Supervisor

Your AI gets better every week. You just say yes

Supervisor finds the conversations your AI couldn't finish, writes the fix, and proves it against your own past conversations. You review one card at a time.

SupervisorAnalyzed today
REVIEW QUEUE2 of 5
Refund-window questions the agent can’t answer14 conversations · last 7 days
Recommended
THE FIXNew articleRefund window · 14 days
4 more resolved in replaysame 14 conversations
Apply fixSkipNot useful
NEXTDelivery-time questions after 6pm3 of 5
Fixes live7Nothing changes until you say yes
See it live

Watch a week of fixes get reviewed

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How it works

Find, draft, prove, decide, confirm.

Supervisor runs every week, or the moment you press Analyze now — it does the finding, the writing and the proving, and you do the judging.

Supervisor · weekly loopLast 7 days
01Find
Handed to a human
Reopened twice
Closed, unresolved
Grouped into 1 pattern
02Draft
Refund window — 14 days
New knowledge article
03Prove
BASELINE
WITH FIX
4 more resolved in replay
04Decide
RecommendedBefore / after shown
Apply fixSkip
05Confirm
Checking…
Checked on the live setup
Runs every week, or the moment you press Analyze now.
  1. 01

    Find

    Reads the week’s failed conversations and groups them into patterns.

  2. 02

    Draft

    Writes the actual fix: an article, instructions, or routing.

  3. 03

    Prove

    Replays it against the same conversations that failed.

  4. 04

    Decide

    You review one card: apply, skip, or dismiss.

  5. 05

    Confirm

    Checks again afterwards and tells you whether it held.

Review in minutes, not meetings

A whole week of AI failures arrives as a short stack of cards — each one a single decision, with a plain verdict and the actual change in front of you. Skip with an arrow key, apply with a click. New analyses pause when suggestions pile up, so the queue stays something you finish rather than a backlog.

Supervisor · reviewThis week
SUGGESTIONS1 of 5
Order-status questions without an order number9 conversations · last 7 days
Needs your facts
Apply fixSkipBefore / after shown
Refund-window questions the agent can’t answer14 conversations · last 7 days
Recommended
Apply fixSkipBefore / after shown
Opening hours on public holidays6 conversations · last 7 days
Looks safe — not proven
Apply fixSkipBefore / after shown
That’s everything for now.Next analysis Monday
Analyze now
SkipApply fix

Proven before you ever see it

Every fix is backtested — replayed against the real conversations that failed — and the result leads with plain words: “4 more resolved in replay”. Fixes that don’t beat your current setup are filtered out instead of shown with false confidence. If nothing worked, it tells you that too.

Supervisor · replayNames masked
REPLAYED ON14 conversations that failed
BASELINE
Your setup today
6 of 14 resolved
WITH FIX
Replaying…
10 of 14 resolved
ALSO TRIEDInstructions onlyNot proven — hidden
4 more resolved in replayRecommended

It asks. You answer. In any language.

When a fix needs a fact only your business knows — how long the refund window is, which form to send — Supervisor asks a short question instead of guessing. Answer in whatever language you think in; the draft rewrites itself in the background. Nothing with a blank left in it can be published.

Supervisor · draftNeeds your facts
Knowledge articleRefund window
You can return an item within?of delivery.Requests after?are reviewed case by case.
SUPERVISOR ASKSAny language
How many days is your refund window?
14 dagerNorwegian · written in English
Rewriting in the background…
Ready to publishPublish
Control

Your AI. Your call.

Supervisor never changes anything on its own. Nothing goes live until you apply it, every applied change is written to an audit log and can be undone with one click, and afterwards it replays the same conversations to tell you honestly whether the fix is still working.

Supervisor · applied fixesAudit log
FIXES LIVE
6changes you approved
5 still working
1 needs another look
1 still being checked
Supervisor never changes anything on its own.
WHAT CHANGED+3 earlier
Refund window · article publishedYou · Mon 09:14
Checking…Revert
Delivery-time instructions updatedYou · Mon 09:11
Still workingRevert
Billing questions routed to Billing agentYou · Fri 16:40
Needs another lookRevert
Order-status article publishedYou · Fri 11:02
Still being checkedRevert
Every applied change is logged and can be undone with one click.

Every good human answer becomes knowledge

When a person steps in and answers something genuinely new, Supervisor drafts a knowledge article from that answer by itself, marked “From a handover”. Your team writes the good answer once; the AI has it the next time someone asks.

Supervisor · handover mining3 of 5 today
HANDED TO A HUMANChat · Mon 09:02
“Do Business plans get a longer refund window?”
Ida R.Human
Yes — Business plans get 30 days instead of 14. Just reply here and we’ll extend it.
Not in your knowledge base
NEW ARTICLERefund window · Business plansFrom a handover
Business plans have a 30-day refund window instead of 14 days. Ask support to extend it.
Publish articleWritten once — answered by the AI from now on

No more “the AI closed it, so it’s probably fine”

Every conversation the AI closed alone gets an honest verdict: confirmed resolved, assumed resolved, unresolved, or abandoned. You see how it really went rather than how it looked in the resolution rate — and the weak ones become next week’s findings.

Supervisor · outcomesLast 7 days
656conversations the AI closed on its own
Confirmed resolved412
Assumed resolved168
Unresolved54
Abandoned22
76 feed the next analysisClosed is not the same as solved
Supervisor — FAQ

An AI that improves itself, with you deciding.

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