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Apollo-1 vs iLang Inc.

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

Apollo-1 compared with iLang Inc.
DetailApollo-1 logo Apollo-1iLang Inc. logo iLang Inc.
What it doesNeuro-symbolic AI for enterprise agents that combine language understanding with symbolic logic in one integrated runtime The native language of AI; in human terms, a protocol.
StageEstablished Startup
Founded2017 2026
Based inUS CA
Pricing modelContact for pricing Open source
PricingNot given Not given
Key features
  • One integrated runtime combining neural and symbolic systems
  • Deterministic policy enforcement before action
  • Complete execution trace for every turn
  • Natural language program authoring with code generation
  • Consistent decisions from identical inputs
  • CPU-based logic execution with lightweight language models
  • Managed service and custom enterprise deployment options
  • AI-native communication protocol with 88 verbs and two syntaxes
  • AI See: give any AI model vision by pasting i.ilang.ai URLs
  • Zero installation required, pure text format
  • Works across ChatGPT, Claude, Gemini, DeepSeek, Qwen and other models
  • Loader available via pip and npm for automatic protocol injection
  • Prompt compression: 67% reduction in tokens for typical instructions
What makes it different
  • Symbolic logic governs decisions instead of neural weights
  • Lower operational costs through CPU-based logic and lightweight models
  • First protocol to formally map Greek mathematical symbols as primitive verbs for AI-to-AI communication
  • Computable vector space for AI judgment using 11 dimensions and fuzzy mathematics instead of binary classification
  • Open source and MIT licensed with no royalties or approval required
  • Operates at the instruction and behavioral layer, complementary to MCP and A2A protocols
  • Tested and benchmarked with public conformance results and DOI-registered research
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)20 no change since last check38 +1 (up) since last check
Trust Flow (Majestic)117
Citation Flow (Majestic)3327
Referring domains (Majestic)15566

7 details filled in for both companies.

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