02
Cloud & DevOps
We bring the cloud bill down and make production observable - metrics, logs, and alarms that surface problems before your users do.
- AWS
- GCP
- Azure
- Datadog
Software development partner · US-contracted
One team.Idea to scale.No handoffs.
We’re the expert engineering team that takes your product from first idea to production scale - and stays to run it.
How we work
Four steps. One team.
No handoffs.
013-10 days
Discovery & scope
We map the problem, constraints, and the shape of a working system before anyone writes code. You leave knowing what we would build and why.
Deliverable
A written scope, risk list, and order-of-magnitude estimate.
023-5 days
Proposal & plan
We turn scope into a costed plan: milestones, deliverables, named engineers, and a commercial model. No work starts until the plan is agreed.
Deliverable
A fixed proposal, milestone schedule, and team assignment.
034-16 weeks
Build & ship
We build in reviewable increments against the plan, with code review and CI on every change. You see working software on a regular cadence, not a reveal at the end.
Deliverable
Shipped increments, demo access, and weekly progress.
04Ongoing or fixed handover
Run & scale
We operate, harden, and extend what we shipped - or hand it to your team with documentation and a runbook. You decide whether we stay on or step back.
Deliverable
A runnable, documented system, handover, optional support.
1
team, idea to scale
0
handoffs
100%
client-owned IP
US
entity & contracts
Industries we build in
- Banking & payments
- iGaming
- Travel & hospitality
- B2B commerce & distribution
- Fintech & trading
- Healthcare
What we build
Custom software, built to hold up.
AI and ML integrations, custom web and mobile apps, and the cloud and DevOps work that keeps them running in production.
View all services →01
AI & ML integrationsFlagship
LLM features, agents, and data pipelines wired into real products - measured, not bolted on for show.
- Pipelines
- Evals
- Loops
- Agents
03
Tailored software
Web and mobile apps, SaaS platforms, and internal tools - built to your domain, not bent around a template.
- Web & mobile
- SaaS platforms
- Internal tools
- APIs
AI Proving Ground
AI, proven in your environment.
We prove an AI system works in your environment - governed, evaluated, secured - before it ships.
Enter the AI Proving Ground→Field notes - DIY AI
- 60%of AI projects die on un-ready data.
- 52%of answers on ungoverned data are fabricated - same model, no governance.
- ~7%of enterprises get AI past the demo and into production.
The model is rarely the problem. The system around it is - and that is what we prove.
Selected work
Shipped, measured, in production.
What we’ve built, and how it held up once real traffic hit it. Numbers, not screenshots.
iGaming · 2025
Cut AWS spend roughly in half on a 1M-user platform
A legacy service estate re-architected into event-driven microservices, taking infrastructure cost down about 50% without losing a transaction.
~50%
lower AWS infrastructure cost
Cloud & platform→
Travel · 2025
Moved a booking engine off Ruby without downtime
A legacy Ruby booking engine rebuilt on .NET and migrated with 450,000+ historical bookings intact and no service interruption.
0
hours of downtime in migration
Cloud & platform→
B2B commerce · 2026
An AI sales platform serving 100+ enterprise distributors
Order prediction, abandoned-cart recovery, and route optimization on a multi-tenant platform, with a real-time ERP sync that stops orders going missing.
100+
enterprise clients on one platform
AI & ML→
Commercial models
Three ways to work together.
Fixed scope, time and materials, or a retainer - we recommend the one that fits the work, and tell you when a fixed price would cost you more than it saves.
01
Fixed scope
Well-defined work with a clear endpoint and a budget that needs certainty.
02
Time & materials
Evolving products where scope moves and you want to steer week to week.
03
Retainer
Ongoing build, maintenance, and a reserved team you can call on.
What we commit to
The terms we hold ourselves to.
- 01We reply within one business day.
- 02You own the IP - assigned to you in writing on payment.
- 03No lock-in - we hand over a documented, runnable system.
- 04Named engineers on your project, not a rotating bench.
- 05A security review runs before every release.
- 06We notify you of any incident affecting your data - within 24 hours, in writing.
Start a project
Tell us what
you’re building.
Send us the problem - we’ll reply with a real engineer, not a sales script.