Services

Outcome-driven AI engineering, from agentic systems to platform modernization.

In-place Rails/Ruby upgrades while you keep shipping. Dual-boot + blue/green, strong_migrations, CI hardening, and SLO-driven tuning.

Production-ready connectors with test suites and docs.

Executive-ready prototypes + tech spikes in 2 weeks. De-risk before you build: clear go/no-go with user validation and feasibility proof.

One control plane to design, run, observe, and govern multi-agent/LLM apps, with routing, guardrails, and audit trails at enterprise scale.

Dedicated pods + fractional leadership. Predictable throughput, zero-freeze onboarding, audit-ready workflows.

AI-specific security hardening with compliance frameworks that matter.

Modular monolith first; APIs; observability & cost.

Registry, monitoring/drift, and model governance.

GIS + KPI dashboards with a data-quality spine.

PoC→prod pipeline on edge/cloud.

RAG features shipped to production safely.

Multi-agent automations with guardrails and HITL review.