The Agent Benchmark

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Top AI agents for people and operations

89 ranked · 8 markets

The top AI agents for people and operations on The Agent Benchmark are Standout (6.2 of 10), Contrario (5.6) and Trellis (5.4), of 89 ranked. Data as of 3 Oct 2026.

The category covers recruiting, HR, procurement, supply chain, logistics, project management, business analysis, and property management.

Ranked agents
89
in 8 markets; 1 more not ranked
Median score
2.5
of 10
From YC
88
1 from outside YC

Ranked agents

All 89, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works

  1. 1StandoutRecruiterSp26Agentic hiring marketplaceProof8Scale3Momentum8Autonomy6Score6.2
  2. 2ContrarioRecruiterW25AI hiring platform powered by expert recruitersProof9Scale5Momentum2Autonomy6Score5.6
  3. 3TrellisProperty managerSp26Agents that run short-term rental operations end-to-endProof6Scale3Momentum6Autonomy8Score5.4
  4. 4DayjobLogistics coordinatorSp26AI Scheduling for Short Haul TrucksProof6Scale3Momentum6Autonomy6Score5.1
  5. 5HackerRankRecruiterS11Change the world to value skills over pedigreeProof2Scale10Momentum2Autonomy6Score5.0
  6. 6WarpHR and people operationsW23AI-native Employee Management Platform for High-Growth CompaniesProof3Scale9Momentum2Autonomy6Score5.0
  7. 7CartageLogistics coordinatorS24Autonomous freight coordinationProof6Scale5Momentum3Autonomy6Score4.9
  8. 8OliviaRecruiterby ParadoxAutomate 90% of the hiring process with two-way messaging and automated interview scheduling.Proof7Scale3Momentum2Autonomy8Score4.7
  9. 9LitmusRecruiterS26Evals for humansProof5Scale2Momentum6Autonomy6Score4.5
  10. 10FleetWorksLogistics coordinatorS23AI enabled marketplace matching trucks with jobsProof0Scale7Momentum5Autonomy6Score4.3
  11. 11ProhostAIProperty managerS24AI Property Manager for Airbnb & Short-Term Rental HostsProof2Scale3Momentum7Autonomy6Score4.2
  12. 12SpaceFlow Technologies, Inc.Procurement agentS26AI-native procurement services for the physical economyProof4Scale2Momentum6Autonomy6Score4.2
  13. 13Lio (formerly askLio)Procurement agentS23The World's First Multi-Agent System for ProcurementProof0Scale9Momentum2Autonomy6Score4.1
  14. 14AlexRecruiterW24Alex is the AI recruiter for hiring great people.Proof2Scale7Momentum2Autonomy6Score4.1
  15. 15VoomaLogistics coordinatorW23Automation platform for logisticsProof0Scale7Momentum3Autonomy8Score4.1
  16. 16MarbleSupply chain plannerS26The autonomous back-of-house for restaurants.Proof2Scale1Momentum8Autonomy8Score4.1
  17. 17SpottRecruiterW25AI-native ATS/CRM for recruiting firmsProof0Scale6Momentum5Autonomy6Score4.0
  18. 18PlutoRecruiterS26LinkedIn for agentsProof2Scale3Momentum6Autonomy6Score3.9
  19. 19VahanRecruiterS19AI recruiter for India's massive blue-collar workforceProof0Scale8Momentum2Autonomy6Score3.8
  20. 20CarmaLogistics coordinatorW24The AI Operating System For Modern Fleets.Proof4Scale4Momentum2Autonomy6Score3.8
  21. 21PlanbaseHR and people operationsS24AI workforce management for healthcareProof4Scale4Momentum2Autonomy6Score3.8
  22. 22SalesPatriotProcurement agentW25AI powered operating system for distributors and OEMsProof0Scale6Momentum4Autonomy6Score3.7
  23. 23PangoLogistics coordinatorS26Agentic OS for e-commerce operationsProof0Scale3Momentum6Autonomy8Score3.6
  24. 24OntoraBusiness analystSp26AI agents that interviews every employee to hand context to AI tools.Proof2Scale2Momentum6Autonomy6Score3.6
  25. 25AtliaProperty managerS26The AI-native property management company for short-term rentalsProof2Scale1Momentum6Autonomy8Score3.6
  26. 26CercliHR and people operationsS23AI powered HR and Recruitment for people teamsProof0Scale7Momentum2Autonomy6Score3.5
  27. 27Assembly HOAProperty managerS24AI-native HOA Management CompanyProof2Scale4Momentum3Autonomy6Score3.5
  28. 28BrickwiseProperty managerF25AI property manager for landlords and estate agentsProof6Scale1Momentum2Autonomy6Score3.5
  29. 29AuctorBusiness analystSp25The agentic operating system for modern system integrators.Proof0Scale5Momentum3Autonomy6Score3.2
  30. 30VitalizeHR and people operationsW23Transforming how health systems optimize laborProof0Scale5Momentum3Autonomy6Score3.2
  31. 31DartProject managerW22The work and agent management platformProof2Scale4Momentum2Autonomy6Score3.2
  32. 32FirstWorkHR and people operationsS24Rippling for seasonal workersProof0Scale5Momentum3Autonomy6Score3.2
  33. 33YouShiftHR and people operationsW25The OS for hospital workforce managementProof2Scale4Momentum2Autonomy6Score3.2
  34. 34Asendia AIRecruiterSp26AI recruiters for staffing agenciesProof0Scale2Momentum6Autonomy6Score3.0
  35. 35PrismRecruiterSp26AI-native recruiting agencyProof0Scale2Momentum6Autonomy6Score3.0
  36. 36TraydHR and people operationsS23A construction payroll and compliance platform built for specialty…Proof0Scale5Momentum2Autonomy6Score2.9
  37. 37LanesurfLogistics coordinatorS25Book any load in 10 minutesProof0Scale4Momentum2Autonomy8Score2.9
  38. 38CerenovusBusiness analystS26AI that finds value creation opportunities across enterprise…Proof0Scale3Momentum4Autonomy6Score2.8
  39. 39WaybillProcurement agentS26Agentic procurement & inventory for deep tech teams.Proof0Scale2Momentum4Autonomy8Score2.8
  40. 40Merlin AIProject managerS24AI powered ERP for ConstructionProof0Scale4Momentum2Autonomy6Score2.6
  41. 41HammrHR and people operationsW23Rippling for the Construction IndustryProof0Scale4Momentum2Autonomy6Score2.6
  42. 42WaylineProperty managerS25AI voice for property managersProof0Scale3Momentum2Autonomy8Score2.6
  43. 43SaffronRecruiterSp26Helping your company find 10x engineers.Proof0Scale2Momentum4Autonomy6Score2.5
  44. 44transloadLogistics coordinatorSp26Measure freight with security camerasProof0Scale2Momentum4Autonomy6Score2.5
  45. 45ZaplarProperty managerS26Agentic Hotel Operating SystemProof0Scale2Momentum4Autonomy6Score2.5
  46. 46PeerLogistics coordinatorS26AI-native freight brokerageProof0Scale1Momentum4Autonomy8Score2.5
  47. 47WhitespaceSupply chain plannerS26AI Operating System for Wholesale DistributionProof0Scale1Momentum4Autonomy8Score2.5
  48. 48Mandel AIProcurement agentS23AI Coordination Layer for Supply ChainProof2Scale3Momentum0Autonomy6Score2.4
  49. 49Flott HQLogistics coordinatorSp25AI-native operating system for vehicle fleet managementProof4Scale1Momentum0Autonomy6Score2.4
  50. 50DentaHR and people operationsS26Dental Benefits for StartupsProof0Scale0Momentum6Autonomy6Score2.4
  51. 51CladProject managerW23Project management software for building infrastructure.Proof0Scale3Momentum2Autonomy6Score2.3
  52. 52IndemniLogistics coordinatorW24Cargo Theft and Fraud Prevention PlatformProof0Scale3Momentum2Autonomy6Score2.3
  53. 53LumariProcurement agentSp25AI Digital Workers for Supply ChainProof0Scale3Momentum2Autonomy6Score2.3
  54. 54PerfectlyRecruiterW26The AI-native Recruiting OSProof2Scale2Momentum1Autonomy6Score2.3
  55. 55HavenProperty managerW23AI workforce for property managementProof0Scale2Momentum2Autonomy8Score2.3
  56. 56FoasterBusiness analystSp26The AI-native McKinseyProof0Scale1Momentum4Autonomy6Score2.2
  57. 57Saudara AIProcurement agentSp26AI Native Sourcing Broker For Overseas ManufacturingProof0Scale1Momentum4Autonomy6Score2.2
  58. 58HapplHR and people operationsW22Your personalised benefits and engagement platform for global teamsProof0Scale4Momentum0Autonomy6Score2.1
  59. 59Manifold FreightLogistics coordinatorW24Aggregating Spot Freight Opportunities for CarriersProof0Scale4Momentum0Autonomy6Score2.1
  60. 60Sona8Business analystF26Context layer for enterprise AI surveying employees with voice agentsProof0Scale3Momentum1Autonomy6Score2.1
  61. 61SiraHR and people operationsS25AI Native Rippling for Deskless WorkersProof0Scale2Momentum2Autonomy6Score2.0
  62. 62HemutLogistics coordinatorSp25AI-powered operating system for trucking companies.Proof0Scale2Momentum2Autonomy6Score2.0
  63. 63Scott AIProcurement agentF25The planning layer for teams that build with coding agentsProof0Scale2Momentum2Autonomy6Score2.0
  64. 64SaldorProcurement agentS24Making procurement easyProof0Scale1Momentum3Autonomy6Score2.0
  65. 65HazelProcurement agentW24AI-enabled procurement for governmentProof0Scale3Momentum0Autonomy6Score1.8
  66. 66PalommaProperty managerW23AI & financial services for real estate in LatAm, starting by rentProof0Scale3Momentum0Autonomy6Score1.8
  67. 67SpherecastSupply chain plannerS24AI Supply Chain Manager for CPGProof0Scale3Momentum0Autonomy6Score1.8
  68. 68KenleyBusiness analystS24AI Agents for Advisory & Financial Services.Proof0Scale3Momentum0Autonomy6Score1.8
  69. 69Untether LabsHR and people operationsW23Scheduling software for digital health clinics to do more with less.Proof0Scale3Momentum0Autonomy6Score1.8
  70. 70HaladirSupply chain plannerW26Operational Superintelligence for Global LogisticsProof0Scale2Momentum1Autonomy6Score1.8
  71. 71BurtLogistics coordinatorW26AI teammates for logisticsProof0Scale1Momentum1Autonomy8Score1.8
  72. 72Lantern AIRecruiterF26Turn Your Taste Into HiresProof0Scale2Momentum1Autonomy6Score1.8
  73. 73TrueMileLogistics coordinatorF26AI agents that run trucking operations.Proof0Scale2Momentum1Autonomy6Score1.8
  74. 74AveryIQProperty managerW24AI Copilot for Property Managers and LandlordsProof0Scale2Momentum0Autonomy6Score1.5
  75. 75GetchoLogistics coordinatorF24The reliability platform for last-mile deliveryProof0Scale2Momentum0Autonomy6Score1.5
  76. 76KestralProject managerSp25We automate your entire product development lifecycle.Proof0Scale2Momentum0Autonomy6Score1.5
  77. 77RebulkLogistics coordinatorS25AI-native software for managing rail and bulk operations.Proof0Scale2Momentum0Autonomy6Score1.5
  78. 78MaximalLogistics coordinatorS25Truckload Planning at Machine PrecisionProof0Scale2Momentum0Autonomy6Score1.5
  79. 79LunavoLogistics coordinatorF25Lunavo is the AI assistant for carriers.Proof0Scale1Momentum0Autonomy8Score1.5
  80. 80AndustryProcurement agentSp26Proof0Scale1Momentum1Autonomy6Score1.5
  81. 81Applied KineticsProcurement agentF26AI for the industries that power America.Proof0Scale1Momentum1Autonomy6Score1.5
  82. 82LarkProcurement agentF26Lark - Specialized agents for wholesale distributorsProof0Scale1Momentum1Autonomy6Score1.5
  83. 83OpEraSupply chain plannerF26Automated operations research (OR) labProof0Scale1Momentum1Autonomy6Score1.5
  84. 84ReframeProcurement agentW26AI-native, hardware procurement marketplaceProof0Scale0Momentum1Autonomy8Score1.5
  85. 85DurateHR and people operationsF24Automated physician schedulingProof0Scale1Momentum0Autonomy6Score1.2
  86. 86KarmenProject managerF24Your AI scheduling assistant for constructionProof0Scale1Momentum0Autonomy6Score1.2
  87. 87Lightscreen AIRecruiterF24Voice + video AI interviewerProof0Scale1Momentum0Autonomy6Score1.2
  88. 88DatafruitProject managerS25The AI workspace for software implementationsProof0Scale1Momentum0Autonomy6Score1.2
  89. 89SupadockLogistics coordinatorW21Multi-agent AI for physical logistics operationsProof0Scale0Momentum0Autonomy6Score0.9

Markets in People and operations

Each market is one job. Its page ranks the agents that do it.

Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it

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