Find your fit and estimate the work

Two quick tools for planning. The fit finder points you to the playbook for your kind of team. The estimator shows how many hours of manual testing and review your team does today, and how much of it the agent could take on.

Fit finder

1. Your kind of team

A regulated business with a customer portalInsurance, lending, bankingAn e-learning or L&D teamSCORM courses in several languagesAn e-commerce or D2C teamFrequent releases, checkout, phonesAn enterprise IT teamWindows and Mac softwareA QA services agencySeveral clients, kept apart

2. What you want KaDeep to do (change any)

Test web apps Test Android or iOS apps Test Windows or Mac software Translate and review content Localize e-learning courses (SCORM) Decide releases with sign-offs Control spend and keep an audit trail Keep several clients apart

Pick your kind of team to see your playbook, the roles to invite and your first five setup steps.

Estimate the work

Type your own numbers. The two shares marked Your assumption are starting points, not measured results: change them to what your pilot shows.

Regression testing

Regression test casescases

Regression runs per monthruns

Minutes per case, run by handmin

Share of those runs the agent takes onYour assumption%

Translation review

Languageslanguages

Strings per releasestrings

Releases per monthreleases

Review hours per 1,000 strings, per languageh

Share of review work the agent takes onYour assumption%

Hours a month: manual work today, what the agent takes on, and what stays with your team

Hours a month	Manual work today	The agent takes on	Stays with your team
Regression testing	–	–	–
Translation review	–	–	–
Total	–	–	–

How it is worked out

• Testing today cases × runs × minutes ÷ 60
• Review today languages × strings × releases ÷ 1,000 × review hours
• The agent takes on today × your share

This is an estimate from your inputs, not a promise. It leaves out setup time, the agent's own cost (each run shows an estimate before it starts; see Cost), and the time your team spends reading evidence and making decisions, which stays with people.

How to use the estimate

• Start with today. The “Manual work today” column uses only your numbers. It is the baseline you are measuring against.
• Set the shares from a pilot. Run your regression suite with the agent for a few weeks. Then count the cases it ran to a clear result, and put that share in. See Roll out KaDeep.
• Keep the people’s part. Someone still reads failures, decides on bugs, reviews translations and signs off. The “Stays with your team” column is that work.
• Add the agent’s cost. Each run shows a time and cost estimate before it starts. Finance reads the actual spend on Cost and Usage over time.

Why there's no industry figure here

We don’t publish an average saving. Results depend on your app, your tests and your languages, so the only fair numbers are your own.

What’s next

How KaDeep fits your organizationThe release lifecycle, roles and controls.

Roll out KaDeepPilot, expand, govern.

Case study: Kasu MoneyA whole release, from setup to sign-off.