Unstructured AI
Reads narrative content — CIM commentary, management discussions, broker notes, examiner findings. Extracts key facts and flags inconsistencies that structured extraction can’t reach.
AgentFlow is an agentic AI platform built for credit unions and banks. With multiple pre-built playbooks with six specialized agents, it can process your documents, apply your institution’s policies, and produce examination-ready output.
Trusted by leading financial services institutions



100+ playbooks covering lending, operations, and BSA/AML — ready to run on day one. Each playbook is configured to your institution’s credit policies, risk thresholds, and compliance requirements. Not a blank canvas. Not a template you have to finish building.

Every output — credit memos, SAR filings, due diligence summaries — includes a complete audit trail. Which documents were used. Which data was extracted. Which policy triggered the conclusion. Your examiner can trace any decision from output back to source in seconds.
AgentFlow applies your institution’s specific guidelines to every decision — not a generic model trained on someone else’s data. When it flags an exception, it tells you which policy was triggered and why. When it recommends approval, it shows the math.

Tax returns, financial statements, rent rolls, appraisals, CIMs, legal filings — scanned, digital, handwritten, multi-language. AgentFlow classifies each page, extracts structured data with confidence scores, and handles degraded scans that make other tools choke.
Not one general-purpose model doing everything. Six agents, each built for a specific class of work in regulated finance.
Reads narrative content — CIM commentary, management discussions, broker notes, examiner findings. Extracts key facts and flags inconsistencies that structured extraction can’t reach.
Ingests any document format — scanned PDFs, handwritten forms, multi-page packages. Classifies pages, extracts structured data, and handles the messy reality of financial document intake.
Natural-language interface over all processed data. Your team asks questions — "What was the borrower’s DTI in 2023?" — and gets answers with citations, without re-reading source documents.
Queries internal databases and external data sources to verify, enrich, and cross-reference extracted information. Pulls comps, checks historical patterns, fills in missing context.
Applies your institution’s policies, credit guidelines, and risk thresholds. Produces decisions with explainable rationale — which policy, which data, which conclusion. Built for examination, not just automation.
Generates structured deliverables like credit memos, compliance filings, IC memos, investor reports with full citations tracing every conclusion to its source document and policy reference.
Every playbook, whether it’s a commercial loan, a SAR filing, or a PE deal screen, follows this four-stage pipeline. Each stage is handled by the right agents, with traceability at every handoff.
Intake, classify, organize. Documents arrive in any format. Document AI and Unstructured AI identify what each one is, extract the relevant data, and organize everything for downstream processing.
Cross-reference, verify, enrich. Database AI and Conversational AI verify extracted data against internal records, external sources, and historical patterns. Gaps and inconsistencies are flagged.

Apply policies, score risk, flag exceptions. Decision AI applies your institution’s specific rules. Every recommendation includes explainable reasoning and flags exceptions for human review.

Generate traceable output for human approval. Report AI produces structured deliverables with full citations. Your team reviews, approves, and moves forward.

Tax returns, financial statements, rent rolls, appraisals. Document AI classifies and extracts.
DSCR, LTV, leverage ratios normalized across periods. Database AI cross-references against comps and historical data.
Your credit guidelines and risk thresholds. Decision AI flags exceptions with explainable reasoning.
Full credit memo with audit trail, policy citations, and decision rationale. Ready for loan committee.
reduction in credit memo prep time
from upload to committee-ready output
audit trail on every decision
Discovery. We learn your workflows, policies, and systems.
Configuration. Playbooks configured to your policies, integrated with your systems.
UAT & go-live. Joint testing with your team, production cutover, first workflows running.
Scale. Add workflows across lending, operations, compliance. Your FDE team stays engaged.
"In just 90 days, Multimodal automated over 300 daily payment orders and forms, reducing processing time by 75% and tripling capacity — all without changing existing systems."


Full traceability on every decision. Human oversight at every step.
Document classification and data extraction accuracy achieved by FORUM Credit Union using AgentFlow.
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Read the Report