Turn incoming information into usable work.

What we build

Documents become valuable when their contents reach the right system with the right context. We combine extraction with reference checks, source evidence and review queues. Low-confidence fields remain visible so a convenient summary never silently becomes an incorrect business record.

• Document intake, classification and extraction
• Validation against master data and business rules
• Image and speech processing for agreed tasks
• Reviewer workspaces and downstream system updates

From Indian business documents to controlled records

Purchase invoices, delivery challans and vendor packs often arrive through multiple channels. We define the fields that matter, retain the source document and send ambiguous identifiers or totals to review. Tax validation and posting rules come from the approved finance process, not a model’s guess.

Start with the right foundations

Representative input formats, field definitions, quality requirements, retention rules and approved destination systems.

Measure what changes

Test field accuracy by document type, processing time, exceptions, duplicate records and reviewer correction effort.

From a defined scope to a working service

We agree the workflow, operating responsibilities and acceptance criteria first. A focused implementation validates the important assumptions before broader integration, rollout and handover. Ongoing support is scoped around the service and the team using it.

Common questions