We design and develop AI systems that connect to business software, use information effectively, and perform defined tasks.
Build agents around a specific role, task, or business workflow. Our work can include task planning, tool use, context management, human approvals, and recovery when a task cannot be completed.
Research assistants · Operations agents · Support agentsGive AI agents the ability to search records, process files, generate documents, update systems, and interact with external services—with defined inputs, permissions, and validation.
APIs · Databases · Documents · Business softwareConnect compatible AI applications to selected capabilities from your APIs, databases, document systems, and internal software using Model Context Protocol integrations.
Scoped access · Custom tools · Secure connectionsCoordinate specialist agents when a workflow benefits from separate responsibilities, task handoffs, shared context, review steps, and execution controls.
Clear roles · Task handoffs · Review controlsCombine software automation, business rules, and AI-assisted decisions across CRMs, email, databases, document platforms, and internal applications.
Connected systems · Business rules · Less repetitionTurn an AI capability into a usable product with thoughtful interfaces, accounts, permissions, administration tools, and required integrations.
Web applications · Embedded assistants · Admin toolsMake business information easier to find and use through source-backed question answering, extraction, classification, and review workflows.
Document search · Extraction · Source-backed answersAssess agent performance with task-based testing, tool-use accuracy, failure analysis, monitoring, usage controls, and ongoing improvement.
Evaluation · Monitoring · Ongoing optimisationExplore feasibility and test a focused use case before committing to a wider build.
Build a defined solution with agreed deliverables and practical acceptance criteria.
Maintain integrations, review performance, and extend capabilities as needs evolve.
Share your workflow, existing systems, and project goals. We’ll help shape a realistic scope.
