Capability 02 · Understand documents
Document Intelligence
Turn documents into governed knowledge, not another pile of text.
Minarai classifies operational documents, extracts the structures that matter, anchors suggestions to their source, and sends them through human review before they can guide work.
Workflow concept
Policy document review
Transactions above the monthly threshold require Compliance approval before release.
Approval threshold
Source anchored
Compliance reviewer
Source anchored
Release exception pack
Source anchored
For
Document operations, data, compliance, and transformation teams
When
Important rules and procedures are trapped in files that are difficult to compare, check, or reuse.
Outcome
Cited process and rule candidates that reviewers can correct, approve, and reuse across Minarai.
How it works
A governed path from source to useful output.
Minarai keeps the source, the AI suggestion, and the human decision distinct. That boundary makes every downstream use easier to trust.
- 01
Ingest and classify
Route each SOP, policy, form, spreadsheet, or document bundle to the appropriate extraction workflow.
- 02
Extract with source anchors
Identify fields, process steps, roles, decisions, and policy rules while retaining the exact supporting region.
- 03
Correct and promote
Reviewers compare proposals with source evidence. Only accepted knowledge becomes available to downstream experiences.
Useful outputs
Work products people can inspect, correct, and reuse.
Reference-process candidates
Policy and rule candidates
Source-linked structured fields
Reviewer corrections and audit history
Why Minarai
Extraction is the beginning, not the product boundary.
Instead of returning developer-oriented text, Minarai connects reviewed document knowledge to the people, processes, rules, and evidence already in the operational model.
How it strengthens the platform
Document Intelligence supplies the formal explanation: what the policy says, what the procedure defines, and which source supports each assertion.