End-to-end services, delivered by principal engineers.
12 capabilities covering strategy through signed production. The people pitching the work are the people doing the work.

AI transformation strategy
Outcomes, architecture, and a delivery plan you can actually staff.

Enterprise-wide multi-agent automation
End-to-end automation across the business - sales, ops, finance, support. Not a chatbot.

Spec-driven, AI-assisted engineering
Predictable AI-driven engineering. The SPECTRA methodology.

An AI that knows your company
Retrieval grounded in your sources. No hallucinations on the record.

Custom agents, skills, and MCPs
Built for real tool use - not demos.

POC to prod, signed
Latency, cost, observability, and compliance - to your VPC.

Multilingual voice agents over SIP
Multilingual, regulated-grade redaction, contact-center native.

OCR, document AI, and inspection
When pixels have to mean something - quality, medical imaging, document understanding.

Predictive maintenance & risk scoring
Time-series, classical ML, signed audit trails. Live across hundreds of millions of transactions.

Wearables, IoT, and offline inference
Hardware + firmware partnerships. Low-latency models for the field, not the cloud.

Operators who can run it Monday
Runbooks, training, on-call rotations. Not a vendor handoff.

Legacy platform modernization
Mainframes, monoliths, and stacks no one wants to touch - re-platformed without freezing the business.