Onepane — AI Agent Management Platform
ROI calculator

Put a number on your agents.

Answer four questions about your environment and see the annual value pool Onepane helps you capture.

agents
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Estimated annual value pool
$8.2M/yr
Consolidate duplicate agents$1.0M
Move pilots to production$1.6M
Reactivate stranded agents$800K
Modernize legacy workflows$1.8M
Cut agent-incident cost$3.0M
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Assumptions

Illustrative large-enterprise model.

  • ~150 agents under management
  • Enterprise AI budget ~$10M/yr ($5M AI-operations + $4M agent pilots + $1M platform/tooling)
  • Total IT budget ~$50M, with ~35% (~$17.5M) on legacy maintenance
  • Benchmark context: large enterprises plan $50–250M/yr on GenAI (KPMG)
Methodology

How the number is built.

Lever How it's calculated Source
Consolidate siloed / duplicate agents (~$1.0M) ~20% of ~$5M AI-ops spend Deloitte, AI agent orchestration
Move stalled pilots to production (~$1.6M) Recover ~40% of ~$4M pilot write-off MIT NANDA 2025
Reactivate stranded agents (~$0.8M) Half of agents sit unused; universal tag makes them findable Gartner, agent sprawl
Modernize legacy workflows (~$1.8M) Reclaim ~10% of the ~$17.5M legacy line McKinsey / Gartner (tech debt ~40% of IT budget)
Cut agent-incident cost (~$3.0M) Lower frequency and blast radius of incidents Gartner (40% of agentic projects canceled by 2027)
Total ~$8M / year

Value pools Onepane helps capture, not guaranteed savings. Figures illustrative; validated per account.