Intelligence became abundant. Trust did not.
Orves turns evidence into knowledge that stays source-linked, versioned, conflict-aware and auditable — for people, applications and intelligent systems.
“What is the contract renewal date?”
September 1, 2026
The same question, answered twice.
One answer sounds right. The other shows why — follow it back to its claim, exact source span, version and audit trail.
“What is the contract renewal date?”
“September.”“September 1, 2026.”
Fluent. Possibly right. Unprovable.Now the answer can be inspected, reproduced and defended.
From evidence to verifiable knowledge.
One continuous transformation. Each product is useful alone — composed, they produce knowledge you can prove.
Evidence becomes structured, source-linked data — nothing lost, nothing invented.
Explore ORIS → 02 · VERI Says and supportsEverything one source states, with the span, authorship and qualifiers behind each claim — and ABSTAINED where it does not support it.
Explore VERI → 03 · MESH Relates across sourcesAgreement, conflict, refinement and supersession between sources — disagreements kept explicit, never averaged away.
Explore MESH →ORIS structures every source. VERI grounds every claim in evidence. MESH connects knowledge across sources and time.
Complete platform · conceptual preview
VERI and MESH open at launch. The sections below illustrate the properties the complete platform is designed to provide.
New evidence does not erase old knowledge.
Orves records what each source says, when it said it, what superseded what — which conflicts remain open, and which signals are not yet confirmed. You can always reconstruct what was known, and when.
“Renewal date: August 1.”
v1 · superseded“Renewal date changed to September 1.”
v2 · current“The renewal may be postponed again.”
unconfirmed signal · pending evidenceAnswers you can take to an audit.
Five properties every shipped Orves capability must earn.
Exact provenance
From any result back to the exact span of the exact source — page, region, timestamp or event.
Explicit conflicts
Two sources disagree? Both stay on record — never merged silently.
Reproducible results
Every result is bound to its inputs and versions — rebuild it on demand.
run 2 · same inputs, same versions → output 6f2d…
✓ identical
Full audit trail
People and systems can walk the complete path behind any answer.
Knowledge you control
Portable by construction — served to any model or agent through standard APIs and MCP.
knowledge objects
evidence & citations
versions
audit trail
Claims should be earned.
A capability becomes a public claim only after pre-registered evaluation against versioned gold sets. Until then, its state is shown honestly — including UNKNOWN.
Measured against versioned evaluation sets — scope, methodology and limitations published with every number.
Promising internally. Not yet presented as a public capability claim.
When evidence is insufficient, Orves abstains instead of presenting certainty.
measured before claimed · benchmarks designed to defeat us · every component keeps earning its place