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honestAI

Solutions · Document Intelligence

Agents that read the documents your business runs on.

Invoices, contracts, claims, forms, statements and engineering drawings — HonestAI agents classify, extract, validate and route them, and send uncertain items to people.

At a glance

  • Any format: PDF, scan, email, image
  • Validated against your systems
  • Confidence-based human review

The problem

Critical data is locked in documents.

Teams re-key information from documents into systems all day. Errors propagate, and template-based OCR breaks whenever a layout changes.

  • Manual data entry from PDFs and scans
  • Template OCR fails on new layouts
  • No validation against source data
  • Exceptions handled without context

Capabilities

What HonestAI delivers.

Classify

Identify document type and route it to the right workflow.

Extract

Pull fields, tables and clauses — no fixed templates required.

Validate

Check extracted data against ERP, CRM and master data.

Route

Low-confidence items go to people with the evidence highlighted.

Workflows

Work agents take on.

Each workflow is scoped, measured and approved by your team before an agent runs it in production.

  • 01Invoice capture and three-way match
  • 02Contract clause extraction and comparison
  • 03Claims document review
  • 04KYC and identity document verification
  • 05Engineering and technical document analysis
  • 06Bank statement and financial spreading
  • 07Credential and education verification
  • 08Correspondence classification

How it works

From first workflow to operated agent.

  1. 01

    Find the work

    We map the repetitive tasks, volumes and hand-offs with the people who do them today.

  2. 02

    Redesign it

    We remove unnecessary steps and decide what the agent does and what people approve.

  3. 03

    Deploy agents

    Production agents run inside your existing systems with access controls and audit trails.

  4. 04

    Operate & improve

    We monitor accuracy, cost and exceptions, and report the work completed every month.

Agent examples

What agents do, and what people decide.

DocStream Engineering AI

Reads engineering specifications and drawings to extract requirements and compare revisions.

Engineers approve interpretations.

SmartED Verify

Verifies education credentials against application data.

Verification staff decide flagged cases.

Invoice Agent

Captures and matches invoices to POs and receipts.

AP approves exceptions.

Governance & human control

Agents do the work. People own the decisions.

  • Least-privilege access: agents only touch the systems and fields they need.
  • Every agent action is logged with inputs, sources and outcome.
  • Approval thresholds mirror your existing delegation of authority.
  • Every extracted field links back to its location in the source document.
honestAI

Stop re-keying documents.

Send us a sample set and we'll show what an agent extracts and validates.