Autopilot: AI Resolution Loop That Improves Itself

Autopilot turns every customer conversation into an upgrade. It spots where your AI falls short, drafts the missing procedures and knowledge articles, tests them in simulation, and ships them. The more support you handle, the smarter your AI gets.

IrisAgent Autopilot self-improving loop for AI support

Trusted by Fortune 500companies and serving 1M+ ticketsa month

Dropbox logo
Zuora logo
InvoiceCloud logo
MY.GAMES logo
Choreograph logo
XTM logo
Dropbox logo
Zuora logo
InvoiceCloud logo
MY.GAMES logo
Choreograph logo
XTM logo

One Loop. Four Stages. Always Running.

AI support does not fail loudly. It quietly misses intents, hits knowledge gaps, and follows stale procedures, and you find out weeks later from a CSAT dip. Autopilot runs a continuous loop that catches and closes those gaps for you, with a human approval step at every handoff.

1

Spot the gaps

Autopilot reads real cases and chats to surface workflow gaps and knowledge gaps, ranked by ticket volume.

2

Draft the fix

For every gap, it drafts a Smart Operating Procedure or an AutoKB article, automatically.

3

Test it

The Chatbot Playground replays each fix against simulated conversations so you validate it before launch.

4

Ship and measure

Approved fixes go live across every channel, and Impact analytics measures the lift, then the loop repeats.


It Finds Your AI's Blind Spots Before Your Customers Do

Autopilot continuously reads your real cases and chat transcripts and surfaces two kinds of gaps: workflow gaps, where customers ask something your AI has no defined procedure for, and knowledge gaps, where an intent has no supporting article. Each gap is ranked by the number of tickets behind it, so your team always fixes the highest-impact issue first.
It Finds Your AI's Blind Spots Before Your Customers Do
It Writes the Fix, Not Just a To-Do List

It Writes the Fix, Not Just a To-Do List

Most tools hand you a report and leave the work to you. Autopilot closes the loop. For every gap it finds, it drafts the fix automatically: an AI-recommended Smart Operating Procedure for workflow gaps, and an AutoKB knowledge article for knowledge gaps.

Two fix types means full coverage, both "we have no article" and "we have no defined way to handle this." Every draft waits for your approval before it ships, so you stay in control while the manual backlog disappears.

Test Every Fix in Simulation, With Zero Risk

Before anything reaches a customer, the Chatbot Playground replays each new procedure or article against simulated conversations. Reviewers see the improved answer side by side with the old one and approve with confidence. No guessing, no risk to live traffic, no surprises after launch.
Test Every Fix in Simulation, With Zero Risk
Ship Across Every Channel, Then Watch the Lift Compound

Ship Across Every Channel, Then Watch the Lift Compound

Approved fixes flip from recommended to live and deploy across every channel your customers use. Impact analytics measures the result, deflection, resolution rate, and escalations avoided, then feeds the next cycle. The busier your queue, the faster Autopilot finds and closes its own gaps, so your AI keeps getting better instead of plateauing.

"Working with IrisAgent feels like a true partnership. Their team listens and adapts with us every step of the way. The IrisAgent partnership continues to be a key enabler in our journey to modernize and scale customer support at Dropbox—with AI at the core. Our focus is clear: empower our support agents to do their best work and ensure our customers get the help they need—quickly, accurately, and at scale."

160K
mins saved in H1
2 min
reduction in AHT
Maria McSweeney

Maria McSweeney

Head of Global Support & Board of Directors

Transform your CX
operations
60%+
auto-resolved
10x
faster responses
$2.4M+
customer savings
95%
accuracy rate

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Works with tools
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Works with tools
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