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How KaDeep fits your organization

For admins, managers and QA leads4 min readUpdated for v4.0

Your view

KaDeep Studio Pro puts AI agents to work on the repeatable parts of a release: running tests, drafting translations, collecting evidence. Your people keep the parts that need judgment: what to test, what is right, and whether to ship.

This page is for the people deciding how KaDeep fits: an admin, a head of quality, a release manager. To see a whole release run on it, read the Kasu Money case study.

  1. PlanThe agent reads your documents and drafts tests and a plan you approve.Who: QA lead, managerPlans →
  2. TestAgents run suites on web, phones and desktop apps, and file bugs with evidence.Who: Testers, QA leadRun a suite →
  3. LocalizeLinguists translate with the agent; reviewers check in context and send back.Who: Language lead, linguists, reviewersHow localization works →
  4. DecideRelease Ready gives a dated verdict against your criteria; stakeholders sign off.Who: Manager, QA leadRelease Ready →
  5. ShipYour pipeline asks the Release Gate; deliveries go out; evidence is kept.Who: QA lead, language leadRelease Gate in CI →
  6. MonitorMonitors check key journeys around the clock and tell the people named on them.Who: Manager, QA leadSynthetic monitors →
Where KaDeep Studio Pro sits in a release. The agent does the repeatable work at each stage; your people approve, review and decide.

The agent works inside the projects you set up. It tests web apps, Android and iOS apps and Windows and Mac software. It translates app strings, documents, pictures and courses. Every run keeps its steps, screenshots and recording as evidence.

Each person gets one role. The role decides their Home page, what they can open, and whether they can spend. See Roles and what they can do.

Your people KaDeep role What they see first on Home Start here
IT or the head of quality, who sets things up Admin Users & roles, Single sign-on, Spend & limits Admin guides
Release, product or delivery managers Manager Who is on what, Waiting for your approval, Oldest open bugs Manager guides
The QA lead for each product QA lead Latest runs, New bugs, Can we ship? QA lead guides
QA engineers, and developers who re-check fixes Tester My tasks, Bugs to recheck, Recent runs Tester guides
The localization manager Language lead Language status, My queue, Who is on what Language lead guides
Translators, in-house or from a vendor Linguist My queue, Due soon, Sent back to me Linguist guides
In-country, legal or training reviewers Reviewer My queue, Due soon, Sent back to me Reviewer guides
Finance Finance viewer (read-only) Spend vs limit, Spend by project, Spend by model Finance guides
Risk, audit and compliance Compliance auditor (read-only) Can we ship?, Accessibility results, Audit log Compliance guides
Designers and anyone who only needs to look Viewer (read-only) Their projects, runs and bugs Your Home page

Read-only roles can read everything they’re given and change nothing. They never start runs or spend money.

The work moves from doing every step by hand to deciding on what the agent brings back.

When Who What they do in KaDeep Guide
Start of the week Manager Hands out work with due dates, and checks the Timeline for late work Timeline
Every night or after each deploy QA lead Suites run on a schedule; nobody has to start them Schedule runs
Every morning Testers Read what failed, with what was expected and what the agent saw Run a suite
After each fix Testers Re-check the bug on the environment where the fix shipped Bugs
Through the week Linguists and reviewers Work their own queue; send strings back with a reason Your language queue
Any time Everyone Needs you lists what waits on their decision Needs you
Release day Manager and stakeholders Read the verdict, sign off, ship or hold Release Ready
TranscriptThe Timeline shows everyone's work by due date, and flags late work. Open it to see why, then reassign it or send a note.
TranscriptOpen Needs re-check to find bugs a developer marked as fixed. Pick the environment to check on, then choose Re-check now.

The agent works within limits you set. Every change is recorded.

Control What it does Guide
Budgets A monthly limit for the organization, limits per project and per run. A run that hits the limit stops and says so. Spending limit and approvals
Approvals The agent’s plans wait for a person to approve. Spending over a limit goes up an approval chain you choose. Approve the agent’s plan, Approvals
Audit Every change, who made it and when. Compliance can export evidence for an auditor. Audit log, Export evidence
Read-only production Mark an environment Read-only: the agent looks, but never clicks, types or submits. Project setup and rules
Data retention How long run videos, screenshots, run records and language files are kept, and legal holds. Data and retention
Sign-in and access Single sign-on, two-step sign-in, session limits and SCIM. A review of who has risky access. Sign-in and security, People and access
Spending approvals: this month's spend against the limit and the approval chain (Manage view)
Spending approvals: this month's spend against the limit and the approval chain (Manage view)

Manage view

Spending approvals: this month's spend against the limit and the approval chain (Hands-on view)
Spending approvals: this month's spend against the limit and the approval chain (Hands-on view)

Hands-on view

Shown with the Kasu Money demo data.
TranscriptRelease Ready gives each project a verdict, with the reason. Choose Review to read every reason, the decision, and who has signed off.

Each playbook is a setup guide for one kind of team: the roles, the setup order, the main journeys, governance, what to measure and a 30/60/90-day rollout.