Irwin Mitchell
AI that processes legal documents accurately enough to take on demanding work. With people approving each result, hours of work come down to minutes.
Our founder's own project
Put AI to work in your business
We are an AI software development company in Vilnius, Lithuania. We help you adopt AI, build AI agents that do real work inside your systems, and turn new ideas into AI products.We help you adopt AI, build AI agents and launch AI products.
AI ADOPTION • AI AGENTS • AI INNOVATION
See AI at work
What we do
AI services
From the first use case to a system your team relies on every day. We start where AI pays off and build it to last.From the first use case to a system your team relies on every day.
AI adoption and strategy
Find the use cases worth doing, check that your data and systems are ready, plan the roadmap and governance, and train your team.
AI agents and automation
Agents that do real work in your CRM, ERP, documents and ticketing, with people approving the steps that matter.
AI product development
LLM features, knowledge assistants and integrations with the major model providers, or with open and local models.
AI innovation and prototyping
A working proof of concept in weeks, so you can test a new idea with real users before you commit.
AI agents that do real work
An agent reads, decides and acts across your tools. We build agents that handle real tasks inside your systems and leave the decisions that matter to people.An agent reads, decides and acts across your tools.
Connected to your systems
Secure integrations with your CRM, ERP, documents and ticketing.
People stay in control
Approval steps, clear limits and a full log of every action an agent takes.
Measured in production
Evaluations, monitoring and cost tracking from the first release.
How an AI project runs
Find the use case
Workshops with your team, a look at your data and systems, and a shortlist ranked by value and effort.
Prove it with a prototype
A working proof of concept on your own data, tested with the people who will use it.
Build for production
Integration with your systems, evaluations and tests, monitoring, and approval steps where people need them.
Hand over and improve
Training for your team, documentation, and measured results to decide what comes next.
About
Maxwell Software Solutions is an AI software development company in Vilnius, Lithuania. Our engineers build AI agents, LLM features and AI products, with deep grounding in classic software engineering: architecture, testing, refactoring and reliability. That grounding is what turns an AI demo into a system people can rely on.
The engineering behind production AI
Evaluations and tests
AI features are tested like any other code, with evaluation sets that catch regressions before your users do.
Clean foundations
Audits, refactoring and CI/CD that make an existing codebase ready for AI.
Monitoring
Logs, traces, and quality and cost tracking show what the AI did and why.
Safe rollout
Staged releases, feature flags and human approval keep new AI behaviour under control.
Selected work
Real AI work
From legal documents to a live website: what we have built with AI, and how we pick the right model for each job.What we have built with AI, and how we pick the right model for each job.
Miausairovi Cattery
We built and maintain the site. The client comments on a preview, an AI agent makes the fix, a person approves it, and it goes live.
miausairovi.com (opens in a new tab)Our multi-model AI orchestrator
Runs work across Claude, OpenAI's models, Grok, Kimi and local open models, choosing the right model for each step and checking the results. It's how we know, in practice, what each model is good at, so clients get the right model for the job, not just the popular one.
NeoNova
We built it. Design your own sign and watch it glow as you type.
neonova.company (opens in a new tab)Founder experience
Before MSS, our founder spent years engineering software for Sage.
Sage is a UK software company whose accounting, payroll and HR software is used by businesses around the world.
Contact
Tell us where you want AI to help: a process to automate, a product idea, or a question about readiness. You will get a quick reply with a first view and suggested next steps.You will get a quick reply with a first view and suggested next steps.
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Maxwell Software Solutions