ConceptNet
Voice intent classifier for enterprise AI agents
ConceptNet launched on August 26, 2026 with 3 votes, #2,940 of 23,274 launches that month and more than 50% of that year's launches.
What it does
ConceptNet classifies enterprise voice commands into 4 intent layers — Basic, Context-Aware, Predictive, and Autonomous — producing structured JSON for agent execution. Token-free · 98.6% accuracy · 9 languages · No API cost · Open source Built for sales, legal, ops, and CS teams who want to automate repetitive workflows without paying $125K/year for GPT-4o. Try the live sandbox in 30 seconds — no login, no setup.
Low-cost SaaS is the stepping stone. Proprietary voice IP is the moat. Enterprises collect voice data, build IP across 4 intent layers, own it, and license it to others. We charge 10%. Features get copied in months. Proprietary IP lasts a decade. GPT-4o charges $0.08 per query. At 5,000 queries/day across an enterprise team, that's $146,000/year — just for classification. ConceptNet: $0.015 per query, token-free. Voice UI, integrations, workflow automation — competitors ship these in 3–6 months. Product features are not a moat. Proprietary voice data and IP stacking is. GPT-4o supports ~50 languages. Claude ~30. ConceptNet supports 200 via SONAR multilingual embeddings — the only enterprise…from conceptnet.co.uk
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