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V4 ships today · V5 is the runtime

Product · KNOLO

Knolo is an embedded, verifiable knowledge runtime for autonomous agents.

The differentiation is not better vector search. The moat is one portable artifact that binds knowledge + policy + retrieval + memory + execution into a reproducible, authority-scoped state machine.

North star

One .knolo artifact should answer:

  1. 01

    What did the agent know?

  2. 02

    What evidence did it use?

  3. 03

    What was it authorized to do?

  4. 04

    What did it change?

  5. 05

    Can another machine reproduce and verify the result?

V4 · ships today

A verifiable pack and retrieval contract you can run locally.

Portable .knolo files. Deterministic lexical-first retrieval. Evidence spans, plan hashes, and read receipts. TrustBench Phase 5 is the public contract in knolo-core. TypeScript @knolo/core is the v4 reference.

What ships today →

V5 · the upgrade

The runtime that makes that pack the agent’s source of truth.

A unified ledger for knowledge, memory, policy, authority, and run events. Durable, resumable agent runs. EQL. Read, write, and run receipts. Rust as the reference kernel. Not shipping as the public contract yet.

Read the V5 architecture →
A sealed Knowledge Image cartridge on a dark steel bench, one teal status light.

The artifact

One mountable file. Not a mystery index.

A .knolo Knowledge Image is something counsel, SIU, or an operator can inspect. V4 ships that file today: knowledge you can retrieve, permissions that travel with it, hashes you can recompute, read receipts you can verify. V5 extends the same artifact into state, policy, authority, and runs.

Public V4 contract: github.com/HiveForensics-AI/knolo-core. HIVE owns the commercial product story on this domain.

V4 capabilities →

What Knolo is not

  • Not LangChain. Orchestration without a source of truth is still a demo.
  • Not Pinecone. Better vector search is not the moat.
  • Not a RAG library. That is the V4 surface, not the V5 category.
  • Not a hosted control plane you must phone home to verify.

Determinism contract · V5

Same state root + same EQL plan + same authority + same runtime contract = the same canonical evidence package.

If another machine cannot reproduce and verify the result, it is not Knolo. It is theater with citations.

V5 architecture →

HIVE builds production systems on Knolo.

Bootcamp is how a corpus becomes an image and a workflow. Hive Forensics AI Inc. deploys and operates the system.