Product management that ships, and proves it works.
AnsareAI is a product management consultancy for mid-size companies. When a feature or AI project is stuck, untested or still just an idea, we work out what it should do, plan it, deliver it, and show you the numbers on your own examples. Product thinking comes first. AI is used where it helps.
Written acceptance criteria
The pass mark, agreed in writing before any work starts.
Three checks, reported at the end
- Shipped on the agreed dateA delivery date agreed up front.
- Passed the written acceptance criteriaThe pass mark agreed with you first.
- Signed off by your named ownerOne accountable person on your side.
Each project ends with a report that measures the result on your own cases.
A named owner on your side
One accountable person on every project.
We take a stuck or unproven project and make it work.
A "workflow" here means a task your business repeats, such as sorting incoming documents or answering the same customer questions. Every project is one of three kinds of help.
We evaluate it
Something was built, but nobody can say how well it works. We run an evaluation on your real examples and give you a measured accuracy score for each task.
We plan it
You have not started. We look at your work, rank the tasks most worth improving and give you a plan for the first one.
We build it
You know what you want. We deliver it live in your business, tested against written acceptance criteria (the pass mark) we agree together before we start.
Mid-size companies with a product, feature or AI project to deliver.
Written deliverables and an evaluation report that measures the result on your own examples.
A fixed price agreed in writing before work starts. Not hourly.
We settle them on day one: a written definition of done, a named owner, and your real cases.
No written definition of done
Nobody wrote down what "good enough" means, so nobody can say whether it passed.
No accountable owner
The work belongs to a vendor, a project team or an enthusiast, never to the person who runs the process.
Never tested on real cases
The demo worked on clean examples. The data and edge cases of the real work were never checked.
You have a problem. Here is what we provide.
Find your situation and start with the matching offer. Estimates and full details are on the offer cards.
Most clients go in this order.
You can start at any step. A review or an audit usually leads to a build, and a build leads to monthly checks.
Evaluation setup is for teams that already built something. The company shortlist is a separate service.
Start with a 30-minute call.
Tell us which feature, pilot or workflow is stuck, or what you want to start with. If an offer fits, you get a written scope and price after the call. If none fits, we will say so.