AI & automation
What an AI automation agency does, and how to assess a proposal
Agencies offer different combinations of discovery, building, integration, training and support. Learn what those services involve and how to judge a proposal against the work your team needs.
Written by Jessica Gardner, In-house Editor, Reeve Consult · 3 min read
Updated
What does an AI automation agency do?
An agency can investigate a business process, build a workflow connecting its systems and help the team operate it. Some also provide monitoring and ongoing maintenance. The scope varies, so ask which responsibilities are included, what your staff will still do and what happens when a system changes. Relevant experience and a clear proposal are more useful than broad claims about transformation.
- A discovery exercise should produce information you can use to decide what to do.
- The people maintaining the workflow need access, documentation and a defined support scope.
- A demonstration using sample data does not establish reliability in your live process.
An agency can offer discovery, implementation, integration, training or ongoing support. Different suppliers cover different parts of that work. The important question is whether the proposal addresses your process and leaves responsibilities clear.
What should discovery establish?
The supplier needs to understand the task, who performs it and where it causes difficulty. Useful discovery identifies the information and systems involved, the exceptions and the improvement you could measure.
For example, “automate enquiries” is broad. Preparing a reply from approved information, routing it to the correct colleague and recording the response describes work that can be scoped. Confirm which of those actions the supplier proposes and which your team will perform.
Discovery can be a separate paid phase when there are unanswered questions. Its deliverable should help you decide what to do next, even if you do not commission the build.
What should implementation cover?
The proposal should explain the inputs, actions, outputs and system access. A connection needs to support the actual operation, not simply appear in a catalogue under the right product name.
Ask how the system handles a missing field, repeated request or failed connection. If a workflow creates a record twice or tells a customer an unsuccessful booking is confirmed, it can create more work than it saves.
Representative checks and an agreed launch process help assess those cases. The supplier should explain what remains uncertain and who approves live use.
Understand AI, automation and agents, then choose a task to trial with clear rules and someone checking the result.
How will the team use and maintain it?
The handover needs to suit the work. Staff should know how to inspect a result, correct an error and escalate a problem. Technical maintainers need the relevant configuration and documentation.
Ongoing support should identify coverage, channels and response arrangements. A help desk can be an appropriate route if its responsibilities are clear; direct access to one consultant is not automatically a better service.
How do you assess the commercial terms?
Compare the same scope, including setup, subscriptions, usage and any maintenance. Ask how changes are approved and which costs can rise with activity.
Ownership and portability need specific terms. A supplier may use its existing software alongside custom work. Establish what you can continue using, export or transfer if the relationship ends, rather than assume every component becomes your property.
When does sector experience matter?
It matters where the work depends on specialist processes, information or responsibilities. A booking enquiry and a clinical question can arrive through the same inbox but require different handling. The supplier should recognise that distinction and involve the appropriate expertise.
Ask for evidence relevant to your task, not just a claim that the agency works in your industry. A well-defined administrative project can still need careful access and review arrangements.
How can you make a decision?
Read the proposal against the problem your team described. Can you explain what will change, who checks it and what the full cost will be? Where an answer is missing, ask for clarification before deciding.
Our 21-question supplier checklist gives you a way to record that discussion. Reeve Consult can review a particular task and explain what an initial piece of work would involve.
Frequently asked questions
Straight answers
Is direct access to one consultant always better than a help desk?
What does a useful proposal leave clear?
Next step
What would you want an AI supplier to build?
Bring the task and systems you want to discuss. We can explain the work involved, your team’s responsibilities and what a scoped proposal would include.
Discuss a projectJessica Gardner is the in-house editor at Reeve Consult. She writes and edits every guide, blog post, and resource published on the site, making sure the writing is plain-English, the facts check out, and the advice is genuinely useful for the UK independent business owners we work with. Jessica spent eight years in editorial roles across UK trade and business publications before joining Reeve Consult.