AI and software consulting from decision to delivery.
We help teams integrate AI into real processes, improve software delivery, modernize existing systems, and build custom solutions with a clear business purpose.
AI consulting & adoption
Claude Code & AI-assisted development
Software architecture & delivery process
Custom software development
Specialized consulting services
Three specialized entry points when you need a quick assessment, a structured plan, or hands-on support.
AI consulting & adoption
We help select AI use cases that make business sense, define guardrails, and embed AI into existing workflows without unnecessary risk.
What's included
- AI adoption strategy & use case prioritization
- Risk, security, and data assessment
- LLM integration into internal tools and business processes
- Evaluations, testing, and AI feature monitoring
- Team handover and decision documentation
Claude Code & AI-assisted development
We introduce Claude Code, Codex, and similar tools into the development process so they accelerate work without bypassing quality, review, and ownership.
What's included
- AI coding workflows for teams
- Claude Code skills, subagents, and review standards
- Spec-driven development and clearer task handoff
- Security rules, code review, and test disciplines
- Impact measurement without losing control of the codebase
Software architecture & delivery process
We help leadership and teams make technical decisions, reduce delivery friction, and set up a process that better maintains quality.
What's included
- Architecture review & technical planning
- Product discovery and development specifications
- CI/CD, testing, observability, and release process
- Legacy codebase modernization without stopping development
- Roadmap of decisions, risks, and trade-offs
Custom software development
We design and build web, mobile, backend, integrations, internal tools, and automations that solve concrete business problems.
What's included
- Web applications, dashboards, and internal tools
- Backend systems, APIs, and integrations
- Mobile development with Kotlin, Swift, and KMM
- Automations and modernization of existing systems
- .NET, TypeScript, React, Go, Python, and other proven stacks
Technology is a tool, not a starting point.
We use proven technologies when they naturally fit the problem, team, and existing codebase. We don't push stacks for marketing.
AI & workflows
Backend & integrations
Frontend & mobile
Delivery & quality
A process that reduces risk before the codebase takes it on.
We work structured enough that decisions are clear, but practical enough that delivery momentum isn't lost.
Discovery & technical mapping
We understand the business goal, existing system, team capacity, data, risks, and where AI or a better process can bring real value.
Architecture & delivery plan
We define decisions, system boundaries, integrations, quality criteria, and an implementation plan the team can understand and maintain.
Implementation & quality assurance
We build iteratively, with code review, automated checks, clear task handoff, and feedback from real usage.
Handover & ongoing development
We prepare documentation, runbooks, decisions, and recommendations for continuing development — whether the internal team takes over or we keep working together.
Have a process, codebase, or AI idea that needs grounding?
Send us a brief context. In the first conversation, we can map the problem, risks, and the most useful next step.
Book a call