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Custom AI Systems

Build exactly what your operation needs.

Agents, pipelines, internal tools, knowledge bases — plus automations that wire together the tools you already use. Scoped against your problem, built and run on an ongoing retainer.

Custom build · runs on a monthly retainer · scoped to your operation

Your brief
Architecture proposal
We build it
Security + legal-risk review
Ship: your repo
A trigger fires
The agent works
Your tools
Action taken
PythonFastAPIReactLLMPostgreSQLDockerSQLiteLangGraph
what we build

What we build

Every system is custom-scoped. Here's what the last dozen briefs looked like.

$ bl build internal-ai-tool

Internal AI tools

Custom dashboards, report generators, and workflow assistants wired to your existing systems.

$ bl build data-pipeline

Data pipelines

Ingest, clean, classify, and surface data from any source — spreadsheets to APIs to emails.

$ bl build agentic-workflow

Agentic workflows

AI-assisted workflows for intake, triage, drafting, and follow-up — with human review where it counts.

$ bl build rag-knowledge-base

RAG knowledge bases

Ask questions over your own documents, contracts, or SOPs — grounded answers, no hallucinations.

integrations

Automations & integrations

Not everything needs a full build. We also wire together the tools you already pay for — CRM, email, accounting, calendar, payments. Make / n8n / Zapier first, Python where it has to be. Idempotent by design, with retries, monitoring, and error alerting baked in so it stays working when an upstream API changes.

Lead → CRM + Slack

Form → HubSpot / Pipedrive → Slack

Stripe → invoice + email

Stripe → QuickBooks / Xero → email

Appointment reminders

Calendar → SMS + email, auto-rebook

HubSpot → QuickBooks

Deal closed → customer + invoice

process

How it works

01

Submit a brief

Tell us what you need to build or automate. Free — no commitment.

02

Architecture proposal

We design the system and scope the build. You review before anything starts.

03

Build & review

Engineering, security review, legal-risk review — all included.

04

Ship with confidence

Handoff call, private repo, full documentation. You own it outright.

included

Every project includes

No surprises. No add-ons. These are standard.

Security review (OWASP Top 10 and OWASP LLM Top 10)
Legal-risk review on scope & our deliverables
Architecture proposal before build starts
Private GitHub repo + technical documentation
Handoff call included
Post-ship bug fix window (14 days)

Ready to scope your build?

Book a 30-minute discovery call. We'll review your brief and come back with an honest proposal.

Book a call →