AI & automation
Automaterecurring tasks.
We connect systems and automate recurring steps. We use AI where it helps process text, documents or enquiries.
The starting point
Which tasks should your team stop repeating?
Sorting enquiries, transferring data and preparing documents often follow repeated patterns. We turn these into understandable workflows and assess AI where language or information needs interpreting.
Reliability includes missing data, duplicate events and service outages. We plan these cases and keep human approval for significant decisions, making the workflow practical beyond a demo.
Scope of work
What we do for you.
Connect your systems
An event can trigger the next actions, such as preparing a CRM entry or creating tasks. We define which system owns each piece of information.
Integrate AI where useful
For document analysis, enquiry classification or draft replies, we limit the task and test representative examples. Uncertain cases go back to people.
Plan ongoing operation
Logs, error messages and agreed checks make the process understandable. Your team knows how to handle exceptions and who manages connected-system changes.
Your outcome
Tested automation with documentation.
You receive an agreed, tested workflow with documented rules and handovers. We review processing time and quality, then clarify operation, access, services and support before production use.
Tell us about your projectHow we work together
How
we work.
We agree on tasks and decisions with you. You know what comes next and what information we need from you.
Choose a recurring task
We limit the use case, record current effort and agree data access and approvals before development.
Build & test
We build an initial workflow and test normal and incorrect inputs. Your team checks the results and exceptions.
Launch with clear checks
We launch with agreed checks, document operation and agree on how to handle changes and incidents.
Does every automation need AI?
No. Clear rules often work reliably without AI. AI may help with language or inconsistent documents. We choose the simplest suitable solution.
What if a connected system is unavailable?
We plan for this using queues, limited retries or notifications as appropriate. Critical cases remain visible and can be handled under control.
What ongoing costs should we expect?
Costs depend on services, execution volume and any AI model usage, plus agreed operation and support. We compare these costs with expected benefits.