AI K1 Form Routing Agent

Automating K-1 Pass-Through Entity Routing with AI
Intelligent Document Extraction Across K-1 Variants
The agent classifies and extracts structured data from federal K-1s, state equivalents, and K-2/K-3 international schedules—parsing complex footnotes for Section 199A, 163(j), and 743(b) adjustments with confidence scoring for reviewer queues.
Automated Routing and Preparer Assignment
A rules engine matches each K-1 to the correct taxpayer, return type, and jurisdiction workstream, then auto-assigns work items to preparers based on complexity flags, state footprint, and foreign activity indicators.
End-to-End Tracking and Secure Distribution
The system maintains a complete K-1 inventory with expected-versus-received status, routes exceptions for review, and distributes finalized packages to investors via secure portals with e-delivery consent capture and audit-ready confirmation logs.
How Cassidy automates K-1 processing using AI
Step 1: Trigger on K-1 arrival
The Workflow activates when a K-1 document lands in a designated email inbox, secure portal, or SFTP folder—logging the document against expected ownership records and flagging new or amended filings.
Step 2: Classify and extract K-1 data
Cassidy identifies the form type (1065, 1120-S, 1041, state equivalents, K-2/K-3), extracts issuer and recipient details, ownership percentages, capital accounts, and line-item amounts, then parses narrative footnotes for special allocations and adjustments.
Step 3: Validate and enrich
The Workflow reconciles extracted data against capital account rollforwards, updates basis and at-risk worksheets, maps state-source items and PTET credits, and flags low-confidence fields or capital account mismatches for human review.
Step 4: Route to the right preparer
Cassidy matches each K-1 to the correct return and jurisdiction workstream using your routing rules, then auto-creates tasks for preparers with complexity indicators and SLA deadlines attached.
Step 5: Generate import files and workpapers
The Workflow produces import-ready files for your tax prep software, updates basis limitation schedules, and attaches source PDFs to your document management system.
Step 6: Distribute to investors
Cassidy delivers finalized K-1 packages to investors via secure portal or encrypted email, captures e-delivery consent and read receipts, and logs distribution confirmations for your audit trail.
Step 7: Track status and handle amendments
A live dashboard surfaces missing K-1s, exception aging, and turnaround metrics. When amended K-1s arrive, Cassidy versions the data, recomputes impacted returns, and notifies stakeholders automatically.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast


