Financial Services
Volume for the machines. Judgment for people.
Exceptions, reconciliations, and document checks eat teams alive. We automate the volume and keep humans on the judgment calls, with an audit trail on every step.
The machine-shaped volume automated with an audit trail on every step, so your people spend their judgment on the exceptions that deserve it.
Auditable reconciliation agents
Row and column-level matching across systems with confidence scores and a human validation station for the edge cases.
Signature and document verification
Deskew, overlay alignment, similarity scoring. The same stack that's been battle-tested in elections.
Sensitive data scrubbing
PII removed before AI touches the data, rehydrated on output. AI help without the exposure.
Accounts, Transactions, Documents, Signatures. Modeled as one.
We name the real objects your business operates on, how they connect, and what a person or an agent can actually do to them. That model is the map every decision ties back to.
Data & Platform Engineering
End-to-end builds in your cloud. Data pipelines, standardized transforms, governed datasets, and the ops UI that teams actually run.
Ontology Design & Modeling
We design the object model, the parts, orders, patients, and signatures, that becomes the operational graph your teams work from.
AI & Agent Workflows
AI grounded in your ontology. Agents governed by your business rules, with human-in-the-loop where it matters.
Finance Ops Agents
Reconciliation, invoice validation, close workflows. Agents that do the month-end grind, with every recommendation auditable end to end.
Capabilities
- Invoice validation
- Reconciliation across entities
- Close workflow automation
- Exception routing
Revenue Ops Agents
Quote-to-cash, billing exceptions, pipeline hygiene. Agents that keep revenue data clean and deals moving without a human chasing every record.
Capabilities
- Lead & account matching
- Quote-to-cash tracking
- Billing exception handling
- CRM hygiene
Document Ops Agents
Handwriting, signatures, messy tables, legacy scans. Agents that structure the documents nobody wants to type, with confidence scores and review queues built in.
Capabilities
- Handwritten extraction
- Signature verification
- Table structuring
- PII scrubbing & rehydration
05Scenario What-If
Fork the ontology into a sandbox twin, simulate a shock, see impact before it touches production.
07Sensitive Data Scrubbing
Round-trip PII/PHI removal before AI touches the data, rehydrated on output.
08Signature Matching
Deskew, overlay alignment, similarity scoring. Battle-tested in elections.
Shipped, running, and measured.
Handwritten Document Processing
Petition Signature Verification
Reusable compute modules for handwritten data extraction, signature comparison, and guided human review at scale.
390K+
Signatures Processed
30%
Cost Reduction
95%
Less Manual Review
100%
Traceability