AI-assisted, human-led

Ship products you can trust, within weeks not months.

Clear outcome. Fixed cost. Flexible path. No agency nonsense.

10+ launches
Launched products in the last 12 months.
2 weeks
Average first delivery after assessment.
100% rating
Satisfaction rating from clients in the last 12 months.
Trusted byBrokerBrokerBrokerBrokerCursor InsightExcalidraw
What we do

Four practices,
one accountable team.

The people who scope the work are the people who run it. No hand-off, no second team.

01
Security & resilience

Hardening AI-generated codebases: auth, secrets, data handling and dependency risk reviewed and fixed by engineers with 10+ years of experience.

Audit · Fix · Verify
02
Complex challenges

Cracking the hardest problems your team can't solve: from algorithmic design to distributed systems, we bring the right people to the right problem.

Analyze · Prototype · Deliver
03
Applied AI

Workflow automation, AI-assisted decision making and AI model fine-tuning: we help optimize and secure your business with AI.

Adapt · Train · Deploy
04
Product development

From idea to production: we help you ship products that are secure, reliable and maintainable.

Scope · Build · Launch
Case study

Designing Reliable Arrow Routing for Excalidraw

Complex customer requirements met algorithmic solutions. We designed a routing algorithm that is fast, reliable and visually appealing.

"What once had to be faked with manual arrow bends now just snaps into shape. Cleanly, in real time, on every Excalidraw board."
120 Hz
Rendering held with ~50 arrows re-routing
99%+
Wasted route searching eliminated
6 months
First requirements to shipped
How we work

Assess, build, run.

Assess

We start by understanding what you're building and what stands in the way. Then with your help scope and prioritize the product: what ships first, what waits, and which early decisions would be expensive to reverse. The senior engineers who run the assessment are the ones who will build.

Deliverable: A written proposal with defined outcome, price, and date.
Start here

Book an assessment.

One short call to understand how we can help and what's in the way.

We respond to every booking within 24 hours.