Choose the right work to automate
Good candidates have a defined trigger, consistent input and a clear expected result. Examples include routing an enquiry, reminding an owner about a deadline, updating a status or preparing a routine report. A decision with incomplete information may need a review step instead of an automatic action.
We start by separating avoidable repetition from problems caused by missing information or an unclear process. Automating an inconsistent handover can move the same error faster; defining the handover is often the first part of the work.
Design the workflow and its exceptions
The design specifies the source record, trigger, action, approval and failure path. We identify what should happen if a required field is blank, an account connection expires or the same request arrives twice. The person responsible for reviewing exceptions should be named before launch.
Access is part of the design. We clarify which systems the workflow needs, who owns the accounts and what customer or business information passes between them. Credentials belong in the appropriate secret store, not in spreadsheets or public website code.
What we can build and hand over
An agreed scope can include an integration map, lead-routing rules, reminder workflows, reporting automations, structured templates, AI-assisted drafting with human review and operating instructions. Specific platforms are selected around the existing environment and requirements.
A handover should explain where the workflow runs, how to pause it, what it costs to operate, what a normal run looks like and how to investigate a failed run. We document the difference between an automatic action and an output that still needs approval.
Test before relying on it
Testing covers expected input, missing fields, duplicate events and failures in connected services. We use sample or approved test information and check the outcome in the receiving system. A successful trigger alone is not proof that the full workflow completed.
Where possible, a new workflow starts with a limited pilot. The team can compare completed actions, exceptions and manual effort against the existing baseline. The intention is a useful, maintainable system; savings and commercial outcomes must be measured after implementation.
Pricing and ongoing running costs
Project pricing depends on the number of integrations, the complexity of exceptions, testing requirements and handover needs. The proposal should distinguish the implementation fee from platform subscriptions, usage charges and ongoing support.
We can begin with one repeatable workflow rather than assuming a complete system replacement. Email the systems you use, the manual steps you repeat and what you would like to happen instead.
Questions about this service
Can you work with our existing tools?
We review the available integrations and account permissions first. A platform change is recommended only when the existing setup cannot support the agreed workflow.
Will AI make decisions automatically?
Not by default. The scope defines where AI can assist and where a person must check or approve an output.
What if an integration fails?
The design should include a visible exception path, an owner and instructions for recovery. Those requirements are agreed during scoping.
Connected services and examples
Discuss your next step
Tell us what is happening, the systems you use and the outcome you need.
Contact KEIZEN Consulting ↗