AI and automation applied to real operational bottlenecks.
Document processing, internal search, workflow automation and LLM-powered assistants built on your data.
The context
Most useful AI work inside a business is not a new model — it's connecting an existing large language model to your documents, workflows and business rules in a way people can trust. We focus on that integration work rather than research.
What we deliver
- Automation opportunity assessment
- Workflow and integration design
- LLM API integration
- Document/knowledge search
- Internal tooling
- Monitoring and guardrails
Capabilities
Business process automation
LLM-powered internal assistants
Document summarisation and extraction
Workflow and approval automation
Integration with existing business systems
Human-in-the-loop safeguards
How we approach it
We build on established LLM providers rather than training proprietary models, and design every automation with a clear fallback to a human reviewer, because reliability matters more than novelty in day-to-day operations.
Related solution showcase
AI Business Operations Assistant
A concept AI assistant for finding information and accelerating internal workflows.
View ShowcaseRelevant Technologies
Not sure where to start?
Tell us about the business problem and we'll help you identify the right approach.
Start a ProjectQuestions about ai & business automation
With a short discovery conversation about the business problem, current systems and constraints, followed by a scoped proposal covering approach, team and timeline.
Yes. We integrate with your repositories, project boards and communication tools rather than asking you to adopt ours.
We offer continued support and iteration after go-live, scoped separately from the initial build so it stays proportionate to what you actually need.
Through a shared project board, regular working sessions and demonstrations of working software rather than status decks.
Have a software challenge in mind?
Tell us what you're trying to build, improve or scale. We'll help you identify the right technical approach and engagement model.