Fintech Document AI Consultant

Fintech & Document AI
— From $5,000

Tax docs, K-1s, loan applications, and insurance claims — processed in minutes, not days. AI that reads financial documents at scale, with full audit trail and compliance logging.

8 min
to process 10,000 K-1s
97%+
field extraction accuracy
100%
audit trail coverage
The Problem

Your Documents Still Move at Human Speed.

Tax season is a staffing crisis every year

K-1s arrive in February. You hire seasonal staff to process them by April 15. Every year, you overpay for underskilled labor to do repetitive data extraction. AI processes the same volume with the same staff you already have.

Loan processing takes days instead of hours

A mortgage application requires extracting data from 20+ documents. Underwriters manually key income, employment, and asset data. The borrower waits. Your competitors who have automated this are closing faster and taking your volume.

Claims adjusters are drowning in paperwork

Insurance claims require reading medical records, police reports, repair estimates, and policy documents — all in sequence. Adjusters spend 60% of their time on intake and data entry. That is not the job they were hired for.

Fund admin errors are costly and embarrassing

Manual keying of capital account data, subscription documents, and investor statements introduces errors that require audit remediation. The firms that have automated document processing report 90%+ reduction in data entry errors.

What You Get

A Document AI Pipeline Built for Your Document Types

01

Document Classification Engine

Automatically identifies and routes document types — K-1, 1099, W-2, claim, policy, application — with 99%+ classification accuracy.

02

Field Extraction Models

Trained on your specific document set. Extracts structured data from PDFs, scans, Excel, and XML with confidence scoring for each field.

03

Validation & Exception Routing

Cross-references extracted data against business rules. Low-confidence or rule-failing documents route to human review with pre-filled context.

04

Audit Trail & Compliance Logging

Every document processed, every field extracted, every decision made — immutably logged. Satisfies SOC 2, SOX, and regulatory examination requirements.

05

System Integration

Extracted data flows directly to your downstream systems — Salesforce, SAP, NetSuite, core banking, or custom APIs. No copy-paste, no re-keying.

06

Human-in-the-Loop Interface

Exception review UI for your operations team. Reviewers see the document, the extracted fields, and the confidence flags side by side. Fast decisions, full accountability.

Industries

We know your document types.

Tax Technology

K-1s
1099s
W-2s
Schedule C/E/F

10,000 K-1s processed in 8 minutes. What your team does in 3 days, AI does before lunch.

Fund Administration

Capital account statements
Subscription docs
Side letters
Audit confirmations

Extract investor data, validate against fund records, and flag discrepancies — fully automated.

Mortgage

Loan applications
Bank statements
Pay stubs
Title reports

Automated extraction, income calculation, and underwriting data prep. Close faster with the same team.

Insurance

Policy documents
Claims
Loss runs
Medical records

Claims triage and routing automated. Adjusters focus on complex decisions — not data entry.

Process

Pilot processing your documents in 2 weeks.

01

Document Audit

We review a sample of your document types, volumes, and current processing workflow. 1-week assessment.

02

Pipeline Design

Architecture document covering extraction models, validation rules, routing logic, and system integration map.

03

Pilot Deployment

We build and test the extraction pipeline on your actual documents. Accuracy benchmarking against your ground truth.

04

Production Launch

Full pipeline in production with monitoring, alerting, and human-in-the-loop exception workflow.

FAQ

Common questions.

We have documents in dozens of different formats. Can AI handle that?

Yes. Document AI is specifically designed for format variability. We train extraction models on your actual document set — not generic templates. The system handles PDFs, scanned images, Excel, structured XML, and messy legacy formats.

What accuracy rate should we expect?

For structured documents (like K-1s with consistent fields), 97–99% field-level accuracy is standard. For unstructured or highly variable documents, we build human-in-the-loop workflows for low-confidence extractions rather than pretending accuracy is higher than it is.

How do you handle HIPAA / SOC 2 / regulatory requirements?

We design the pipeline architecture with your compliance requirements built in from day one — not bolted on. That includes data residency, encryption at rest and in transit, audit logging, and access controls. We have deployed in fully air-gapped on-prem environments.

What happens when a document type changes?

Tax forms, policy documents, and loan applications all change annually. We build adaptive extraction pipelines with version detection and exception routing. When a new form version appears, the system flags it — rather than silently extracting incorrectly.

Do you integrate with existing document management systems?

Yes. We connect to SharePoint, OneDrive, Box, Dropbox, Google Drive, AWS S3, and most enterprise DMS platforms. Output can route to Salesforce, SAP, NetSuite, core banking, or any REST API.

Automate Your Document Processing

Stop processing documents manually.
Start processing them in minutes.

From $5,000. Assessment in 1 week. Pilot pipeline in 2 weeks. Your document processing costs cut by 80%.