Enterprise AI workflows grounded in your documents and delivered through UI plus APIs
Each solution starts with approved enterprise documents and extends into retrieval, structured outputs, decisions, approvals, forms, and internal task orchestration.
Document Intelligence
Classify PAN, Aadhaar, passport, claim, and policy documents; preserve governance metadata; support OCR; and maintain version-aware document bundles.
Governed Enterprise RAG
Retrieve policy-grounded answers with citations, bounded context, tenant isolation, and department or sensitivity-aware filtering.
Approval Copilot
Support case decisions with evidence-backed rationale, constrained decision options, and request-linked auditability.
Form Fill Assistance
Use active policy versions to answer form fields and produce consistent, cited operational responses.
Internal Agent Tasks
Open tasks, collect missing inputs, propose plans, simulate actions, and keep a task-level audit log for internal review.
Eval and Usage Visibility
Measure latency, grounding, version adoption, usage patterns, and evaluation outcomes before scaling rollout.
- Classification across KYC, claims, policy, and operational document types
- Structured extraction for names, IDs, dates, addresses, amounts, and status fields
- Reviewer summaries and exception detection for missing, mismatched, or low-confidence content
- Review-ready outputs that can be inspected by teams before downstream action
- Tenant-scoped API keys and isolated sandbox testing
- Sync or async document processing depending on file size and workflow latency needs
- JSON response schemas for classification, extraction, summaries, and exception results
- Webhook callbacks or status polling for downstream orchestration
- Controlled rate limits and request traceability for production rollout
Document intelligence solution block
This solution can now be described in a crisp product sequence: classify document, extract fields, summarize for reviewers, validate against policy, and send results through API or workflow.
Why this solution stack matters
Most AI products stop at retrieval. This stack adds document outputs, decision support, workflow structure, and API delivery for real operational adoption.
- Operations knowledge support
- Claims and grievance triage
- Internal approvals and exception handling
- Policy-driven form and response generation
- Analyst support for compliance-heavy teams
- Approved document corpus and owners
- Workflow-specific decision rules
- Evaluation questions and reviewers
- Access model and governance requirements