Evidence, not guesses
Each value points to the sentence it came from. No source? It is marked missing, not guessed.
AI-assisted decision workspace
What getsapproved iswhat runs.
Turn business requests into clear requirements, informed decisions, and controlled action.
Portfolio prototype · synthetic data
From uncertainty to action
- Understand
- Evaluate
- Approve
- Execute
01 · The problem
Requests arrive unfinished. Decisions shouldn't.
Briefs come as emails, PDFs and chat messages. Targets are clear, but the details that decide a deal are missing or contradict each other. An AI can read faster — it can also guess.
Karsa reads the brief, marks every gap, and never fills one with a guess.
Target: 3,000 qualified leads
Budget: Rp150,000,000 for the full campaign
Timeline: 2 months from kickoff
Geography: to be determined
We have not yet agreed what counts as a qualified lead.
Finance note: the vendor cap is Rp120 juta.
02 · How it works
Five steps. A person signs off on every one that matters.
Rules do the math
Cost and margin come from the rate card, not from the AI.
3,000 × Rp35,000+ Rp12,000,000= Rp117,000,000margin 22%
Approve the exact snapshot
Approval locks to one hashed version. High-risk deals need two different people.
Execute only what was approved
If an outcome is unclear, retry stays off until someone checks the target system.
Measure honestly
Scored on 36 cases it never saw: 1 passed. The release gate blocks it.
03 · Principles
AI where it helps.
People where it matters.
A source, or visibly missing
Values carry their quote and position. Answers from clients need a reference you can check.
Approving is not executing
Two separate acts, recorded separately. Nothing reaches the CRM or tracker on approval alone.
Failures stay visible
Incidents, manual resolution and cancellation with a compensation list. Nothing is deleted quietly.
Honest measurement
Held-out evaluation, sample sizes, and a causation caveat on every impact chart.
04 · What is proven
Tested by breaking its own rules.
- Backend tests
- 51
- Browser journeys
- 16
- Pages scanned for WCAG 2.2 AA
- 12
- Prices equal to hand-computed values
- 60/60
Not yet: a live Claude evaluation, SSO, real CRM connectors, OCR, a hosted demo, or real users.
Prototype on synthetic data · no client or business result is claimed
05 · Built to be used
Decide at your desk. Approve from your phone.
Analysts work in a dense desktop workspace; approvers get a calm mobile review with the numbers, the changes and the evidence one tap away.
