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4 events

  1. Cheaper model suggested agent-0F765 · 38% of its spend went to a premium model on tasks a smaller model completes; switching saves about $140 a week. OPTIMIZE
  2. Burn-rate spike alerted srv-0F769 · Agent spend 5× its 24h hourly average; team owner notified. ALERTED
  3. Prompt cache loss found host-0F76D · Cache hit rate down to 41% on 23 sessions; $63 lost this week because the system prompt keeps changing. REVIEW
  4. Task merged as-is agent-0F771 → payments-svc · Refund flow change passed CI and review with no human edits; $1.80 per success. MERGED
Illustrative, anonymized events

More Productive AI Agents. Better Output. Secure and Under Control.

AgentMon helps organizations get more productive work from their AI agents, improve output quality, and keep every agent secure and under control.

  • 32%

    Output quality. Cite agent quality as a leading production barrier.

    LangChain, 2026
  • 45%

    Productivity. Say oversight and rework consume over a quarter of expected productivity gains.

    G2, 2026
  • 52%

    Security & control. Identify security, privacy or compliance as barriers to production.

    Dynatrace, 2026

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  • OeKB
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  • FL County Court
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  • cl
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  • sgkantoal
  • Ministry
  • Ministry of interior of Israel
  • REWE
  • Energie 360°
  • dentsu
  • Kaplan
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  • LG
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  • Lowe's
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  • US
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  • Lord Abbett
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  • Eolo
  • ldigitale
  • bahrain
  • yes
  • Armasuisse
  • Suncor
  • Netflix
  • Rakuten
  • Swiss Life
  • VoxSmart
  • Pasabank
  • AR Telecom
  • Hewlett Packard

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