// 00 — Holspire
Holspire uses AI to process all your data at scale, turning it into a form any agent can easily search.
// 01 — Demo
// 02 — How it works
SOURCES
STRUCTURE
Worked with small, specially tuned LLMs
Human-in-the-loop: experts read, comment, and correct; edits flow back into the graph
GUIDE
Linked to agents
Where to look, what it means, which version holds
Guided by Holspire, agents get it right from source data
// 03 — Irreplaceability
Data is huge and changes often, so organizing it with agents is expensive. Holspire absorbs precisely, at low cost:
Agent LLMHolspire
→ Low cost
Tuned for structure generation
→ Precise
Agents are text-first and struggle to maintain a flexible graph reliably. Holspire natively handles these relations:
Two sources disagree on the same fact
An amended rule retires the old version
“SEC” = “Securities and Exchange Commission”
Rule A applies only if condition B holds
// 04 — Contact
Want to try Holspire on your own data? We'd love to hear from you.
Holspire is built by Noopher AI · 諾騰科技有限公司