Executive FAQ · 12 pages
Antcluster — 12 Enterprise Pain-Points & Resolutions
The 12 most acute enterprise data pain-points, the specific Antcluster mechanisms that resolve them, and the benchmark outcomes from production and pilot deployments.
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Whitepapers & benchmarks
Technical whitepapers, benchmark reports, and executive FAQs. Get a download link delivered to your inbox.
Technical Whitepaper · 24 pages
The AntSwarm Whitepaper — Decentralized Agent Architecture
The full architecture of AntSwarm: five specialized agents, semi-autonomous information contracts, controlled delegation, conflict handling, and evidence routing.
Benchmark Report · 18 pages
Spider2 Benchmark Report v2 — Antcluster vs Baselines
Independent benchmark on 1,200-table manufacturing schemas. Join correctness improvements from 61% (naive LLM) to 96% (Antcluster graph-guided). Token economics, first-attempt success rate, and end-to-end latency.