AI Services
AI use-case design and development consulting
We find the parts of your business where AI actually saves time, design agents that follow your industry's rules, and build them into software your team uses every day.
What we do
Use-case discovery
Interview front-line teams, map workflows, and decide which steps suit AI, how to measure results and what data is needed.
Domain-specific agents
Design task planning, tool calls and human checkpoints, turning industry rules and expert know-how into prompts, skills and validation.
Knowledge & data
Connect documents, business systems and professional data sources, with multi-format parsing and retrieval so every answer has a source.
Delivery & iteration
Design and build the desktop client, admin console and product website, then keep tuning based on real usage.
How we work
- 1
Discovery
Understand current workflows, pain points and existing data, and pick the first use cases.
- 2
Design & prototype
Deliver an agent design and an interactive prototype, validated on real materials.
- 3
Build
Develop, test and deploy in stages, with joint reviews at key milestones.
- 4
Launch & iterate
Track usage and feedback, and keep improving quality and experience.
Case study
A legal AI agentReads the whole case and cites its sources
A legal AI project XMLab took part in: a desktop agent for litigators. It works directly on the local case folder, extracting, converting and recognizing PDFs, Word files, images and archives, then reads the whole case before analyzing, researching or drafting, with every conclusion linked back to the source evidence.
- Automatic parsing of all case materials into a searchable case view
- Timelines, key facts and legal relationships with traceable sources
- Statute, case law and company data tools for evidence work and drafting
Have a business problem you want AI to solve?
Tell us about your use case and we will work out together how far AI can take it.