
Workflow discovery & design
We map your current process, spot the repetitive steps and prioritise the most useful automation opportunities.
Process mapping · Opportunity reviewConnect your tools and put practical AI to work. We design workflows that help your team move information, make decisions and stay in charge of the process.

Reduce the routineFind the repeatable steps that are ready to automate, without forcing every task into a workflow.
Connect your existing toolsMove information between the systems you already use, instead of relying on copy and paste.
Keep people in controlBuild in approvals, clear exceptions and human review wherever the work needs judgement.Start with one operational bottleneck, or map a wider opportunity. We’ll choose the simplest approach that fits the task and its risks.

We map your current process, spot the repetitive steps and prioritise the most useful automation opportunities.
Process mapping · Opportunity review
Connect forms, CRMs, documents and internal tools so the right information reaches the right place.
APIs · Connected systems
Extract, classify and summarise information from documents, with validation and review for uncertain results.
Extraction · Classification
Help your team find and use approved knowledge, with clear limits on what the assistant can access and do.
Knowledge workflows · Team support
Organise incoming requests, prepare draft responses and route work using agreed business rules.
Triage · Approvals
Make workflows easy to follow with logs, exception handling and a plan for ongoing maintenance.
Alerts · Workflow supportOne connected approach: process first, the right tools second, with review and safeguards throughout.
Illustrative workflow patterns we can explore together. The right build always depends on your systems, your data and your approval needs.

Sort a request, prepare a structured record, and send it to the right person for the next step.

Pull out key fields, flag anything missing, and ask a reviewer to approve the record.

Find relevant internal material and prepare an answer with links to its sources.
We work in clear stages, with deliverables at each one and room for honest feedback. No mystery between the milestones.
We document the process, the tools, the owners and where it tends to fail. Then we choose one focused starting use case.
Workflow map + opportunity briefWe test the approach with sample inputs and check quality, exceptions and practical limits before building further.
Prototype + validation criteriaWe build the integrations, approvals, logging and fallback paths agreed for the workflow.
Connected workflow + test planWe walk your team through how it works and agree how to monitor it, who owns it and what to change next.
Runbook + handover
Not every decision belongs to a model. We set clear boundaries, so people stay involved where judgement matters.
We recommend tools only after reviewing your use case, your existing systems, your data needs and the ongoing running costs.

Use fixed logic wherever it does the job.

Think about data exposure from the start.

Test with realistic inputs and awkward edge cases.

Document how to run and maintain it.
Practical AI starts with the right questions. Here are a few we can work through together.
Let’s talk about your project →Start with a repeatable, clearly defined task and a known owner. We’ll map the current steps, check the quality and sensitivity of the data, and work out whether rules, integration, AI or a mix is the most practical fit.
In most cases, yes. Forms, CRMs, spreadsheets, email, messaging and document tools often connect through APIs or standard integrations. We check what’s possible during discovery.
We plan for it. Uncertain outputs go to a person for review, mistakes are logged, and fallback steps keep the work moving. The workflow is designed to expect occasional errors.
We talk through what data is involved, who can access it and where it’s processed before anything is built. Access is limited to what the workflow needs.
Usually, yes. Tools change, rules change and results drift. We agree upfront who monitors it, and we can offer ongoing support if you’d like it.
Show us the task that slows your team down, the tools involved and where the handoffs get stuck. We’ll help you explore a practical starting point.