Investigation Agent

Root cause analysis for your support queue

Kobal digs through the tickets, the accounts behind them and your latest release, then hands you the cause, who’s affected and a fix to approve. No tagging marathon. No “can you send me some examples?”

InvestigationsPassword reset links fail after releaseStep 1 of 40
Investigation path
  1. Finding definedChecking…
    Running
  2. Tickets concentrate on mobileChecking…
    Running
  3. Enterprise accounts onlyChecking…
    Running
  4. Pattern begins after release 2.14Checking…
    Running
  5. Older versions unaffectedChecking…
    Running
Case record
Investigation AgentInvestigating

Password reset links fail after release 2.14

An agent that argues with itself

Kobal starts with the most likely explanation, then goes looking for proof against it. The ones that don’t hold get closed, so the one you see is the one the evidence backs.

From “something’s off” to “here’s why”

The three questions you get asked about every spike, answered before anyone asks.

  • 47tickets18accountsSep 12started

    Is it real?

    How many tickets, how many accounts, and since when.

  • Likely cause · supported

    Release 2.14 changed how mobile deep links pass the reset token.

    App 2.14 · Sep 12First ticket 6h later

    Why is it happening?

    Tickets lined up against your releases and status updates.

    • Lumen HealthBusinessRenews in 12 days
    • Harbor & CoProRenews Nov 3
    +16 more accounts

    Who’s affected?

    Every account involved, with its plan and renewal date.

Fix the expensive problem first

Fifty tickets from free users and five from your biggest account aren’t the same problem. Kobal ranks every open investigation by the revenue and renewals behind it, so the one that matters goes first.

  • Revenue at risk, per issue
  • Renewals coming up in the affected accounts
  • Fewer escalations reaching engineering without proof
Open investigations
Ranked by consequence
1Checkout refunds failing▲ 1
12 tickets · 4 accounts3 renew within 30 days$212k ARRCRM connected
2Password reset links fail▼ 1
47 tickets · 18 accountsHigher volumeStable segmentRevenue unavailable
Order changed when CRM context arrived · billing data not connected for case 2

Lands where your team already works

Kobal hands the problem to the people who can fix it, in Slack or in your work tracker, with the cause, the real tickets and the affected accounts already attached. When the fix ships, Kobal notices and can tell the account owners.

No more “can you send me some examples?”

Every investigation ends as one write-up you can forward as it is.

  • What broke, what set it off and how sure Kobal is.

  • Every number opens the tickets behind it, with what customers actually said.

  • A fix drafted for your approval: what happens, where, and who sees it.

Root Cause · connected context
Sep 9–15
Tickets
Releases
App 2.14
Status page
No incidents
9101112131415
  • Web reset flowUnaffected
  • App 2.13Unaffected
Without a connected release sourceCause undetermined

The ticket pattern is supported. What changed outside support cannot be established.

It keeps watching after you ship

Approving the fix isn’t the end. Kobal runs the same check again and tells you whether the tickets dropped, stayed flat or came back.

  • DroppedThe investigation closes with the result attached.
  • Stayed flatIt comes back to you with what was tried.
  • Came backIt reopens, with the full history.
Password reset links fail
Closed · Sep 23
  1. Sep 16
    Finding opened47 tickets above baseline
  2. Sep 16
    Handoff recommendedDecision Assistant, on request
  3. Sep 17
    Approved by M. OkaforPolicy v3 · engineering handoffs
  4. Sep 17
    ENG-2141 linkedFixed in app 2.14.1
Original check, run againSep 23
Before47tickets in 5 days
After4below baseline
ImprovedUnchangedReturned

Built to be checked

Kobal shows its work, so you never have to take its word for it.

  • Says “unknown” instead of guessing. If the evidence doesn’t prove a cause, the write-up says so and shows what’s missing. Revenue and release context only appear when those tools are connected.

  • Every number opens its tickets. Click any count to read the conversations behind it.

  • Nothing goes out without your yes. Kobal drafts. You approve. Only then does anything change.

Questions, answered

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