AI Agent Costs: Build, Running Costs and Payback
Price the defined workflow, its first year of operation and the work left with your team. Strataigize separates planning, a pilot build and production operations into distinct engagements. Test payback using value your team can actually realize, including recurring costs
An AI agent quote is useful only when it prices a defined job. Reading an inbox, preparing a draft and sending a customer a binding answer are different scopes, even if each proposal calls the result an “AI agent.” Compare the build, the first year of operation and the work your team still has
Our engagements separate an AI Opportunity Audit, a pilot build and production operations. Each has its own scope and fee. We do not have a representative survey that establishes what most agencies or
What the engagements cover
The following engagements cover different parts of the work. Compare their scope before combining them in
| Engagement | Scope and term |
|---|---|
| AI Opportunity Audit | Two weeks: workflow inventory, return-on-investment calculations, build-versus-buy recommendations and a 90-day roadmap. |
| AI Pilot Build | 30 to 90 days: one bounded workflow on your data, with a success metric and written stopping rule agreed before work starts. |
| AI Production Retainer | Monitoring, maintenance and expansion of running agents, with monthly checks against baselines. Month to month after the first three months. |
AI consulting, agent development and ongoing operation cover different work. Request a written scope showing which engagements you need and which fees are additional. A retainer is a separate decision, with its own scope and
What actually moves the quote
Integration work can change the quote substantially. Each connected system adds permissions, data mapping, error handling and maintenance. “Write a customer record” also needs a rule for duplicate records, missing fields and a failed request whose outcome is unknown. A retry must not create a second customer or send a
The state of your data matters just as much. If three tools disagree about a customer’s status, someone must decide which record controls the workflow. Ask the supplier to inspect representative records and exceptions before fixing the price. A demonstration on clean sample data does not settle
Autonomy also has a scope. The systems we build act inside agreed limits, check their work and flag exceptions. The quote should say which actions run automatically, what checks precede them and who handles a case the system cannot clear. A workflow that waits for a person on every routine case has different operating costs from one that reliably resolves those cases itself. Neither cost can be inferred from
For the complete deliverable list, see what an AI agent build includes. If the main choice is an internal team or an outside supplier, use the build-versus-buy comparison.
Price a year of operation before comparing proposals
Use the same volume and service requirements for
First-year cost = implementation + internal setup labor cost + 12 months of platform, model, hosting, maintenance and
Keep one-time setup separate from monthly operation. Count model retries, fallback calls and people correcting rejected work. Ask what happens at your expected volume and at a busy-month volume. A flat platform subscription can still have usage limits or charges from connected services; request the current terms for the exact plan
There is no defensible universal rule that maintenance must equal a fixed percentage of the build price. A stable internal extraction task and a customer-facing workflow connected to changing systems have different support needs. Price the actual work and the response time you need when it breaks. A quote with no ongoing line item is incomplete rather
A worked example: saved time versus payback
This is a hypothetical purchase from an unspecified supplier. It is neither a Strataigize quote nor a client result. Assume a US$12,000 setup cost, US$800 in total monthly operating costs, and 100 hours of work potentially removed each month at a loaded labor cost of US$40 an hour. The operating allowance includes residual review
| Assumption | Half the time becomes useful capacity | A quarter becomes useful capacity |
|---|---|---|
| Monthly value realized | 100 × US$40 × 50% = US$2,000 | 100 × US$40 × 25% = US$1,000 |
| Less monthly operation | US$800 | US$800 |
| Net monthly value | US$1,200 | US$200 |
| Simple payback after go-live | US$12,000 ÷ US$1,200 = 10 months | US$12,000 ÷ US$200 = 60 months |
The technical task and the quoted price stayed the same. The result changed because the team used less of the released time. Reduced overtime or avoided hiring may become cash savings. Time redirected to billable work may create contribution after delivery costs. Spare time with no practical use is capacity; it recovers no cash. Keep those outcomes separate, and do not count the same hours as both labor savings and
This simple calculation excludes financing and taxes and assumes the stated benefit starts after go-live. Add implementation delays and a slower ramp to your own forecast. If the measured net monthly value is zero or negative, this model has no
What to put beside the price before signing
Have every supplier specify the first workflow, its acceptance test, included integrations, recurring costs at your volume, support responsibility and what you receive when the contract ends. Ask who owns the agent, prompts, configuration and documentation. Our published terms leave what we build
Then agree the failure threshold before anyone is invested in defending the pilot. The procurement guide explains that structure, and the vendor questions cover the supporting evidence
If you need to decide which workflow deserves a quote, start with prioritizing service-business automation. If the workflow and budget already fit our published scope, discuss a pilot with the monthly volume, connected systems and a few difficult cases