Ship LLM-powered features and agents that move real workflows, not just demos. Plus the scrapers and pipelines that feed them.
The reasons clients usually keep us once the first scope ships.
No bait-and-switch from your lead engineer in the pitch to a junior on day one. The people you scope with are the people who build.
We tell you what is in scope, what is not, and where the risks are — in writing, before you sign anything. Surprises kill projects.
You see real, running software every week. If a direction is wrong, you find out in week three, not week thirteen.
Each service has its own dedicated page. Most clients buy two or three of these together — we scope to the outcome, not the line items.
Three phases that bracket the work, whichever ai & automation service you start with.
A working session to map the outcome, constraints, and the smallest thing worth shipping first. You walk out with a written scope, not a sales deck.
Senior engineers in weekly sprints with live demos. You see progress every week — no surprise reveals at the end.
Production deploy, infra hand-off, runbooks, and team training. We stay on-call through the first traffic spike.
Projects where this pillar carried the bulk of the work.
Daily extraction across 40+ sources with LLM normalization and a review queue. Cut a 3-person manual research team to one reviewer per week.
~30 hrs/week of analyst time recovered
If you do not see your question, just ask. We will tell you straight whether we are the right fit.
The pillars are how we structure responsibility — not silos.
Full-stack product engineering across the languages and frameworks your business actually runs on.
Shopify and WooCommerce stores built for conversion — custom themes, integrations, and post-launch growth.
Custom software, ERPs, and project takeovers. Senior engineers who can walk into a half-built codebase and ship.
APIs, ETL, data pipelines, and the DevOps that holds it together. The plumbing that makes products durable.
Embedded product, scrum, and engineering management so the team you hire is the team that actually ships.
A 30-minute call, no slides. Tell us the outcome you need and we'll tell you what it takes to ship — honestly.