Document Intelligence

Document Intelligence Agent

Extract, validate, and act on document data automatically.

An AI agent that reads invoices, contracts, purchase orders, claims, and compliance forms — extracts structured data, validates it against your rules, routes exceptions for human approval, and updates your systems of record.

Best for: Finance and accounts payable teams and similar teams

Workflow Pipeline
Inputs
Invoices and purchase ordersContracts and agreementsClaims forms
AI Agent
Process and structure dataApply validation rulesPrepare for human review
Outputs
Extracted structured dataValidation reportsException queues
Human review before any action
The Problem

Document-heavy teams spend hours manually extracting, validating, and routing data from PDFs, scanned forms, and attachments. Errors in this process lead to incorrect payouts, compliance failures, and audit risk.

Document Intelligence Agent is built to automate the repetitive parts of this workflow — so your team spends time on decisions and outcomes, not on manual coordination and data entry.

How It Works

From raw input to structured output.

Input Sources

Invoices and purchase orders
Contracts and agreements
Claims forms
Compliance documents
Shipping documents
Scanned PDFs
Structured forms

Output Artifacts

Extracted structured data
Validation reports
Exception queues
Approval workflows
Audit logs
System update records
Compliance summaries
Core Features

Built to handle the workflow end-to-end.

01
Multi-format document extraction
02
Rule-based data validation
03
Exception and error flagging
04
Human approval routing
05
ERP and accounting system sync
06
Audit trail generation
07
Confidence scoring
08
Bulk processing
Human-in-the-Loop

AI prepares. Humans decide.

Document Intelligence Agent does not take autonomous action on sensitive business processes. The agent prepares, structures, drafts, routes, and recommends — but humans review and approve before anything critical moves forward.

Every deployment includes AgentWatch monitoring for quality, cost, and drift — so you maintain visibility and control as the agent scales.

Prepare
Agent ingests inputs, processes data, structures outputs, and flags exceptions.
Review
Human reviews the prepared output, makes edits, and decides what moves forward.
Approve & Act
Approved outputs are exported, routed, or actioned in connected systems.
Monitor
AgentWatch tracks quality, cost, approval rates, and drift — continuously.

Commonly integrated with.

QuickBooks
Xero
SAP
Oracle
SharePoint
Google Drive
DocuSign
Tally
Zoho Books
QuickBooks
Xero
SAP
Oracle
SharePoint
Google Drive
DocuSign
Tally
Zoho Books
Who It Is For

Built for teams that need results, not experiments.

Finance and accounts payable teams
legal and compliance departments
logistics and procurement operations
insurance providers
and any team that processes high volumes of structured documents.
Success Metrics

KPIs tracked during every pilot.

We measure actual performance — not demo metrics. These categories are tracked before and after deployment so you can see the real-world impact.

Data entry hours saved
Extraction accuracy rate
Approval cycle time
Error and exception rate
Pricing

Scoped to your workflow.

Every deployment is different. Pricing depends on workflow complexity, integration requirements, data readiness, and support level. We scope every engagement before quoting — no surprises.

No fixed packages Custom setup Ongoing support included AgentWatch included

Start with one workflow. Prove the ROI. Then expand.

Every Ikhora product runs on the same platform layer — orchestration, approval, monitoring, and integrations. Start where the ROI is clearest, then build your AI operations infrastructure.