AI & Automation
LLM integration and workflow automation that removes manual work — chosen and implemented by the person who'll be accountable for it working.
Language-model features integrated into existing products, scoped to what actually improves the product.
Multi-step, tool-using AI workflows for tasks that used to need a person watching every step.
Retrieval-augmented systems that ground AI answers in a business's own documents and data.
Manual, repetitive processes automated end to end, from trigger to outcome.
Assess
Where AI actually helps, and where it would just be for show.
Prototype
A working version, tested against real inputs, before committing to the full build.
Integrate
Built into the existing product or process, not bolted on as a separate tool.
Monitor
Ongoing checks on output quality and cost as usage grows.
Is this just a chatbot wrapper?
No — the work starts from what the workflow needs, and a language model is used where it's the right tool, not by default.
Can you work with our existing engineering team?
Yes — AI features are integrated into your codebase, not delivered as an isolated side project.