How to choose an automation partner
Six criteria that separate agencies who ship production systems from agencies who ship demos.
The AI automation market is two years old and largely unregulated by reputation. A convincing proposal can be assembled by someone who has never run a workflow in production, and the difference only becomes visible three months in, when the automation starts failing quietly and nobody notices until a customer complains.
This guide is the evaluation framework we would use if we were the buyer. Apply it to us as readily as to anyone else — if a competitor scores better on these six, hire them.
The six that matter
01
They audit before they quote
An agency that quotes a price before understanding your process is quoting a template. The audit is where the value is decided — a good one tells you which processes not to automate, which is often the more expensive mistake.
02
They quantify payback, not features
Ask for hours saved per week and the resulting payback period per workflow. If the proposal talks about capabilities rather than outcomes, you are buying a technology demo.
03
You own the output
Code, prompts, workflows, and credentials should live in accounts you control. If the system only runs on the agency's proprietary platform, your switching cost grows every month.
04
They build for failure
Production automation spends most of its life handling exceptions. Ask specifically about retries, dead-letter handling, alerting, and the human-escalation path. Vague answers here predict a system that breaks silently.
05
There is a maintenance plan
Models get deprecated, APIs change, and your pricing changes. An agency with no ongoing offer is handing you a depreciating asset.
06
They will start small
Any agency confident in its work will run a single-workflow pilot. Insistence on a large upfront commitment before proving anything is the clearest warning sign in this market.
Walk away if you see these
- A proposal that lists tools instead of outcomes
- No written audit before the quote
- Refusal to hand over code or credentials
- Pricing by the hour with an open-ended scope
- No answer for what happens when a workflow fails at 2am
- Case studies with percentages but no underlying numbers
Questions buyers ask
- What should I ask on the first call?
- Ask what they would automate first in your business and why. A good answer names a specific process and a payback estimate. A bad answer describes their technology stack.
- How do I know if an agency is technically real?
- Ask to see how they handle failure: what happens when an API times out mid-workflow, how they get alerted, and what the retry logic looks like. Demo-only shops cannot answer this.
- Should I pick a specialist in my industry?
- Helpful but not decisive. Process knowledge matters more than industry branding — an agency that has automated intake for one professional service can usually do it for another.
- What contract terms protect me?
- Fixed scope per phase, code and credentials in your accounts, documented handover, and a retainer you can exit with 30 days notice.
- How many references should I check?
- Two is enough if you ask the right question: what broke, and how fast did they fix it.
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