Solving Real-World Problems
With Production AI Engineering

From Software Tools to Finished Work

Enterprise productivity has reached the limit of what software tools alone can unlock. Giving an employee another complex dashboard or tool seat doesn't eliminate their backlog.

Our mission is to engineer AI-native execution systems that take in raw, messy real-world inputs (PDFs, EDI feeds, sensor logs, spec sheets) and deliver audited, finished outputs directly into enterprise systems of record.

Rooted in Enterprise Data Discipline

Before launching AI-native pipelines, DataRadian built its reputation providing world-class Data & Analytics (D&A) services—Master Data Management (MDM), Data Quality certification, and Executive BI dashboards—for multi-billion dollar manufacturing and hardware brands including Moen, Master Lock, Yale, and Therma-Tru.

This deep data pedigree means our AI agents are grounded in certified master records rather than ambiguous guesses.

1. Forward-Deployed Engineering

Our senior AI engineers embed with your operations teams for 2–4 weeks, shadow daily workflows, map out the hidden error patterns, and draft the domain rulebook by hand before productizing.

2. Deterministic Verification Layers

We never rely on probabilistic LLMs alone for mission-critical calculations. Every output is validated against rigid deterministic rule engines, mathematical invariant checks, and enterprise MDM schemas.

3. Compounding Error Taxonomies

Every single edge case caught by our human-in-the-loop reviewers feeds directly back into our automated rulebook. The system gets exponentially more accurate with every production run.

4. Multi-Agent Orchestration

We decompose complex enterprise tasks into specialized, coordinated agentic microservices: OCR vision extractors, domain rule validators, entity reconcilers, and consensus arbiters.

5. Enterprise Privacy & Security

Zero public model training retention. Automated data anonymization, strict SOC2 compliance postures, and VPC or on-premise execution options for sensitive IP and financial records.

6. Real-Time Telemetry & Auditing

Every processed unit produces an immutable cryptographic audit trail with complete lineage, reasoning steps, and verification logs viewable in our client portal or synced to your lakehouse.