Business automation & AI
We look into repetitive tasks, check how your tools can connect and design workflows with clear responsibilities. AI can help with interpretation or drafting where it’s useful; predictable tasks may only need reliable rules.
Start with one useful workflow
These are examples to investigate, not a list of integrations already installed. Compatibility, access and provider terms are checked for the tools you use.
Try a small example
Follow a fictional enquiry from a sample record to a reviewed response. This demonstrates the interaction, with no live AI or third-party integration.
Illustrative demonstration
These are fictional enquiries. Categorisation and responses use fixed examples, not an AI model. No CRM, email service or other external system is connected. All changes stay on this page and disappear when you reset or leave.
Choose a fictional enquiry, then prepare its sample record.
Alex at Example Workshop
alex@example.test
We need a new website for our furniture repair workshop. Customers should be able to see our services and send an enquiry.
Prepare the record to see a suggested response. You will be able to approve, revise or reject it here.
Automation will be selected in the enquiry form.
Agree the boundaries
A known field, date or status can often drive a predictable rule. AI may be useful when text needs interpretation or a draft needs preparing, but its output can be wrong. We agree where review is required and what must never happen automatically.
We check APIs, account permissions, provider limits and supported data formats. Some tools need paid plans or do not provide suitable integration access. A workaround is considered only if its limitations and maintenance are acceptable.
The scope defines how to flag incomplete records, handle duplicates and respond when an external service fails. Retry limits, manual review and the person responsible are agreed for the workflow.
We agree which data can be processed and where it may go, including any AI provider. Monitoring, access reviews and changes to external services require an ongoing plan. Hosting, subscriptions and AI usage costs are identified separately.
Useful details
No. Predictable rules are often enough for routing, reminders and record updates. AI is considered where interpretation or drafting adds something useful, with review boundaries appropriate to the task.
That depends on the tools, plans, permissions and APIs available. We inspect those details before agreeing an integration. The demonstration on this page does not connect to an external system.
Choose a repeated task with a clear input and output, known exceptions and someone who can review it. We map the current steps and agree a bounded initial workflow, then test it with representative sample data.
Build costs depend on workflow complexity, integrations, data handling and review requirements. Ongoing monitoring, changes, provider subscriptions and any AI usage are scoped separately. Savings are not assumed or guaranteed.
From the blog
Read the practical details before deciding what your project needs.
Choose a bounded workflow, decide where human review belongs and plan for missing information and failed actions.
A useful first conversation
Tell us which tools are involved, what starts the task and what a useful result looks like. Leave confidential records out of the initial enquiry.
Tell us what you need and what you already have. We’ll review the enquiry and discuss the information needed to agree a scope.
