All AI agent use cases

• 7-Eleven multi-agent creative assistant

  7-ElevenUsers call it 'a game changer' (qualitative)

  L2 · Supervised Verified · Production

• Admiral Seguros touchless auto claims (Tractable)

  Admiral Seguros12,000 touchless claims in 2021

  L4 · Autonomous Verified · Production

• AdvanceCare health claims automation (Sprout.ai)

  AdvanceCare60-second turnaround for routine claims

  L3 · Conditional Verified · Production

• AgentID verified identities for autonomous agent signups

  AgentMailAgentMail's AgentID gives agents email-based identities tied to a human owner so services like Context.dev can allow autonomous agent signups without fraud.

  Trending L4 · Autonomous Unverified · Reported

• Airbnb LLM-driven test migration pipeline

  AirbnbCompleted in 6 weeks vs 1.5-year estimate

  L3 · Conditional Verified · Production

• Allegheny Health Network touchless prior authorization (Humata)

  Allegheny Health Network70% of covered CPT requests approved touchless in first month

  L4 · Autonomous Verified · Production

• Allianz Partners agentic claims and invoice automation (Otera)

  Allianz PartnersAverage claim handling time 29 → 3.5 days (reported by HFS Research (Allianz Partners execs))

  L4 · Autonomous Unverified · Reported

• Amazon Q Developer Java upgrade agent at Amazon

  Amazon~4,500 developer-years saved

  L3 · Conditional Verified · Production

• Apollo Tyres Manufacturing Reasoner for curing-press root cause analysis

  Apollo Tyres~88% reduction in RCA effort

  L2 · Supervised Verified · Production

• Beacon Health utilization review summaries (Xsolis GenAI)

  Beacon HealthInitial review time 15 → 4.7 min (69%)

  L2 · Supervised Verified · Production

• Bounded AI code review loops (multi-model, test-defined done)

  Developer communityViral thread on AI code review never converging; community rules: define done via tests, fix only critical issues, review with a different model, cap iterations.

  Trending L2 · Supervised Unverified · Reported

• Brainsuite AI SDR sourcing and outreach with 11x

  Brainsuite$315K+ influenced pipeline in 90 days

  L3 · Conditional Verified · Production

• Broadcom autonomous IT support (Moveworks)

  Broadcom88% of support issues resolved autonomously (from ~10% at launch)

  L3 · Conditional Verified · Production

• C.H. Robinson generative AI agents across the shipment lifecycle

  C.H. RobinsonOver 3M shipping tasks performed by AI agents

  L3 · Conditional Verified · Production

• Carle Health prior authorization automation (Janus Health)

  Carle Health20% reduction in auth-related outpatient write-offs

  L3 · Conditional Verified · Production

• Chegg AI service desk assistant (Aisera)

  Chegg80% auto-resolution within six hours of launch (reported by CaseStudies.com (Aisera))

  L3 · Conditional Unverified · Reported

• CNRG AI invoice coding and approvals with Vic.ai

  CNRGProcessing time 5 → 1.2 min (76%)

  L3 · Conditional Verified · Production

• Coinbase fine-tuned open-weight model for fraud prevention

  CoinbaseFine-tuned Qwen3.5-9B outperformed frontier models on fraud prevention at much lower cost and latency

  Trending L3 · Conditional Unverified · Reported

• Crocs India segment and content agents (Netcore)

  Crocs India13x ROI from multi-agent campaigns

  L3 · Conditional Verified · Production

• Crunchbase autonomous outbound agents (Regie.ai Auto-Pilot)

  Crunchbase$200K+ influenced pipeline in 8 months

  L3 · Conditional Verified · Production

• Daikin AP invoice processing agents (IBM + Supervity)

  DaikinStraight-through processing 39% at go-live, 75% after 2 months

  L3 · Conditional Verified · Production

• DigitalOcean AI SRE incident investigation (Traversal)

  DigitalOcean38% reduction in MTTR

  L2 · Supervised Verified · Production

• Ecolab Azure SRE Agent alert triage

  EcolabDaily alerts reduced from 30–40 to under 10

  L2 · Supervised Verified · Production

• Financial research agents combining web search with market data (Exa + Pyth)

  Exa + PythExa is piloting Pyth real-time/historical market data so research agents can pair news with prices in one flow.

  Trending L2 · Supervised Unverified · Reported

• Fortune 200 manufacturer autonomous tail-spend sourcing (Fairmarkit)

  Fortune 200 manufacturer50,000+ events run fully autonomously

  L4 · Autonomous Unverified · Reported

• Freight forwarder shipment-exception resolution agents (Sitka AI)

  Freight forwarderException resolution 4.8 → 0.7 hours

  L3 · Conditional Unverified · Reported

• Fugro global AP automation with Rossum

  FugroProcessing time 2 min → 35 s

  L3 · Conditional Verified · Production

• GATX AI RFP and contract analysis (Levelpath)

  GATX10x RFP capacity

  L2 · Supervised Verified · Production

• General Motors interview scheduling agent (Paradox)

  General MotorsTime to schedule 5+ days → 29 min

  L3 · Conditional Verified · Production

• Google Gemini coworker agents with their own Workspace identity

  GoogleIn private preview for select customers

  Trending L3 · Conditional Verified · Demo

• Hark proactive personal agent for errands via computer use

  HarkHark's Handoff computer-use agent shops, books travel, orders food and runs errands; launched free Oct 6, 2026.

  Trending L3 · Conditional Unverified · Reported

• IBM AskHR agent for employee HR transactions

  IBM94% containment of common questions

  L3 · Conditional Verified · Production

• Instinct personal agent resolving customer service issues agent-to-agent

  InstinctInstinct's personal agent handles customer service on users' behalf, now negotiating directly with Sierra and Decagon business agents.

  Trending L3 · Conditional Unverified · Reported

• Intercom Fin AI agent resolving support conversations

  Intercom51% average resolution rate; up to 86%

  L3 · Conditional Verified · Production

• Klarna AI customer service assistant

  Klarna2.3M conversations in first month (two-thirds of chats)

  L3 · Conditional Verified · Production

• LAB Group AI outbound agent with 11x

  LAB Group$1.15M+ 11x-influenced pipeline in six months

  L3 · Conditional Verified · Production

• Nissan autonomous sourcing events (Keelvar)

  NissanSourcing cycle time cut 49%

  L3 · Conditional Verified · Production

• OPLOG multi-agent warehouse resource orchestration

  OPLOG90% reduction in decision-making time

  L3 · Conditional Verified · Production

• Outreach inbound AI SDR on website (Qualified Piper)

  Outreach$1.1M pipeline in first four months

  L3 · Conditional Verified · Production

• Personal Agent Protocol for consumer agents transacting with company agents

  SierraFirst draft of the protocol published, with new design partners announced

  Trending L3 · Conditional Verified · Demo

• Questex outbound SDR agent with 11x

  Questex$1M+ pipeline in first 3 months

  L3 · Conditional Verified · Production

• SaaStr dormant-lead re-engagement agent 'Hexi' (Agentforce)

  SaaStr$2.7M closed revenue

  L3 · Conditional Verified · Production

• Salesforce Agentforce lead nurturing agent on its own pipeline

  Salesforce100,000 leads reached

  L3 · Conditional Verified · Production

• Selling to AI agents as buyers

  Paul GrahamPaul Graham post: a founder expects most sales to be to agents, implying pitches on uptime, audit logs and per-task price.

  Trending L1 · Assistive Conceptual · Unverified

• SharkNinja contract review with Ivo

  SharkNinjaTurnaround 2–3 days → ~1 day

  L2 · Supervised Verified · Production

• Sodexo recruiting automation agent (Paradox)

  Sodexo60% decrease in time to hire/apply

  L3 · Conditional Verified · Production

• SUEZ requisition-compliance agent inside Coupa (Pactum)

  SUEZ90% shorter requisition cycle times

  L3 · Conditional Verified · Production

• SUSE in-house legal team on Harvey

  SUSE60% faster contract reviews

  L1 · Assistive Verified · Production

• Trygg-Hansa fast-track property claims with digital workers (Blue Prism)

  Trygg-Hansa95% faster processing of fast-tracked claims

  L3 · Conditional Verified · Production

• Uber Genie on-call copilot

  Uber70,000+ questions answered

  L2 · Supervised Verified · Production

• UiPath agentic event Campaign Creator (Ashling)

  UiPathFull copy suite in <2 minutes

  L3 · Conditional Verified · Production

• WeightWatchers member care agent with Sierra

  WeightWatchers~70% containment in first week

  L3 · Conditional Verified · Production

• Workday Sana HR and finance agents inside Claude and other assistants

  WorkdayWorkday's Sana agents run HR/finance tasks from Claude, Gemini Enterprise, Copilot, Teams and Slack, carrying Workday permissions and audit controls.

  Trending L3 · Conditional Unverified · Reported

• Yelp legal NDA/contract review with Aline

  YelpContract review 30 → 5 minutes

  L1 · Assistive Verified · Production

No use cases match. Try clearing a filter.