Knowledge assistants
Help teams find and use relevant information, with source references and access rules matched to the underlying content.
02 / AI that earns its place
Put AI to work. Where it matters.
AI is most useful when it solves a specific problem. We help identify the right use case, connect the relevant information and build an experience your team can evaluate and trust.
Book a discovery callKnowledge assistantsDocument workflowsAI features
A good fit when
01Your team repeatedly searches across scattered documents.
02You want to add useful AI features to an existing product.
03Manual review or classification is slowing a repeatable workflow.
What we can build
Scope shaped around your businessDocument assistance
Extract, classify and summarise information for review, with validation for the fields that matter to your workflow.
AI inside your product
Integrate assisted drafting, search or guided actions into a web app or internal tool, with clear user controls.
Evaluation & oversight
Define sample tasks, review failure cases and agree where human approval, monitoring and fallback paths are needed.
The way we work
From the first conversation to launch
We start with a bounded use case and representative examples. Then we evaluate a prototype against agreed quality, privacy, latency and cost requirements. Only a useful result moves into integration, with human review and fallback behaviour designed into the workflow.
Good questions
A few things you might be wondering.
01Do we need to replace our current software?
Usually the first step is to examine how AI can fit into your current workflow. The integration approach depends on API access, data quality and the security requirements of your existing tools.
02Will AI always give the correct answer?
No. AI can produce incorrect or incomplete output. We plan evaluation, source references where suitable, human review and fallback behaviour according to the impact of each task.
03How are data privacy and ongoing costs handled?
We agree what information can be processed, who can access it and which providers are suitable before implementation. Model usage, hosting and monitoring costs are discussed separately from development.
Your next move
What could work better?
An idea to build. A process to simplify. A system to connect. Let's find your next useful step.