01
Audit the current reality
We read the codebase, check the infrastructure, and talk to your team — then write down what's actually slowing you down, before proposing anything.
Senior AI delivery for teams scaling real systems
AIsystems,automation,andclouddeliverywithouttheusualtechnicalnoise.
How It Works
Four steps from a rough idea to a system in production.
Tell us what's broken or what you want to build. We map it, design it, build it, and stay close enough after launch that your team can run it without us.
02
Design the system
We draft the architecture and the build plan with the tradeoffs spelled out, so you can sign off on what gets built and why before any code is written.
03
Build and automate
We write the code, the tests, and the monitoring side by side — so what ships is something your own team can read, debug, and extend later.
04
Launch and stabilize
We handle the rollout, fix what surfaces in the first weeks of real usage, and hand over documentation your team can actually follow.
Work
Most projects don't stall at the idea. They stall in the gap between "it works on my machine" and "it runs in production."
That gap is where we live: turning prototypes, half-built tools, and shaky infrastructure into systems your team can run on its own.
ML in production
Models that survive contact with real users.
We take ML work past the notebook stage — building the API, the evaluation pipeline, the monitoring, and the retraining loop that decide whether a model holds up after launch.
ML in production
From a working prototype to a monitored production API
Evaluation pipelines, logging, and retraining triggers
Documentation your team can use without us in the room
Internal tools & automation
Automation that replaces busywork — not adds to it.
We build internal tools, integrations, and AI-assisted workflows that take repetitive tasks off your team's plate, with enough logging and approval steps that nobody has to babysit them.
Internal tools & automation
Workflows that connect the tools your team already uses
Approval steps, error handling, and logs people actually read
Hours of manual work removed per week — not just on paper
Why Us
The people who scope the work also build it.
No handoff from a sales engineer to a delivery team you've never met. The senior engineer in your kickoff call is the one writing the code.
Data Science & ML
Feasibility checks, model development, evaluation, and the production infrastructure to run it all reliably.
Automation Systems
Internal tools, integrations, and AI-assisted workflows — built with logging and approval steps so nothing runs unchecked.
Technical Audits
A structured review of your architecture, code, and infrastructure, with a ranked list of what to fix first and why.
Platform Delivery
Cloud infrastructure, CI/CD, and deployment pipelines set up so releases stop being a stressful event.
Signal Strength
100%
of the work done by senior engineers
0
subcontractors or outsourced juniors
6
engineering disciplines under one roof
12-24h
typical reply time on a new brief
What We Hear Most
Sound familiar? That's usually when teams call us.
Three briefs come up again and again. If one of them describes where you are right now, it's probably worth a conversation.
Our ML prototype works in the demo, but shipping it safely keeps slipping every sprint.
Common brief
We know exactly what we want to automate, but our current stack can't support it cleanly.
Operational bottleneck
Every release takes longer than the last one, and nobody on the team is sure why.
Platform signal
Pricing
Three ways to work with us — pick the one that fits.
A focused audit if you need clarity, a build sprint if you have a defined outcome, or an embedded partnership if you need a senior engineer on tap.
Fixed scope
Audit Sprint
A focused, time-boxed review of your architecture, codebase, or infrastructure — useful before a major technical decision or investment.
- Code and architecture review with a written report
- A ranked list of risks and what to fix first
- A roadmap you can hand to your team or investors
2-6 weeks
Build Sprint
A scoped engagement to design, build, and ship a specific feature, integration, or system — with the outcome agreed before we start.
- Fixed scope and timeline, agreed up front
- Working code, tests, and documentation — not a prototype
- A real handoff: docs, runbooks, and a walkthrough with your team
Ongoing
Embedded Partner
An ongoing arrangement where a senior engineer works inside your team — your stand-ups, your sprints, your codebase — for as long as you need.
- Direct access to a senior engineer, not an account manager
- A seat in your planning, reviews, and incident calls
- Flexible monthly terms — scale up, down, or pause as needed
Ready when you are
Have a project in mind? Let's talk about it.
Send us a short description of what you're building or what's broken. We'll reply within a day with honest thoughts on scope, approach, and whether we're the right fit.