We build software that replaces
entire workflows.

Agents for complex operations in finance, healthcare, law and other industries.

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/case-studies

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Autonomous Portal Navigation

AI agents that authenticate into complex web portals, handle multi-factor authentication, navigate dynamic UIs, and extract data without human intervention.

TB vs GL
4 matched1 breaks
SourceTarget
$1,240,000$1,240,000
$892,450$892,450
$567,200$564,800
$2,100,000$2,100,000
$445,300$445,300

Multi-Entity Fund Reconciliation

Automated matching of trial balances against general ledgers across dozens of fund entities, with instant break detection and variance reporting.

EOB_march_2026.pdf
Extraction complete
Patient Name
J. Martinez
98%
Payer
UnitedHealth
97%
Amount
$1,240.00
99%

LLM-Powered Document Intelligence

Extraction pipelines that turn unstructured PDFs, spreadsheets, and documents into structured, queryable data, complete with confidence scores and audit trails.

Copilot
Summarize variance in Q1 fund balances
3 entities show variance > $5k. Fund III-A has the largest break at $12,400, driven by a missed journal entry on 02/28. Recommended action: post correcting entry to GL account 4100.

Real-Time Operational Copilots

Conversational AI embedded directly in operator workflows. Analyze contracts, surface anomalies, and generate reports through natural language.

senior engineers at growth-stage fintech
AI-Extracted Filters
Role: EngineeringStage: GrowthIndustry: Fintech
2,847 results

Intelligent Search & Discovery

Natural language queries across millions of records, with AI-extracted filters, semantic ranking, and instant drill-down.

Source
Transform
Validate
Store
Pipeline complete

Data Pipeline Orchestration

End-to-end automation: ingest from disparate sources, transform, validate, deduplicate, and deliver, with full observability and failure recovery.

/thesis

Operations teams don't need another dashboard. They need the workflow replaced entirely.

We don't augment manual processes. We eliminate them.

If a human is copying data between systems, something is broken.

/industries

Financial Services·Healthcare·Talent & Recruiting·Legal·Technology