ComparisonsThe alternatives, at a glance

Enterprise AI you can audit down to the number

The company brain you can audit. Glean, Hebbia, Dust and Onyx solve AI search and agents over connectors; Redijo makes every number traceable and checks each fragment's permission at synthesis time.

AI search over connectorsthe current category — Glean, Hebbia, Dust, Onyx

Point by point · every row carries its source

The comparison, with the sources in view

CriterionWhat the facts sayEdgeSource
GleanA broad catalogue of native connectors, strong at enterprise search — but pricing is quote-only, with no public figure.Depends on contextGlean pricing page(accessed 30 Jun 2026)
HebbiaStructured analysis of large document sets, with traction in finance and legal — pricing handled as enterprise, on request.Depends on contextHebbia website(accessed 30 Jun 2026)
DustCustomisable AI agents over connected data, with open-source components and published pricing.Depends on contextDust pricing page(accessed 30 Jun 2026)
OnyxOpen-source, self-hostable AI search (the successor to Danswer) — you run it on your own infrastructure.Depends on contextOnyx on GitHub(accessed 30 Jun 2026)
Redijo · auditabilityEvery number points to its source fragment and the value path is deterministic — the model never computes the figure, it only drafts the prose around it.RedijoAuditable by construction (Redijo)
Redijo · permissions and residencyEach fragment's permission is checked at synthesis time and data is hosted with international-transfer safeguards.RedijoSecurity and cloud hosting (Redijo)

Looking for an enterprise AI alternative almost always lands in the same category: AI search over connectors. Glean, Hebbia, Dust and Onyx are good examples, each with its own strength — connectors, document analysis, agents, open source. They are legitimate answers to “where is the information?”.

Redijo answers a different question: “where did that number come from?”. It is a different category — not AI search, but auditability by construction.

What changes category

  • Glean — a broad connector catalogue, strong search, but no public pricing.
  • Hebbia — analysis of large document sets, with traction in finance and legal; enterprise pricing.
  • Dust — customisable agents with open source and published pricing.
  • Onyx — open-source, self-hostable AI search; you operate the infrastructure.
  • Redijo — every number traces to its source, and permission holds at synthesis time.

Auditable by construction

In Redijo, calculation and comparison are deterministic, kept off the AI’s path. The proof is born with the answer: every figure already carries its source file, sheet and range. You review, you don’t trust.

Permission at synthesis time

Redijo checks each fragment’s permission the instant the answer is composed. Anything outside your access never enters — not even aggregated inside a total. That control, at synthesis time, is our moat.

You can also bring your own AI through an MCP server, with permissions and an audit trail. Your files are hosted with international-transfer safeguards.

Data residency

International-transfer safeguards and a DPA that support data-protection alignment — not local servers. The governance your customers' data demands.

See auditability in practice

Get started and build a report where every number points to its source.

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