Software & IT use cases

ElevenLabs, Intercom Fin, Zendesk AINewOct 2026

ElevenLabs' own AI support agent resolves 65% of its tickets

65% of tickets resolved end to end, first reply in about 60 seconds instead of hours, and 70% positive ratings.

Amazon BedrockNewOct 2026

ShipStation's Slack IT agent answers 97.5% of staff questions

Replied to 97.5% of messages, handled 812 of 1,221 conversations without a ticket (about 1,600 hours a year saved), and positive ratings rose from 82% to 96%.

ChatGPT, ClaudeNewOct 2026

Sophos cut security investigation time from 38 minutes to 89 seconds

Average response time on agent-handled cases fell from about 38 minutes to 89 seconds, and 52% of cases are resolved end to end by AI.

ChatGPT, ClaudeNewOct 2026

AGL's AI agent drafts security review documents for architects

Architects start from an AI draft instead of a blank page; deployed in the security architecture team.

Salesforce Agentforce, ChatGPT, ClaudeNewSep 2026

Telstra's AI agent checks who has access to what, around the clock

Constant automatic checks replace occasional manual reviews.

DecagonSep 2026

Duolingo's English Test had AI solve 80% of chats from day one

80% of chats solved by AI right after launch, up from about 30% with the old tool.

DecagonSep 2026

Rippling's AI now solves over half of chats across 12 products

Chats solved without a person rose from 38% to over 50%, for 400,000 users.

DecagonJul 2026

Notion solves support tickets 34% faster with an AI agent

Up to 34% faster answers. Twice as many questions solved by AI, and only 3.4% of people ask for a human.

DecagonJul 2026

Substack's AI agent solves 90% of user questions

Over 90% of questions answered without a person, and users are happy with it.

Atlassian RovoJul 2025

CommBank saves 2,500 hours a month with Atlassian AI summaries

About 2,500 hours saved every month.

Claude Code

Rakuten engineers let Claude Code rework code on its own for 7 hours

New features now ship in 5 days instead of 24.

Claude Code, Claude

Classmethod says Claude Code made its developers up to 10 times faster

Up to 10 times more output and 90% less time coding. One task went from 24 hours to 1 hour.

ChatGPT

LY Corporation uses OpenAI in 32 different ways

32 uses live across its services.

Intercom Fin

Fathom keeps award-winning support while Fin handles the routine stuff

Routine questions answered instantly so the team can focus on the tricky ones.

Intercom Fin

A price-comparison group lets AI fully solve 64% of chats

AI fully solves 64% of chats with no person needed.

Intercom Fin

Frends' AI agent solves up to 94% of support questions

Up to 94% of questions solved by the AI alone.

Intercom Fin

Anthropic's AI agent now answers half of Anthropic's own support questions

The share solved by AI rose from 36% to 50.8% in about a month, saving 1,700+ team hours in month one.

Intercom Fin

Clay moved support out of Slack, and now AI solves up to half of it

The share solved by AI rose from 20% to 45–50%.

Intercom Fin

Synthesia handled a 690% jump in support demand without hiring

98.3% of people who asked for help in August got it without a person, and answers came 96% faster. No extra hires.

Intercom Fin

Teachable now automates 56% of all support for creators and students

56% of all support is handled by AI from start to finish.

Intercom Fin

Vanta's AI agent fully solves 71% of the chats it handles

71% of its chats solved with no person, about 2,500 a month. Chats passed to staff still get 94.1% happy customers.

Claude

Carvana's Slack AI agent cut engineers' time to answers by 65%

Getting an answer takes 65% less time on one team, and alerts fell 56% on another.

n8n

Koralplay automated 70% of payment tickets and saves 616 hours a week

70% of payment tickets handled automatically in one market. Each went from 10–15 minutes to about 70 seconds.

Zapier

Remote's AI help desk solves 27.5% of IT tickets on its own

27.5% of IT tickets closed automatically, saving 616 hours a month and $500K in hiring.