Agentic AI & workflow automation
Connect AI to the tools, knowledge and conversations your team already works with. We design and build focused workflows, with clear permissions, human decisions and a practical path from prototype to pilot.
Connected systems
An agentic system can follow a defined task, consult relevant information and use approved tools. We give that workflow a clear boundary: what it can do, who reviews its decisions and where the work goes when it cannot continue.
An example workflow
A service request, with a clear owner.
Understand the request
A question arrives by chat, email or phone.
Agreed channelsUse approved context
Consult permitted knowledge and connected business tools.
Defined permissionsReview the action
A person approves the sensitive step or takes over.
Human decisionComplete and record
Update the case and record what happened for follow-up.
Visible outcomeWhen the workflow lacks information or a tool fails, route the case back to the team with its context.
What we build
Start with a specific task and the people responsible for it. These services can stand alone or form part of a wider product; their scope follows your tools, data and operating needs.
Bring customer context, knowledge and business actions into one workflow. We connect the agreed tools through their supported interfaces and define what the agent may read, prepare or change. Sensitive actions can wait for an authorised person.
Move a request from intake to a useful next step: classify it, look up information, prepare an update and route it to the right team. Defined rules handle predictable work; exceptions return to an owner with enough context to act.
Design phone conversations for approved questions, information gathering and call routing. We plan a transfer to a human with the caller’s context, agree how consent and recordings are handled, and test the handoff with the selected telephony system.
Help customers or colleagues find answers in the material they are allowed to access. Connect approved sources, show where an answer comes from and define when missing or uncertain information should lead to a human response.
Turn approved call transcripts and chat histories into summaries, recurring enquiry themes and review queues. Agree the review criteria and data retention first; your team checks the findings before they guide customer or operational decisions.
Build a repeatable path from a brief to draft images, copy and content variants. Brand guidance, suitable source material and editorial approval shape the workflow, with people checking accuracy and usage rights before anything is published.
A practical delivery process
Useful automation needs more than a convincing demo. The pilot should show how the work behaves with your information, your integrations and the cases that need a person.
Map the current process with its owner. Agree the intended outcome, a comparison with how the work happens today, the data boundaries and the decisions that need approval.
Build a narrow version with agreed test data and integrations. Make the path from a request to a tool action visible, including the points where the system must pause or ask for help.
Review representative requests, incomplete information, incorrect answers and integration failures. Check permissions, action quality and human escalation against the agreed acceptance criteria.
Run an agreed pilot with a named owner and a fallback to the existing process. Review its results before expanding; hand over the workflow, operating notes and a way to investigate errors and manage changes.
Start with the work
Bring a workflow your team wants to improve: a queue of enquiries, an internal knowledge task or a process that crosses several tools. We can discuss a bounded pilot and the evidence you would need before taking it further.
Human-reviewed software engineering supports the whole system: integration code, application interfaces, testing and ongoing changes. Scope, delivery time, data handling and operating costs are agreed for the actual engagement.
Discuss how we could helpStart a conversation
Tell us about the product, the challenge or the idea. We can help you work out what comes next.
