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OmniDome by HumanMirror vs Induction

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

OmniDome by HumanMirror compared with Induction
DetailOmniDome by HumanMirror logo OmniDome by HumanMirrorInduction logo Induction
What it doesFree discovery and optional agent registration for AI agents, bots and autonomous systems Agent optimization layer that automatically optimizes agent workloads to extend context windows and reduce costs
StageNot given Not given
FoundedNot given Not given
Based inFR Not given
Pricing modelFreemium Not given
PricingFree discovery and agent registration; optional paid tools from 0.001 USDC per call. Machine Resolve 0.001 USDC per resolution; Safe Preflight and core x402 tools 0.010 USDC per call (3 free preview calls per 24 hours). Agent Safety Audit 299 € once; Production Pilot 990 € for 14 days; HumanMirror M Not given
Key features
  • Clean JSON data formatting
  • Remove duplicate records
  • Normalize inconsistent data entities
  • Check data quality before delivery
  • Safe Preflight policy and risk checking
  • Execution Receipt for proof of work
  • Schema Compatibility detection
  • Output Quality Gate verification
  • Payment Rescue recovery advisory
  • Agent Safety Audit with three failure scenarios
  • Automatically removes redundant and stale context from agent workflows in real time
  • Reduces token usage by 37–67% across agent workloads
  • Maintains baseline pass rates and success rates without code changes
  • Extends context windows for longer-running workflows
  • Zero code changes required for integration
  • Continually monitors and learns agent workloads
What makes it different
  • Free agent discovery with no wallet or credit card required
  • Agents retain control of credentials, wallets and budgets
  • Supports existing MCP, A2A, x402 and Stripe integrations
  • Machine-first architecture with API-readable discovery
  • Mission qualification without automatic execution or payment
  • Reduces agent inference costs by 37–67% while maintaining the same success rates
  • Works transparently with zero code changes required
  • Focuses optimization on removing wasted tokens while keeping success rates high
  • Enables teams to take on more ambitious problems with the same resources
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)3 no change since last check12 no change since last check
Trust Flow (Majestic)48
Citation Flow (Majestic)3329
Referring domains (Majestic)8342

3 details filled in for both companies.

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