Enterprises are racing to embed AI agents. But most agentic projects don't fail on the model; they fail on governance and execution. The era rewards exactly what we've always done, build the unglamorous 99% first.
Five capability pillars.
Production foundations: data, integration, real-time
The 99% everything depends on: clean pipelines, real-time data, standards-based integration, reconciliation, observability.
ETL, real-time IoT telemetry, FHIR / payment-gateway / MES integration, reconciliation, monitoring.
Track record: systems running on live factory floors and PCI-compliant payment rails.
Event-driven, real-time data backbones autonomous agents can safely read and act on.
Custom platforms & modernization
Core software and platform engineering: build new systems, or modernize and integrate legacy ones, then keep them maintainable for years.
Multi-tenant SaaS, internal platforms, API & gateway layers, legacy ERP/CRM/MES/EHR modernization.
Track record: multi-tenant EHR live across 4 US clinics; a unified payment gateway suite.
Composable platforms a team can extend without re-architecting.
Security & compliance by design
Compliance built into the architecture, not bolted on, extended to what an autonomous system is allowed to touch.
HIPAA-aligned (BAA-backed), PCI DSS 4.0-aligned, tokenization, least-privilege, audit logging, hardening.
Built to pass your security questionnaire.
Agent-era controls, scoped permissions and immutable AI decision logs.
Applied AI that passes the audit
Prediction, document intelligence and decision support on regulated data, human-in-the-loop, accuracy measured and reported.
Predictive models, clinical/financial document understanding, decision support inside a compliant framework.
Track record: measured accuracy on regulated clinical data.
Domain copilots that draft, check and explain, always under human sign-off.
Agentic AI you can trust in production
Autonomous agents that act with guardrails, policy enforcement and human-in-the-loop, designed around a model you assume will misbehave. Private GraphRAG knowledge that can run fully on-device.
Safety kernels, circuit breakers, tool/permission boundaries, evals on the full trajectory; on-device GraphRAG (WebGPU/WASM).
Track record: Kite (open-source agent framework) and Nebula (local-first GraphRAG, 430+ tests).
Multi-agent orchestration with auditable reasoning, a decision log a regulator could read.
How we work with you.
Two doors, founders and teams, sharing the same capabilities.
Walk into your round with something real.
Engagements sized to your situation.
Not sure which fits? That's the call. Book 30 minutes, we'll map it with you.
Book a call