Skan AI Observation to Agent

AI trained by observing your own operators handle thousands of cases. Zero integrations required. Built with governance, safety, and auditability for regulated industries. 

"The biggest lie today is that AI can succeed with incomplete data. You can't rely only on backend logs alone. That's why we capture every task, handoff, and decision and use that to feed complete context to AI agents who know how your company actually works."

Manish Garg 
Co-founder & CPO/COO, Skan AI

The O2A platform: Engineered to translate human behavior into intelligent automation

Process Observation

Empowers AI Agents by capturing and distilling how work gets done in your enterprise at scale

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Agent Playbook

Empowers AI Agents by capturing and distilling how work gets done in your enterprise at scale

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Agent Studio

Empowers AI Agents by capturing and distilling how work gets done in your enterprise at scale

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Observability & Guardrails

Empowers AI Agents by capturing and distilling how work gets done in your enterprise at scale

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The Fastest Path to Insights

No costly integration projects, just immediate visibility into how work happens.

Observe

Capture human activity as they go about their day. Our lightweight observation client works silently to observe how teams work together to complete tasks.

You decide which applications are important and which we will ignore with whitelisting configurations.

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Model

Transform raw observations into structured training data for AI agents.

Our Large Action Models learn the decision logic, shortcuts, and expertise your team uses to handle real cases, including edge cases and variations most systems miss.

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Assemble

Build production-ready agents using pre-trained skills, business rules, and approval workflows. No coding required.

Compose agents from observed capabilities and configure guardrails that match your risk tolerance and compliance requirements.

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Run & Improve

Deploy agents that work across your entire tech stack - from modern APIs to legacy green screens.

Built-in orchestration manages dependencies, retries, and handoffs while enforcing SLAs and escalating exceptions to the right people at the right time.

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Tailored agents and playbooks for your industry’s core processes

Insurance

Claims adjudication
FNOL
Policy underwriting
Compliance 
Backoffice operations
 

Financial Services

AML / KYC
Credit operations
Loan underwriting
Wealth management
Commercial banking
 

Healthcare Payers

Claims operations
Prior authorization
Revenue cycle mgmt
Contact centers
Provider management
 

Purpose built for the Fortune 1000 enterprise

Least-privilege by default, audit everywhere, and customer-controlled data boundaries.

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Deployment

In your secure gateway; no public internet egress for runtime

Access

SSO/SAML; role-based scopes; secrets in your vault

Logging

Evidence for every decision and action

Compliance

SOC 2 Type II, ISO 27001

Discover Reliable AI Agents for Complex
Enterprise Processes