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Home / Capabilities
What we do

Full-stack software. AI where it earns its place.

Five capabilities, built by the same team, applied to whatever the problem actually calls for.

AI-Coreapplied where it helps
Automateapplied where it helps
Buildthe software itself
Infracloud & data underneath all of it

Build and Infra are the foundation on every project. AI-Core and Automate get layered in only where they genuinely earn their place — not by default.

BUILD

Custom Software Development

Web and mobile applications built end-to-end for the business — from first spec to production deployment. This is the foundation everything else sits on.

  • Web application design & development
  • Mobile app UI/UX and front-end build
  • Django / PostgreSQL / React stack (our default, not a constraint)
  • API design and third-party integrations
Django PostgreSQL React React Native
See it in action: CRW Truck Driver Training →
INFRA

Cloud & Infrastructure

The backend and database work that keeps a product reliable at scale — and doesn't fall over the week it gets real traffic.

  • AWS architecture (ECS, RDS, S3, IAM)
  • DevOps, CI/CD, and deployment pipelines
  • Database design and performance tuning
  • Monitoring, logging, and incident response
AWS ECS RDS S3 IAM
See it in action: Adulis →
AI-CORE

AI Product Development

For products where AI is genuinely the right tool — natural-language search, semantic matching, and model integration, not a chatbot bolted onto an existing flow.

  • Natural-language search & matching engines
  • AWS Bedrock and LLM API integration
  • RAG pipelines and vector search
  • Model versioning and lifecycle management in production
AWS Bedrock Claude Vector Search
See it in action: Adulis →
AUTOMATE

Workflow Automation

Replacing manual, spreadsheet-driven operations with automated pipelines — AI-powered where it helps, straightforward where it doesn't.

  • Internal tooling and ops automation
  • Data pipeline & reporting automation
  • Customer-facing workflow automation
  • Third-party service orchestration
Python RSS / Email Scheduled Pipelines
See it in action: Halveo →
LOCAL

Websites for Local Business

A different kind of build for a different kind of client: pre-built websites for local service businesses, hosted and maintained for a flat monthly rate — not a bespoke project, a real product.

  • Pre-built, ready before the business ever asks
  • Hosting, SSL, and domain included
  • Ongoing maintenance and monthly reporting
  • Self-serve subscription via Stripe Checkout
Static Sites S3 / CloudFront Stripe Billing
See how it works →
How we work

From first call to production.

01

Scoping call

30 minutes, no sales deck. You describe the problem; we tell you honestly what it'll take — including if AI genuinely belongs in the solution or not.

02

Technical proposal

A real architecture and timeline, not a vague estimate — what gets built, in what order, and why.

03

Build in the open

Direct communication throughout, production-grade code from day one — not a black box until the reveal.

04

Deploy & stay reachable

Shipped to production, monitored, and supported by the same people who built it — not handed off to a different team.

Fit check

Who this is actually for.

Good fit if you...

  • Have a real, specific problem — not just "we should have an app"
  • Want direct access to whoever's actually building it
  • Are open to being told AI isn't the right tool, when it isn't
  • Need something that has to actually work in production, not a prototype

Probably not a fit if you...

  • Want a large team and a formal RFP process
  • Need an AI feature specifically because it's trendy, not because it solves anything
  • Are looking for the cheapest possible template site — see our Websites product for that instead