Chatbots & knowledge bases
Build scoped assistants around approved information. Define boundaries, escalation paths and how knowledge is reviewed and refreshed.
Practical assistants and connected workflows that reduce repetitive work while keeping people responsible for important decisions.
Start with the work that is getting in the way. Build a focused scope around the decisions and handoffs that matter.
A ai automation engagement is built around the parts your business actually needs.
Build scoped assistants around approved information. Define boundaries, escalation paths and how knowledge is reviewed and refreshed.
Support information retrieval, structured research and repeatable drafts. Add source checks and a human approval step before external use.
Collect and organize enquiry context, apply agreed rules and route leads to a person. Avoid autonomous high-stakes decisions.
Connect forms, CRM and internal tools with explicit permissions, retry rules and visible failure notifications. Document ownership and handover.
From the first research question to your next stage of growth, each step makes the next one stronger.
Research the market and customer.
Turn evidence into priorities.
Create the assets and workflows.
Join systems, people and channels.
Use data to improve decisions.
Expand what is working.
Formats, ownership and review stages are agreed before execution. Handover should make the next step easier for your team.
See how an engagement could be structured. This example makes no client outcome claim.
An illustrative form-to-CRM workflow with human review and failure handling.
An example of the approach. No client outcome claimed.View Case StudyScope is tailored around your goal. Typical deliverables include workflow map and scope, configured assistant or automation, evaluation examples and acceptance criteria, failure and escalation paths, operating guide and handover. We agree formats, review stages and acceptance criteria before starting.
Start with your business challenge, audience, current workflow and available source material. We propose a focused scope, identify access requirements and agree a pilot or milestone plan.
We plan around your existing systems where practical. Relevant tools may include ChatGPT, Claude, Gemini, Make, n8n, Zapier. Access, subscription costs and integration limitations are agreed in the scope.
We define reviewable milestones and acceptance criteria for the specific project. Data complexity, volume, access and reviewer availability affect timelines. No fixed outcome or performance percentage is guaranteed.
Start with one business challenge.
We will map the smallest practical next step.