This page collects 16 real-world use cases of AI agents in software & technology. 12 are verified by a production case study or reproducible demo; 4 are unverified reports or concepts, and they are labeled as such. The most common autonomy level here is Level 3 (Conditional): autonomous within guardrails; humans handle exceptions. Business functions covered include Sales, Software Development, IT and HR. Vendors and tools mentioned include AgentMail, AWS, 11x and Aisera. Each entry lists the workflow, tools, human-in-the-loop points and risks, and shows outcomes only when a source reports them, with a link to that source.
AgentMail's AgentID gives agents email-based identities tied to a human owner so services like Context.dev can allow autonomous agent signups without fraud.
Code transformation agent upgraded tens of thousands of internal apps to Java 17.
Viral thread on AI code review never converging; community rules: define done via tests, fix only critical issues, review with a different model, cap iterations.
11x automates lead sourcing and outreach alongside Brainsuite's single SDR
Aisera assistant 'Shelly' resolves routine IT requests via Slack, integrated with ServiceNow, Okta, AD.
Regie Auto-Pilot agents discover, enrich, prioritize and engage net-new accounts.
Traversal auto-joins incident Slack channels and investigates root cause across 9 observability systems with read-only access (reported by Traversal)
watsonx Orchestrate-powered AskHR answers HR questions and executes 80+ HR tasks via Workday, SAP, Concur (reported by IBM)
Fin (Claude-powered) answers and resolves support queries for 25,000+ Intercom customers; named examples Synthesia, Fundrise, Lightspeed (reported by Anthropic/Intercom)
11x runs outbound and event follow-up for Australian compliance platform LAB Group
Qualified's Piper ('Cleo') engages website visitors and books meetings for Outreach.
Salesforce uses its own Agentforce agent to re-engage and nurture leads that sellers left behind.
SUSE legal uses Harvey for contract review, legal advice drafting and diligence.
Specialized writer/editor/legal/brand agents generate event copy and populate Marketo, registration pages and emails.
Workday's Sana agents run HR/finance tasks from Claude, Gemini Enterprise, Copilot, Teams and Slack, carrying Workday permissions and audit controls.
Yelp legal uses Aline to review M&A NDAs and contracts.