ARKHEIA

Governed AI support triage

Your helpdesk routes tickets. It doesn't resolve them.

A governed AI triage layer that reads everything — ticket history, knowledge base, code, the customer record — suggests the fix that actually worked, and earns the right to act. It sits on top of the helpdesk you already run today — and, as it earns trust, can become it. Own the capability, not the licence.

Works with — and, in time, in place of Freshdesk ServiceNow Zendesk

Watch it work

The triage, on a live queue.

Pick a ticket. The agent reads your context, drafts the fix, gets scored by an in-path trust signal, and triggers the governance action it has earned — clean ones resolve themselves, shaky ones are held. Scripted for the web: no live model, nothing leaves your browser.

Incoming queue

Synthetic tickets, scripted for the web. Illustrative confidence values and receipt hashes — no live model is called.

The training wheels come off

Once a ticket type has earned trust, let it run — unattended, overnight, governed.

Autonomy isn't switched on by a toggle. It's earned per ticket type, one clean receipted resolution at a time. When a class graduates, the agent handles it with no human in the loop — and the governance never switches off. Every action still leaves a receipt, exceptions are still held, and a single HIGH detection demotes a class back to Supervised on the spot.

The wheels come off. The brakes stay on. Autonomy is the reward of the trust signal — not the abandonment of it. Earned per ticket type, governed on every action, reversible the instant the signal says so.
1The graduation
Auth / SSO resets
0 clean, receipted resolutions — 99% accuracy, zero HIGH detections over the window.
Assist → Supervised → Autonomous
▲ Promoted to Autonomous
2 · Autonomy at scaleunattended run
0
Resolved autonomously
Overnight — while you slept
47
auto-resolved, receipted
3
held for a human
1
HIGH → Billing demoted to Supervised
100%
decisions receipted

Hours of manual triage, handled for you — and every single resolution still carries a tamper-evident receipt.

The brakes stayed on the whole time.

Scripted for the web — counts, classes and the demotion are illustrative. No live model is called and nothing leaves your browser.

Turn it up as you trust it

A dial, not a leap — and the more you turn on, the greater the value.

Each layer is opt-in, governed and reversible. You move up only when the last step has earned it, and value compounds at every turn of the dial. The brakes stay on at every level.

Adoption is a dial. Value compounds at every step. Start fully supervised, end with the capability owned. Each step is opt-in, governed and reversible — you only climb when trust is earned.
Value▲
1
Pull & triage — fully supervised
Connect your data; the agent drafts every reply, a human approves all.
ValueFirst response in minutes; nothing leaves without sign-off.
Opt-in · governed · reversible
Value▲
2
Autonomous for a few willing customers
Let it resolve end-to-end for a handful of consenting accounts, watched closely.
ValueProof of unattended resolution, blast-radius contained.
Opt-in · governed · reversible
Value▲
3
Full auto on trusted ticket-types
Earned types resolve themselves across all customers.
ValueThe queue clears itself; the team shifts to customer success.
Opt-in · governed · reversible
Value▲
4
Full displace
The governed layer becomes the system of record.
ValueOwn the capability, retire the licence.
Opt-in · governed · reversible
The brakes stay on at every level.

What you're missing

Your helpdesk tracks the ticket. It doesn't do the work.

Freshdesk, ServiceNow and Zendesk are systems of record — they route, time and store. The resolution still happens in a human's head, every single time. Here is the gap.

Your helpdesk todayWith the governed layer
Routes the ticket to a queueReads ticket history, KB, code, customer record and docs in seconds
Tracks status and SLA timersDrafts the fix — and shows the prior fixes that actually resolved it
Agent searches the KB by handGoverns the AI with an in-path trust signal on every draft
Every ticket is manual, every timeEarns autonomy per ticket type — assist, then supervised, then auto
No record of why a reply was sentProves every decision with a tamper-evident receipt

Where the trust signal lives

Detection runs in-path, on every draft — not in a dashboard you read later.

The same signal you saw scoring each draft above runs inline, the moment a draft is produced. It surfaces where the work is, rolls up for oversight, pushes when it matters, and always leaves a receipt.

Draft producedAgent drafts a reply or action on the ticket.
→
Scored in-pathTrust signal verdicts the draft before anything is sent.
→
Gate actsAuto-resolve, route to human, or hold — per the verdict.
→
Receipt leftTamper-evident record of what was seen and done.

◆On the draft

The verdict appears as a badge right on the draft an agent is about to send — LOW, MEDIUM or HIGH, with a one-line reason. Alerts surface where the work is.

▲Rolled up & pushed

Verdicts roll up to an oversight view of what's auto-resolving and what's held. A HIGH on a ticket about to act pushes a notification — it is never quietly swallowed.

✓Always a receipt

Every governed decision — resolved, routed or held — leaves a hash-chained receipt: actor, action, evidence cited, authority. The record can't be quietly rewritten.