Build & Implementation
We build the AI. Then we operate it.
Whether it's a custom agent, a document processing pipeline, or a full product, we build using the same stack and the same standards as our own five products in production.
What we build
Production-grade AI, end to end.
Custom AI agents & assistants
Claude / GPT / local LLM-powered agents wired into your business systems. Real tool use. Real guardrails.
Document processing pipelines
Two-pass extraction, confidence scoring, queue-backed async processing. The architecture behind BenefitShield.
Full-stack applications
React + TypeScript front ends, Fastify or Next.js back ends, PostgreSQL persistence. The stack we run our own products on.
Containerized deployment
Docker on a VPS or cloud target you control. Traefik for SSL. Self-hosted or managed — your call.
Automation engines
Cron-driven workflows, CASL-compliant email outreach, webhook-triggered jobs. The CRM behind AEC Benefits.
Privacy-first architectures
Local-first AI where data must stay on-device. Tenant-scoped storage where it must stay separated. The model behind TalkAbout.
Proof in production
Every capability above is something we already run.
Have something specific in mind?
Most builds start with a one-day strategy session — we use it to scope the work properly before quoting. The strategy day fee credits toward the build if you move forward.