Practical AI that works for your business, not just in a demo.
We help small and mid-sized companies find where AI makes a real difference, then design, build and run it: agents, assistants and models that fit your data, your systems and your budget.
AI services for every stage
From your first AI project to scaling what already works.
AI Strategy & Readiness
Find out where AI will actually pay off in your business before you spend on it. We review your processes and data, rank the opportunities by value and effort, and give you a clear roadmap.
AI Agents & Workflow Automation
Agents that do real work: they read requests, use your tools and systems, complete multi-step tasks and hand off to people when needed, with guardrails so they stay within the limits you set.
Knowledge Assistants
Give your team and customers instant, accurate answers from your own documents, policies, manuals and past tickets. Every answer is grounded in your content and cites its sources.
Custom Models & Efficient Deployment
When off-the-shelf AI isn't enough, we adapt open-source models to your domain and your data, then make them lean enough to run affordably, including privately on your own infrastructure.
Machine Learning & Predictive Analytics
Turn historical data into forecasts and decisions. We build and validate models for classification, scoring, recommendation and forecasting, and put them into production.
Explainable & Responsible AI
AI your stakeholders can trust. We make model decisions explainable, measure quality properly, and design systems that fit regulated and audit-heavy environments.
Small steps, real results
You see value early and decide at each step. No large up-front commitment.
- 1
Discover
We learn your business, goals and constraints, and pick the problem worth solving first.
- 2
Prototype
A working proof of concept on your real data, usually within weeks, so you can judge the value before committing.
- 3
Build & integrate
We turn the prototype into a reliable, secure system connected to your tools and processes.
- 4
Support & improve
We monitor quality and cost, train your team, and keep improving the system as your needs grow.
Enterprise-grade expertise, sized for you
Production experience
Over 18 years building software for global financial institutions, where systems must be reliable, secure and auditable.
Deep technical foundations
Engineering and mathematics training behind every model, from agents and retrieval to fine-tuning and evaluation.
Cost-conscious by design
We pick the simplest approach that works and tune systems to keep running costs sensible for small and mid-sized budgets.
Founder-led engagements
You work directly with senior expertise from the first conversation through to delivery.
Common questions
We're a small company. Is AI worth it for us?
Often, yes. Many of the best returns come from automating repetitive work or answering questions faster, and these don't need large budgets. We start with a short discovery to tell you honestly whether it's worth it.
Do we need a lot of data?
Not always. Assistants and agents can work from the documents and systems you already have. Custom models need more data, and we'll tell you up front what's required.
Is our data safe?
We design around your data policies. Where needed, models can run privately on your own infrastructure so data never leaves your control.
How do engagements usually start?
With a free introductory call, then a short, fixed-scope discovery or prototype, so you see results before any larger commitment.
Not sure where AI fits in your business?
Tell us what you're working on. We'll give you an honest view of what AI can do for you, with no obligation.
Talk to us