How to Choose an AI Agent Development Company
Choose an AI agent development company by testing its integration plan, access controls, acceptance checks and handover responsibilities.
Make ownership, dependencies and the next delivery decision visible
Hire software project managers from USD 34/h for Mid, from USD 38/h for Senior and from USD 44/h for Lead. Define the project, the decisions the person can make and the delivery problem you need to resolve. The role can support your existing team; the offer confirms the scope, working arrangement and start date.
A project manager cannot remove a dependency if no one can approve the decision behind it. Before comparing profiles, identify the sponsor, product decision-maker and technical lead. State which delivery decisions the project manager owns and which need approval.
This role page is for software delivery. Useful responsibilities can include maintaining a credible plan, making dependencies visible, coordinating people and releases, recording risks and preparing decisions for the right owner. The brief should name the work you need rather than relying on the title alone.
If your main gap is product direction, write a product ownership brief. If it is architecture or technical review, define engineering leadership. A project manager can coordinate those responsibilities without silently replacing them.
| Work to assess | What to review | Useful evidence |
|---|---|---|
| A plan nobody trusts | Ask how the candidate would reconcile scope, available capacity, dependencies and the evidence behind a date. | A plan with assumptions, owners and an explicit next review. |
| Decisions wait across several teams | Review how the person identifies the decision owner, records options and follows up on a deadline. | A decision log with the consequence of leaving an item unresolved. |
| Status reports hide risks | Ask for a short update that separates completed work, risks, decisions and the next milestone. | A report that helps a sponsor decide what to do. |
| A release involves suppliers and internal teams | Discuss readiness, acceptance, handover and who can approve the release. | A shared checklist with named responsibilities. |
Give the candidate a short fictional project update: a dependency is late, a key engineer is shared and the sponsor wants a new date. Ask which facts they need first, who should decide and what they would communicate today. There is no useful answer that ignores the missing information.
Review a sample plan and status note together. Look for clear owners, specific assumptions and a realistic escalation path. Ask how the person works with a product owner and technical lead when priorities conflict. Tool familiarity matters, but a well-maintained board cannot settle an unresolved commercial decision.
“A project-management brief should say which decisions the person owns. Otherwise you may hire someone to report a delay without giving them the authority to address its cause.”
Maciej Nasalski, Head of Commercial Department at Powercode Group
| Role level | From USD/hour | Illustrative monthly arithmetic |
|---|---|---|
| Mid | from USD 34/h | USD 5,440 for 160 approved hours |
| Senior | from USD 38/h | USD 6,080 for 160 approved hours |
| Lead | from USD 44/h | USD 7,040 for 160 approved hours |
The monthly column multiplies the hourly floor by 160 approved hours. It is a planning illustration, not a minimum commitment, fixed monthly package or promise of availability. Compare all role families on our software development rate card.
Discuss the capacity your work needs, including a possible 20% allocation. Under the flexible model there is no minimum workload or term; agree the actual hours, working overlap and responsibilities in the offer. Use dedicated development teams when you need to discuss the wider engagement as well as an individual role.
Illustrative scenario, not a reported engagement: an internal team owns the application and a supplier owns an integration. A dependency moves by a week, but the release date stays unchanged. Ask the project manager to identify affected work, gather the options and prepare a decision for the sponsor.
The output is a short plan with owners, evidence, open risks and the next decision date. The project manager coordinates the response; the sponsor still accepts a scope or budget change, and the technical owner still approves engineering readiness.
The published role card starts at USD 34/h for Mid, from USD 38/h for Senior and from USD 44/h for Lead. Approved hours, role mix and the agreed scope determine the total. Confirm the rate and working arrangement in the offer.
Yes. Define the meetings, decisions, teams and working overlap the role must cover. A small allocation works only if it is sufficient for the responsibilities you assign; agree the arrangement in the offer.
No. Define product direction and priority ownership separately from delivery coordination. One person may have several agreed responsibilities, but the brief must make the decision rights clear.
The initial work can establish the current scope, dependencies, capacity, risks and decisions. Use that evidence to agree a revised plan. A recovery date should follow the review rather than be promised before it.
This page describes project-management capacity. If you want a supplier to own a defined delivery outcome, scope that engagement separately with acceptance criteria and commercial responsibility. A role allocation alone does not create an outcome-based delivery contract.
Send a short, sanitised brief describing the work, expected output, current team and working arrangement. Keep credentials and customer data out of the initial message.
For the wider decision, separate capacity from outcome ownership and understand the cost of an unfilled engineering role.