Build & Implementation
We build the AI. Then we operate it.
Custom agents. Document pipelines. Full applications. Built using the same stack and the same standards as our own six products in production. Shipped to run, not to demo.
Production-grade
Six products live. Same stack we'd ship for you.
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 powering BoxBuddy and AEC Benefits in production.
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. Running live inside AEC Benefits 24/7.
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.
Related reading
Before you build, read these.
30-minute strategy session
For real businesses with real problems.
Not for tire kickers. Not for tech tourists looking for a demo. For business owners who already know something in their operation is broken — and want to know if AI can fix it.
This isn't about replacing people.It's about killing the bad business processes your team hates as much as you do — the manual work, the missed calls, the after-hours admin.
Strategy sessions are free. Strategy Days are $1,000, capped at 4 people per session. Larger teams or multi-location workshops by special arrangement — ask when you book.
Your session is with
Steffen deGraaf
Founder, BotLogix · Burlington, ON