Explore the AMICE Stack: What Sits Under the AI You Use
Choose an AI application, trace its documented model, infrastructure, chip, energy, and water relationships, and see exactly where the public evidence runs out.
Choose an AI application, trace its documented model, infrastructure, chip, energy, and water relationships, and see exactly where the public evidence runs out.
An AI product can present one simple name while depending on model labs, clouds, data centers, chipmakers, utilities, and water systems around the world. This explorer follows those documented relationships—and leaves the line visibly unfinished when the public record stops.
The AMICE stack is Applications, Models, Infrastructure, Chips, and Energy. The essay explains why those layers belong in one mental model. This page is the workbench: start with a product you recognize, compare its possible routes, or enter the system through a company, facility, ownership relationship, or unresolved question.
Everything here represents public evidence, not live telemetry. A selectable model is not necessarily a product's default. A cloud agreement does not reveal the data center that served a particular request. A regional generation mix is context, not a claim about the electrons entering one building. Where providers do not disclose routing shares, facility assignments, accelerator generations, energy sources, or water use, the explorer says so.
The application catalog exposes every product with a trace in the current dataset. Search by product, company, or category, then pick up to four applications. Shared suppliers merge and products with several documented routes fan out. Current, historical, announced, optional, and user-selectable relationships remain distinct so an old integration does not quietly become a claim about today's default.
Choose up to four products. Shared suppliers rejoin; routers fan out; gaps stay visible instead of becoming guesses.
Showing all 61 matching mapped applications.
Your comparison
Evidence date
Relationships supported on the review date. Every line is unweighted because request shares are almost never disclosed.
Application node
OpenAI publishes the current ChatGPT model lineup. Its compute portfolio is documented, but a conversation cannot be assigned to a cloud or campus publicly.
Water overlay
The LBNL/DOE estimate for all US data centers in 2023 was 66 billion liters of direct water consumption and nearly 800 billion liters of modeled indirect grid water. It is not AI-only, and the grid estimate omits PPAs and behind-the-meter generation. A low onsite WUE can also trade water for more electricity.
Read the LBNL methodology| From | To | Relationship | Kind | Confidence | Allocation | Scope | Does not prove | Apps / routes | Evidence |
|---|---|---|---|---|---|---|---|---|---|
| ChatGPT | OpenAI models | ChatGPT currently exposes OpenAI’s GPT model family. | native runtime | confirmed | undisclosed | Named application or feature. | The exact model still depends on plan, mode, rollout, and automatic routing. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| OpenAI models | OpenAI compute portfolio | OpenAI documents current capacity across primary cloud partner Azure plus Oracle/Stargate, AWS, and CoreWeave. | provider portfolio | confirmed | undisclosed | OpenAI provider capacity portfolio. | The sources do not reveal which cloud, region, or site served an individual application request. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| OpenAI compute portfolio | Mixed accelerator fleets | The portfolio includes NVIDIA systems and custom accelerators. | site hardware | confirmed | undisclosed | Provider-wide disclosed hardware, not a workload allocation. | Hardware varies by cloud, site, workload, and date. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| Mixed accelerator fleets | Electricity source undisclosed | OpenAI does not publish a request-weighted electricity mix for this portfolio. | unknown | unknown | undisclosed | Provider portfolio with unresolved serving location. | A campus capacity figure, PPA, or annual grid mix is not a workload energy share. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| OpenAI models | Stargate Abilene | Abilene is a documented operational OpenAI/Oracle Stargate campus. | provider portfolio | confirmed | undisclosed | Disclosed OpenAI capacity site, not a claim that this request ran there. | Workload-to-site allocation is private. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| Stargate Abilene | NVIDIA Blackwell | The first NVIDIA GB200 racks arrived at Abilene in June 2025. | site hardware | confirmed | undisclosed | Named campus and hardware generation. | The source does not give the active rack share or model allocation. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| NVIDIA Blackwell | ERCOT 2025 generation context | ERCOT’s annual mix provides regional context for the Texas campus. | regional grid context | confirmed | undisclosed | ERCOT-wide 2025 annual physical generation. | Regional context is not traced electricity; onsite gas, contracts, congestion, and hourly dispatch can differ. | ChatGPT · Current ChatGPT model family and disclosed provider portfolio | |
| Claude | Claude | Claude Sonnet 5 became the Free and Pro default, with other Claude models available by plan. | native runtime | confirmed | undisclosed | Named application or feature. | Fallbacks and user-selected models mean this is not every request’s exact route. | Claude · Current Claude and diversified compute portfolio | |
| Claude | Project Rainier | AWS is Anthropic’s primary cloud and Project Rainier serves Claude training and inference. | provider portfolio | confirmed | undisclosed | Anthropic/AWS provider portfolio. | Rainier spans multiple US data centers and individual requests are not located. | Claude · Current Claude and diversified compute portfolio | |
| Project Rainier | AWS Trainium | Project Rainier was built around AWS Trainium2, with later generations contracted. | site hardware | confirmed | undisclosed | Project Rainier cluster hardware. | Chip counts describe the cluster, not the hardware used for one response. | Claude · Current Claude and diversified compute portfolio | |
| AWS Trainium | AWS energy portfolio | AWS portfolio context is the deepest public boundary for Rainier energy. | unknown | unknown | undisclosed | AWS fleet context. | AWS does not publish a Claude-weighted grid or contractual energy mix. | Claude · Current Claude and diversified compute portfolio | |
| Claude | Google data-center fleet | Anthropic also documents material Google Cloud TPU capacity. | provider portfolio | confirmed | undisclosed | Anthropic compute diversification. | AWS remains primary; the share and request routing across providers are undisclosed. | Claude · Current Claude and diversified compute portfolio | |
| Google data-center fleet | Google TPU | The Anthropic agreement explicitly covers Google TPUs. | site hardware | confirmed | undisclosed | Google Cloud TPU capacity for Anthropic. | No public source identifies the TPU generation for a particular Claude request. | Claude · Current Claude and diversified compute portfolio | |
| Google TPU | Google energy portfolio | Google fleet reporting gives portfolio context only. | unknown | confirmed | undisclosed | Google global portfolio. | Corporate procurement and fleet averages are not physical request tracing. | Claude · Current Claude and diversified compute portfolio | |
| Slack AI / Slackbot | Third-party LLMs — names private | Native Slack AI uses third-party LLMs plus Slack ranking models. | native runtime | confirmed | undisclosed | Named application or feature. | Slack deliberately withholds model-provider names; partner apps do not fill this gap. | Slack AI / Slackbot · Native Slack AI with provider names withheld | |
| Third-party LLMs — names private | Slack-controlled AWS VPC / SageMaker | Slack documents closed-source LLM hosting through SageMaker inside a Slack-controlled AWS VPC. | native runtime | confirmed | undisclosed | Slack AI hosting architecture and current secure-cloud boundary. | The 2025 architecture post names AWS and SageMaker, while current help does not name the model provider, region, site, or request allocation. | Slack AI / Slackbot · Native Slack AI with provider names withheld | |
| Slack-controlled AWS VPC / SageMaker | Accelerator undisclosed | Slack does not disclose the accelerators serving native AI. | unknown | unknown | undisclosed | Slack-controlled cloud boundary. | The cloud boundary alone does not identify hardware. | Slack AI / Slackbot · Native Slack AI with provider names withheld | |
| Accelerator undisclosed | Electricity source undisclosed | Slack does not disclose a serving grid or workload energy allocation. | unknown | unknown | undisclosed | Native Slack AI. | No regional mix can be selected without a location. | Slack AI / Slackbot · Native Slack AI with provider names withheld |
The connecting lines are deliberately equal-width. Providers almost never publish what share of requests follows each model, cloud, facility, or chip path, so a Sankey-style width would imply precision the evidence does not contain.
The product trace answers one question well: what documented relationships could sit underneath an application? The evidence atlas provides other entry points. It separates mobile-usage rankings from App Store charts, audits private-company valuation cohorts instead of filling quotas with guesses, compares control across the largest AI players, distinguishes operating facilities from construction and announcements, and keeps parent companies, investors, joint ventures, suppliers, and utilities from collapsing into one vague idea of ownership.
Start with the app in your hand, a startup headline, a platform company, a place on the map, a corporate parent, or an unanswered question. Every view points back to dated evidence and keeps control, contracts, capacity, and physical supply distinct.
Products people use: Start with the ranked mobile cohort or image and video tools, then open any product in the AMICE trace above.
Mapped application census
Browse all 61 applications with a mapped evidence trail, isolate image and video tools, or inspect the 30-product consumer cohort. Apple does not publish an “AI” App Store category, so that cohort freezes a published global mobile ranking by monthly active users and separately overlays Apple’s U.S. overall Top Free chart. Those ranks are not interchangeable.
61
all mapped
30/30
mobile cohort
6
Apple Top 100
23
creative traces
AI Gallery · Creative
Current route
AI Gallery ranks fifth in the measured global mobile cohort. Its developer listing markets AI art generation, while the live model, worker, cloud, chip, and energy paths remain unresolved.
0
documented current links
4
unresolved current links
Adobe · Creative
Current route
Firefly exposes Adobe-owned and partner models across modalities. A selected model is a visible tool choice, not one invisible universal backend.
12
documented current links
11
unresolved current links
Adobe · Creative
Current route
Lightroom’s mobile listing confirms AI photo and video editing, but Adobe does not map every feature to Firefly, partner models, or a serving cloud.
0
documented current links
4
unresolved current links
Amazon · Consumer
Current route
Alexa+ routes tasks across Bedrock models including Amazon Nova and Anthropic Claude; exact task-level selection stays private.
7
documented current links
4
unresolved current links
Apple · Consumer
Current + planned routes
Three paths coexist: production features use Apple’s 2025 on-device/PCC models; the future Siri AI beta uses Apple-custom AFM 3 models built with Google from Gemini technology; and ChatGPT remains a separate optional extension for Siri, Writing Tools, and visual intelligence.
11
documented current links
2
unresolved current links
Baidu · Search
Current route
Baidu’s China-store listing explicitly names ERNIE for multimodal search and assistant features. The specific checkpoint and serving stack remain private.
1
documented current links
3
unresolved current links
Brave · Assistants
Current route
Leo exposes Claude and many open model families with manual or automatic selection. Brave says it directly hosts Anthropic models used in Leo.
4
documented current links
4
unresolved current links
Canva · Creative
Current route
Canva blends its Design Model with Leonardo technology and partner models from OpenAI, Anthropic, and Google. Feature routing is private.
15
documented current links
7
unresolved current links
ByteDance · Creative
Current route
CapCut documents Seedance 2.5 in its AI video generator and a broader catalog including Kling, Veo, and GPT Image. Availability varies by surface, plan, and region; hosting is private.
11
documented current links
8
unresolved current links
OpenAI · Assistants
Current + earlier + planned routes
OpenAI publishes the current ChatGPT model lineup. Its compute portfolio is documented, but a conversation cannot be assigned to a cloud or campus publicly.
6
documented current links
1
unresolved current links
Cici · Assistants
Current route
Cici appears in the global cross-platform mobile ranking; a16z links its listing on Google Play. This is not evidence of U.S. iPhone availability or a named model provider.
0
documented current links
4
unresolved current links
Anthropic · Assistants
Current + earlier + planned routes
Claude’s current model is public; Anthropic also discloses a diversified compute portfolio led by AWS, with Google TPU and Azure/NVIDIA capacity.
5
documented current links
2
unresolved current links
Anysphere · Coding
Current route
Cursor documents an unusually explicit router that classifies tasks and selects among its own and partner models. Serving shares remain private.
18
documented current links
4
unresolved current links
DeepSeek · Assistants
Current route
DeepSeek’s official iPhone listing ties the assistant to its flagship family. The exact current checkpoint and lower serving stack can change and remain unallocated here.
1
documented current links
3
unresolved current links
ByteDance · Assistants
Current route
Doubao is ByteDance’s consumer assistant. This release does not claim a checkpoint, cloud, chip, or energy path without a current first-party routing disclosure.
0
documented current links
4
unresolved current links
DuckDuckGo · Assistants
Current route
Duck.ai publishes a plan-specific model list and identifies Tinfoil hosting for named open models. Other serving details remain provider-specific.
13
documented current links
5
unresolved current links
Duolingo · Learning
Current + earlier routes
Duolingo’s latest explicit public model relationship is GPT-4. It has not refreshed the exact current checkpoint or serving path.
0
documented current links
4
unresolved current links
Instagram / Meta · Creative
Current route
Edits is Instagram’s mobile creation app. No reviewed primary source supports carrying Meta AI’s Muse relationship over to Edits, so its model path remains separate and unknown.
0
documented current links
4
unresolved current links
ElevenLabs · Creative
Current route
ElevenLabs publishes its proprietary speech, transcription, and music models. Its cloud, chips, and electricity are not disclosed in product sources.
1
documented current links
3
unresolved current links
Figma · Creative
Current + earlier routes
Figma Make launched with Claude 3.7 and now lists GPT, Claude, and Gemini choices. Figma confirms an unnamed default that may change over time.
14
documented current links
8
unresolved current links
Gauth · Learning
Current route
Gauth’s listing calls the study companion multi-model, while keeping provider names, allocation, hosting, chips, and energy private.
0
documented current links
4
unresolved current links
Google · Assistants
Current route
Google publishes available Gemini models and TPU infrastructure, while the exact consumer-app default, region, and chip generation can change without a request-level trace.
3
documented current links
1
unresolved current links
Google · Learning
Current route
Google renamed NotebookLM to Gemini Notebook in July 2026 and documents Gemini 3.5 plus Antigravity; serving location and TPU generation remain private.
3
documented current links
1
unresolved current links
GitHub / Microsoft · Coding
Current route
GitHub publishes a broad, changing model catalog and retirement ledger. Selection is visible; infrastructure behind a chosen third-party model is not.
18
documented current links
4
unresolved current links
Google · Creative
Current route
Google Flow currently exposes Veo 3.1 and Gemini Omni Flash. The Google fleet and TPU family are public, but a generation’s model choice, campus, and TPU generation are not.
6
documented current links
2
unresolved current links
Google · Search
Current route
Google names Gemini families for AI Mode and AI Overviews, but not a complete per-query router.
3
documented current links
1
unresolved current links
xAI · Assistants
Current route
xAI identifies the Grok family and Memphis compute, but does not publish the default for every chat or whether a response was served in Memphis.
4
documented current links
0
unresolved current links
Higgsfield · Creative
Current route
Higgsfield documents an unusually explicit two-stage stack: Supercomputer plans and routes with frontier LLMs, then selects visual models such as Veo, Kling, Seedance, Sora, Flux, Nano Banana, and GPT Image. Exact per-job routing and hosting remain private.
22
documented current links
13
unresolved current links
ByteDance · Creative
Current route
Hypic is ByteDance’s AI photo editor. Its current iPhone listing does not identify the foundation model, serving cloud, chip, or grid.
0
documented current links
4
unresolved current links
Khan Academy · Learning
Current + earlier routes
Khan Academy’s latest explicit model disclosure is GPT-4 from launch-era material. The current checkpoint and deployment are unknown.
0
documented current links
4
unresolved current links
Kuaishou · Creative
Current route
Kuaishou names the current Kling 3.0 video and image model series, while its production cloud, accelerators, sites, electricity, and water remain undisclosed.
1
documented current links
3
unresolved current links
Learna · Learning
Current route
Learna is a conversational language tutor in the measured mobile cohort. Its model and deployment providers are not disclosed.
0
documented current links
4
unresolved current links
Luma AI · Creative
Current route
Luma’s current product information distinguishes first-party Ray/UNI models from integrated Veo, Kling, Seedance, Nano Banana, and ElevenLabs models. AWS confirms a broad infrastructure relationship, not the route of every Luma request.
7
documented current links
9
unresolved current links
Meitu · Creative
Current route
Meitu is a large mobile AI editor; its current listing does not disclose a feature-level foundation model or infrastructure path.
0
documented current links
4
unresolved current links
Meituan · Consumer
Current route
Sensor Tower’s mobile cohort includes Meituan, but the reviewed first-party listing does not support a named application-to-model route.
0
documented current links
4
unresolved current links
Meta · Assistants
Current + earlier + planned routes
Meta AI moved from a Llama 4 launch story toward current Muse models. Its fleet is visible in aggregate; its serving router and campus remain private.
3
documented current links
1
unresolved current links
Microsoft · Work
Current route
Microsoft exposes both OpenAI and Anthropic models across Copilot surfaces, with Auto routing that is not fully published.
11
documented current links
3
unresolved current links
Microsoft · Assistants
Current route
The standalone consumer Copilot app is distinct from Microsoft 365 Copilot. Its listing does not establish the default model or live fallback policy for each request.
0
documented current links
4
unresolved current links
Microsoft · Search
Current route
Edge’s iPhone listing confirms built-in Copilot, but not the live model, fallback policy, cloud allocation, or site.
0
documented current links
4
unresolved current links
Midjourney · Creative
Current route
Midjourney publishes its proprietary model version history but not an outside model provider, cloud, accelerator, or grid path.
1
documented current links
3
unresolved current links
Notion · Work
Current route
Notion’s model list varies by feature: Custom Agents expose several families, while Enterprise Search names OpenAI embeddings and Anthropic queries.
18
documented current links
4
unresolved current links
Perplexity AI · Search
Current route
Perplexity exposes several model providers. Model Council is a rare documented fan-out: three parallel models rejoin through an unnamed synthesizer.
15
documented current links
7
unresolved current links
Google · Learning
Current route
Photomath is included in the mobile AI cohort, but its current listing does not identify a foundation model. Google ownership alone is not evidence of Gemini routing.
0
documented current links
4
unresolved current links
Picsart · Creative
Current route
Picsart is a widely used AI photo/video editor, but its mobile feature-to-model router and infrastructure are not public.
0
documented current links
4
unresolved current links
Pika · Creative
Current route
Pika’s live pricing page names Pika 2.5 and its feature variants. It does not disclose an outside foundation-model provider, cloud, accelerator, or energy path.
1
documented current links
3
unresolved current links
Quora · Assistants
Current route
Poe is explicitly multi-provider. Users select bots and models, while its Assistant can route automatically without exposing every decision.
16
documented current links
6
unresolved current links
Tencent · Search
Current route
QQ Browser’s current listing names both Tencent Hunyuan and DeepSeek. It does not explain which feature, request, or share uses either family.
3
documented current links
5
unresolved current links
Quizlet · Learning
Historical route only
Q-Chat is a closed historical path: it launched with OpenAI’s ChatGPT API and was discontinued in June 2025.
2
documented earlier links
2
unresolved earlier links
Bending Spoons · Creative
Current route
Remini offers AI photo enhancement at consumer scale; the developer listing does not expose its model, cloud, accelerator, or energy route.
0
documented current links
4
unresolved current links
Replit · Coding
Current route
Replit publishes a broad model selector and says Auto can escalate harder tasks. Model availability does not disclose the serving site.
16
documented current links
6
unresolved current links
Runway · Creative
Current route
Runway exposes its own Gen/Aleph models, an agentic creative layer, and a rapidly changing partner catalog including Gemini, Seedance, Kling, Sora, and OpenAI image models. Serving infrastructure is not published.
14
documented current links
13
unresolved current links
Undisclosed in reviewed source · Search
Current route
Seekee is rank 25 in the published Sensor Tower-derived chart. The a16z link target appears mismatched, so this release makes no company, iPhone-listing, or backend claim beyond the measured name and rank.
0
documented current links
4
unresolved current links
Salesforce · Work
Current route
Slack confirms unnamed third-party LLMs hosted inside Slack-controlled cloud infrastructure. Named AI apps in Slack are separate integrations, not backend evidence.
2
documented current links
2
unresolved current links
Snap · Consumer
Current + earlier routes
Snap says My AI uses models “like” OpenAI GPT and Google Gemini. The precise current versions and live router are not disclosed.
9
documented current links
2
unresolved current links
OpenAI · Creative
Historical route only
The standalone Sora product is a closed historical route: Sora 2 launched September 30, 2025, and OpenAI states the product became unavailable April 26, 2026.
2
documented earlier links
2
unresolved earlier links
Suno · Creative
Current route
Suno names its proprietary flagship model. No reviewed first-party source identifies an outside foundation model or hosting route.
1
documented current links
3
unresolved current links
Ubiquiti Labs · Creative
Current route
VN is ranked as a major AI-related mobile editor; its listing does not disclose the models or providers behind its AI features.
0
documented current links
4
unresolved current links
Meitu · Creative
Current route
Wink offers AI video and photo enhancement, while its current model, serving cloud, accelerator, and energy path remain private.
0
documented current links
4
unresolved current links
Apple · Coding
Current + earlier + planned routes
Xcode is several stacks: Apple’s predictive completion runs locally, while generative chat and agents use developer-selected ChatGPT/Codex, Claude, Gemini, compatible providers, local models, or ACP agents. Xcode 27 is a separate developer-beta expansion.
22
documented current links
13
unresolved current links
Yandex · Search
Current route
Yandex’s iPhone listing explicitly embeds Alice AI, while the exact model checkpoint, serving region, accelerator, and grid remain private.
1
documented current links
3
unresolved current links
Zoom · Work
Current route
Zoom describes a federated layer across Zoom-owned, OpenAI, and Anthropic models, with feature-specific Perplexity and ElevenLabs services.
12
documented current links
6
unresolved current links
No view locates an individual request or traces specific electrons. “Unknown” means the reviewed public record does not support a stronger claim.
Image + video routes includedThe gaps matter as much as the confirmed connections. Every unresolved product route, unmapped application, facility disclosure, valuation ambiguity, and layer-specific reporting question belongs in the research backlog. Use it to see what still needs a primary source, a public-record request, a company response, or on-the-ground reporting.
Search the unanswered questions, queued applications, missing allocation data, valuation boundaries, facility fields, and layer-specific reporting leads. Open questions derived from the AMICE public-evidence boundary. Inclusion is not an allegation, a prediction, or proof that a missing fact exists in a discoverable document.
Research snapshot reviewed Aug 13, 2026.
974 of 974 records match. Showing 72 below; exports always include the complete matching set.
Evidence boundary
Adobe Express AI is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Adobe Podcast is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
After Effects AI is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Aider is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Airbnb AI Support is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Airtable AI is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
AIVA is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
ALEKS is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Amazon Kiro is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Amazon Q Developer is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Amazon Rufus is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Amira Learning is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Andi is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Arc Max is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Arc Search is listed for future research in the Search catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Asana Intelligence is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Ask Instacart is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
AskCodi is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Atlassian Rovo is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Augment Code is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Avoma is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Babbel AI is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Base44 is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Be My Eyes Be My AI is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Beatoven.ai is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Beautiful.ai is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Bing Copilot Search is listed for future research in the Search catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Bing Image Creator is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Bito is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Blackbox AI is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
BMW Intelligent Personal Assistant is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Bolt.new is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Booking.com AI Trip Planner is listed for future research in the Consumer catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Boomy is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Box AI is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Brainly AI is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Brave Search Answer with AI is listed for future research in the Search catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Brisk Teaching is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Busuu Conversations is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Canva Magic Studio is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
CapCut AI is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Captions is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Carnegie Learning MATHia is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Century Tech is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Character.AI is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Chatsonic is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
CheggMate is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Chorus is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Clari Copilot is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Claude Code is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
ClickUp Brain is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Cline is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Clipdrop is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Clockwise AI is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Coda AI is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
CodeGeeX is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Codeium is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
CodeRabbit is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Cohere Coral is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Confluence AI is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Connected Papers is listed for future research in the Search catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Consensus is listed for future research in the Search catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Continue is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Copilot Workspace is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Copy.ai is listed for future research in the Work catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Cosine Genie is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Coursera Coach is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Craiyon is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Curipod is listed for future research in the Learning catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
DeepSeek Chat is listed for future research in the Assistants catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Descript is listed for future research in the Creative catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
Evidence boundary
Devin is listed for future research in the Coding catalog. No backend relationship is asserted until dated evidence supports it.
Record
No source attached yet
This item names work to begin or a cross-source question. It does not pretend that a supporting source has already been found.
902 more matching records are ready to inspect.
This is a maintained evidence map, not a claim that the AI supply chain can be made perfectly observable. A good update either adds a sourced relationship, narrows a claim, or turns an apparent fact back into an open question.