![](https://cdn.sanity.io/images/3xg3qj5k/production/1b6312b91ee49947d96c7bf8cd21054d5b294045-2560x1194.png?q=80&fit=max&auto=format) # Give AI the context to transform high-impact work Skan AI observes how work actually gets done across your enterprise, creating the work context and operational ground truth your AI has been missing. [Request a demo](/request-demo)[Explore the platform](/context-graph-of-work) Trusted by - 1 in 4 1 in 4 Fortune 50 - 7 in 10 7 in 10 Top US Banks - 3 in 5 3 in 5 Top US Insurers Enterprise AI's one unsolved problem is context ## Introducing the Context Graph of Work. Everything your AI needs to execute. ![globe](https://cdn.sanity.io/images/3xg3qj5k/production/c83d340917da4e23e159d3bf5602146ca0953094-236x236.png?q=80&fit=max&auto=format) The moat isn't the model. It's your organizational context. Skan AI's Context Graph of Work maps how work really happens, distilling billions of signals into the execution logic your AI needs. 01 ### Agents that act on reality Enterprise AI doesn't stall because the models aren't smart enough. It stalls because it doesn't understand how your work actually runs. 02 ### Works in production, not just demos When AI understands how your work really happens, it makes it past the pilot. Deployed across your highest-value processes, not stuck in a proof of concept. 03 ### A transformation you can take to the board Every recommendation comes with the ROI behind it, and every agent decision is logged inside your perimeter. Your AI spend and your audit trail both hold up. AI without Skan - ![icon](https://cdn.sanity.io/images/3xg3qj5k/production/d2b36450d307b73af819cb4fb3a5380072a85787-78x78.png?w=40&h=40&q=80&fit=max&auto=format) ### Agents that act on assumptions Without the context of how work really gets done, AI is just guessing. - ![icon](https://cdn.sanity.io/images/3xg3qj5k/production/d2b36450d307b73af819cb4fb3a5380072a85787-78x78.png?w=40&h=40&q=80&fit=max&auto=format) ### AI projects stuck in pilots Sharp in a demo, stalling in production. Without understanding how processes run, AI fails. - ![icon](https://cdn.sanity.io/images/3xg3qj5k/production/d2b36450d307b73af819cb4fb3a5380072a85787-78x78.png?w=40&h=40&q=80&fit=max&auto=format) ### Spend and risk you can't account for No ROI on investments. Without proof, AI spend can't stand up to the board. “By 2028, over 80% of AI agent systems will leverage context graphs.” \- Gartner®, Agentic AI Is Blind Without Context Graphs, June 2026 ## The Skan AI platform [Explore the platform](/context-graph-of-work) [ ![purple icon](https://cdn.sanity.io/images/3xg3qj5k/production/670bc816f5c50e0ea3a7a476393d674a6bfba846-61x60.png?q=80&fit=max&auto=format) Blueprint ### Your AI roadmap Scan your operational landscape, model your target operating state, and build a sequenced roadmap, with defensible ROI behind every recommendation. ](/blueprint)[ ![How work gets done](https://cdn.sanity.io/images/3xg3qj5k/production/0c053e65b91413b422846685dac1632c97ca03b7-60x60.png?q=80&fit=max&auto=format) Process Intelligence ### How work gets done Turn how work really happens into living process maps, identify bottlenecks, and prioritize automation opportunities. ](/process-intelligence)[ ![Engineering Intelligence](https://cdn.sanity.io/images/3xg3qj5k/production/baf18bae4b33f8772d82f036f22a4fdccfffcf4c-60x60.png?q=80&fit=max&auto=format) Engineering Intelligence ### Unified view of engineering work Most analytics stop at the repo. Skan AI observes how work really flows across your dev tools, so you can see exactly what's slowing delivery down. ](/engineering-intelligence)[ ![AI Agents with operational context](https://cdn.sanity.io/images/3xg3qj5k/production/eb428e011428af8b1fe6b6ddddd07bf51a7cdb08-61x60.png?q=80&fit=max&auto=format) Agents ### Work-aware agents Deploy agents grounded in how your business actually runs, so they act on reality, handle the exceptions, and stay governed by your Agentic Operating Procedures. ](/agents) 30%+ Average productivity lift $500M Delivered in value 6 weeks or less From observations to agent - [ ![Icon](https://cdn.sanity.io/images/3xg3qj5k/production/518195d29aaf85782cde85687613c4b38a3857a7-44x44.svg) Scan.](/#scan) - [ ![Icon](https://cdn.sanity.io/images/3xg3qj5k/production/875eae558e9817a13111d0014c388f808a452667-44x44.svg) Distill.](/#distill) - [ ![Icon](https://cdn.sanity.io/images/3xg3qj5k/production/28d4eeeadd05a2d8202273ed706a0b7deb869234-44x44.svg) Deploy.](/#deploy) ![Globe Icon](https://cdn.sanity.io/images/3xg3qj5k/production/b9614fa08b7d8dae63867e8ce46219e66cf18f24-103x103.svg) How Skan AI gives your AI context from real work, not guesswork ![Observe workflows?in real time](https://cdn.sanity.io/images/3xg3qj5k/production/762e3655436c291f035e8ffcd4f8b2e32f1e72e2-1518x1242.png?q=80&fit=max&auto=format) ## Continuously captures real workflows at scale Skan AI observes how your most complex processes run, with the security, infrastructure, and resilience the Fortune 500 trust. ## Turns observations into accurate work context for AI Skan AI distills what it observes into a living work context with data, decisions, and rules, enriched with provided work context from documents and expert input. ## Creates a dynamic Context Graph of Work for AI and transformation The context graph shows where time goes, where value is lost, and where AI can create impact. Governed agents run end-to-end through Skan AI’s Agentic Operating Procedures. ## The enterprises already scaling with proven ROI [See all stories](/case-studies) [ ![Definiti - Map the work. Then automate it | Client Success Story](https://cdn.sanity.io/images/3xg3qj5k/production/da847716989e8a92d985d7aeb057d4cc869e8c1b-984x549.jpg?q=80&fit=max&auto=format) 14,000+ 14,000+ hours/year of automation-ready effort Before, it was turn on AI and hope. Now we know exactly which processes to automate, what we'll save, and how to prove we got there. Jennifer Redden Head of Technology ![Definiti](https://cdn.sanity.io/images/3xg3qj5k/production/4bd9a3daea270bb97b789fc4d776f8a1d415d1e1-224x28.png?q=80&fit=max&auto=format) ](/case-studies/definiti-map-the-work-then-automate-it) Built for enterprise scale and security ## Built for enterprise scale and security [Learn more about security](/security-trust-and-transparency) ![aicpa](https://cdn.sanity.io/images/3xg3qj5k/production/d33f4ae0a52b897fdf2d7297bfd14653222da519-62x62.svg) ![iso](https://cdn.sanity.io/images/3xg3qj5k/production/600af9c049422659a6c3a49f55c82b0944bb8f2b-62x64.svg) ![GDPR Logo (Grey)](https://cdn.sanity.io/images/3xg3qj5k/production/16bca3bce21d277a2750a842902f3400a81426bd-81x81.svg) ![CCPA Logo (Grey)](https://cdn.sanity.io/images/3xg3qj5k/production/838533082efa11f8d231081448496b0cd91b666f-80x80.svg) ![HIPAA Logo (Grey)](https://cdn.sanity.io/images/3xg3qj5k/production/b85d1ed9e80d47535f2d9a473383af76f77985ec-101x54.svg) ![iso 42001](https://cdn.sanity.io/images/3xg3qj5k/production/49954f865f070fe9f2ffa141b669943da62983c9-196x203.svg) ### Zero-integration capture Across mainframe, legacy desktop, VDI, web, and office tools. No integration projects required. ### In-environment processing Raw screens and records never leave your perimeter. Your data stays where your data lives. ### Cloud-native, API-first architecture Built to fit your existing technology stack. ### Security and compliance by design Detailed audit logs of every action and agent decision, ready before the auditor asks. ## Discover the Skan AI platform Blueprint [ ![Your AI masterplan](https://cdn.sanity.io/images/3xg3qj5k/production/33ba832e4a26326626c548e23e88a16d205e6896-536x464.svg) ](/blueprint) Your AI masterplan. Recommendations, roadmaps and ROI. [Learn more](/blueprint) See how work really happens Maps, metrics and opportunities, built from real work. [Learn more](/process-intelligence) See where engineering value is built. Signals, patterns and productivity across the full developer day. [Learn more](/engineering-intelligence) Deploy agents grounded in your reality Decisions, actions and outcomes, grounded in operational context. [Learn more](/agents) Your AI masterplan. Recommendations, roadmaps and ROI. [Learn more](/blueprint) ## More to Skan - [ ![Avinash Misra picture](https://cdn.sanity.io/images/3xg3qj5k/production/f4d5d1a8c70a4a56a98d7de07a71b16760e789be-2048x1360.jpg?q=80&fit=max&auto=format) Blog postAug 12, 2026 5 mins ### The Context Enterprise AI Is Missing: How Work Actually Gets Done ](/blogs/the-context-enterprise-ai-is-missing-how-work-actually-gets-done) - [ ![Why Process Intelligence Is the First Step to Fixing Payer Revenue Cycle](https://cdn.sanity.io/images/3xg3qj5k/production/8df7477479f5dcde54356848516fe345ce43f87b-736x491.jpg?q=80&fit=max&auto=format) Blog postJul 10, 2026 9 mins ### Why Process Intelligence Is the First Step to Fixing Payer Revenue Cycle ](/blogs/why-process-intelligence-is-the-first-step-to-fixing-payer-revenue-cycle)