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AI automation solutions

Redesign the workflow around the outcome.

Explore five high-value automation patterns for document-heavy operations. Each concept combines AI, deterministic rules, system integration, and human exception handling.

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01

Accounts Payable

AI-assisted AP automation built around existing accounting and business systems—extracting, checking, matching, and routing while people focus on exceptions and approvals.

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02

Email Operations

Classify incoming requests, capture structured information, look up context, and prepare the next action without losing human oversight.

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03

Document Processing

Convert invoices, forms, purchase orders, contracts, statements, and applications into validated structured data.

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04

Reporting Agent

Automate the reporting cycle from data refresh and validation through variance detection, narrative analysis, and scheduled distribution.

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05

Vendor Compliance

Monitor required records, detect missing or expiring documents, prepare follow-ups, capture responses, and maintain an exception queue.

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Detailed workflow library

Business problem, architecture, outcomes, and controls.

Switch between the five patterns to inspect typical manual steps, the redesigned workflow, common integrations, and areas that still need human review.

Flagship automation

AI Accounts Payable Operations

AI-assisted AP automation built around existing accounting and business systems—extracting, checking, matching, and routing while people focus on exceptions and approvals.

Property ManagementConstructionAccountingProfessional Services
Before Manual workflow
  1. 1Invoice arrives
  2. 2Download invoice
  3. 3Read manually
  4. 4Check duplicates
  5. 5Match property / project
  6. 6Assign coding
  7. 7Check vendor compliance
  8. 8Route approval
  9. 9Enter into AP / ERP
After Automated workflow
Invoice / email / vendor portal
AI intake
Document extraction
Validation
Duplicate detection
Property / project / account matching
Suggested coding
Vendor / compliance validation
Confidence + business rules
High confidenceExisting AP / ERP workflow
ExceptionHuman review, then existing workflow

Potential outcomes

  • Less manual invoice handling
  • Consistent validation and routing
  • Faster exception identification
  • A clearer processing audit trail

Example architecture

Outlook / portalDocument AIRules & confidenceHuman exception queueExisting AP / ERP

Illustrative starting assumption: 65% automation coverage at about 7 minutes per transaction. Coverage depends on document consistency, coding complexity, and exception rates.

Common integrations

Microsoft 365 · SharePoint · Accounting platforms · Property systems · ERP workflows

Controls & human review

  • Ambiguous coding requires review
  • Vendor master data must be reliable
  • Approval controls remain authoritative

AI handles predictable processing. Your team handles exceptions.

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Bring your own workflow

Have a variation of one of these processes?

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