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We design, build, evaluate, and run production agents for reconciliation, intercompany close, financial-crime investigation, and claims — for fintech, multi-entity companies, and healthcare. Fixed fee. Live in 6–12 weeks. Deployed in your VPC. Official Databricks partner and member of the Claude Partner Network.
Book a 30-min architecture walkthrough →Working demos and production builds — every card is clickable. Recorded runs use demo data.
Claude
Databricks
AWS
End-of-day reconciliation across gateway, processor, and bank settlement files — every break surfaced with its evidence before your team starts the day.
• Surfaces critical exceptions — orphan settlements, amount mismatches, duplicates
• Two-tier architecture — PII never reaches the public-tier agent
• Audit trail + human approval on every privileged action
Open the recorded run →Claude
NetSuite
AWS
Intercompany close for multi-entity groups — GL exports from every entity matched, netted to nil, and consolidated with a hash-stamped evidence record.
• Auto-clears ~90% of intercompany matches — deterministic engine, LLM never invents a match
• Routes the ambiguous ~10% to a human queue with suggested resolutions
• Hash-stamped, audit-grade evidence record on every match and elimination
Open the recorded run →Claude
Databricks
AWS
Pre-adjudicates and routes healthcare claims, prioritized by denial risk, with a certified-reviewer gate on every decision.
• Extracts structured data from messy documents
• Prioritizes by denial risk
• Built HIPAA-ready from day one
Walk through this agent in 30 min →Claude
Databricks
AWS
Answers your team’s data questions over a governed Databricks lakehouse — cited sources on every answer, inside your VPC.
• Natural-language queries on trusted data
• Cites its sources on every answer
• Deploys inside your VPC
Walk through this agent in 30 min →Four rules on every build: the deterministic engine decides, the model explains, the evidence chain proves, a human approves. Evals gate every release, and personal data stays in a vault the everyday agent cannot open. It is the pattern Anthropic describes in Building Effective Agents — hardened for regulated finance and healthcare.
We map one process to an agent, the evidence chain it needs, and a fixed-fee range. No slides, no pitch — and if it isn’t a fit, we say so on the call.
Book a 30-min architecture walkthrough →