Validate a complex software or AI initiative, build it for production, or keep evolving a live system with continued senior engineering ownership.
Every engagement starts with a 30-minute technical evaluation by an experienced engineer. We will recommend the smallest useful next step — or tell you when we are not the right fit.
From idea or stalled PoC to working software in three weeks.
Experienced engineers take your problem, lock the scope in week one, build in week two, and deliver working software with an architecture readout in week three. Fixed price, no surprises.
Complex builds, AI integrations, and modernizations that hold up in production.
Milestone-gated delivery with agreed exit criteria at each gate. Named, experienced engineers from week one. A codebase your team can maintain without us at the end.
Keep a live product, enterprise platform, or ongoing system moving forward with continued senior engineering ownership.
Named, experienced engineers integrated with your team. Architecture oversight across your roadmap. Monthly scope reviews so you scale up or down without a hiring cycle.
Tallinn, Estonia · EU HQ · Austin, Texas · US HQ
Every engagement brings together the capabilities the work requires, with one team responsible for architecture, delivery, quality, and handoff.
AI systems and workflow automation connected to real data, existing products, and the human controls required in production.
Explore service Core engineeringFull-stack delivery, API design, and technical debt resolution — experienced engineers named and accountable from week one, no rotating junior pools.
Explore service Data systemsPipeline engineering, AI data infrastructure, and third-party integrations built to survive schema drift and upstream provider failures at production scale.
Explore service Product designInterfaces designed for the edge cases AI creates — loading states, confidence indicators, and fallback moments. Component-level Figma delivery with implementation QA.
Explore service QualityTest strategy, automated suites, and AI eval harnesses — the quality infrastructure that makes shipping fast and production regressions rare.
Explore service ReliabilityIaC-based cloud infrastructure, CI/CD pipelines, and observability engineered so reliability is a system property — not an on-call problem.
Explore service SecurityArchitecture-level security review for application, cloud, and AI-integrated systems — prioritized findings, clear evidence, and a remediation plan your engineering team can act on.
Explore serviceYou do not need to choose a service before the first call. These signals show where the work usually begins.
You have an idea, but the riskiest technical assumption is still unresolved.
Product PilotThe demo works, but you do not know whether it can survive production.
Product PilotYou know what to build and need accountable milestone-based delivery.
Build & ModernizeAn existing platform needs modernization without stopping the roadmap.
Build & ModernizeYour roadmap is growing faster than your internal engineering capacity.
Scale & EvolveThe system is live and needs continued engineering ownership.
Scale & EvolveWe use Copilot, Claude, and other approved AI tools where they improve delivery. Experienced engineers remain responsible for architecture, code review, security, and production deployment. Tool usage and client-data restrictions are agreed before work begins.
Straight answers to what buyers usually ask before the first call.
If the technical path is uncertain, start with Product Pilot. If the problem and scope are already clear, Build & Modernize is usually the right fit. If you need ongoing experienced engineering around an existing roadmap, Scale & Evolve is the better model. We will recommend the smallest useful next step on the first call.
Not in the generic body-shopping sense. Scale & Evolve gives you named, experienced engineers accountable for delivery around a defined product or platform roadmap. We care about architecture, handoff, and outcomes, not only filling seats.
Yes. For existing systems, we usually begin with a focused code, architecture, or delivery assessment so we understand the risks before committing to delivery milestones.
We use AI tools for speed, but experienced engineers remain accountable for architecture, code review, security, and production behavior. Client data and tool usage rules are agreed before work begins.
Product Pilot starts from $20K. Build & Modernize starts from $50K and scales with scope. Scale & Evolve is custom, usually based on the monthly engineering commitment and scope.
Tell us what you are trying to build, fix, or take into production. An experienced engineer will recommend the smallest useful next step.
Book a 30-min technical callAn experienced engineer replies within 4 business hours.