Kazakhstan-first research infrastructure

Verifiable investigations without a shared private-data lake

A safe workspace for Kazakhstan's NGOs, media and research teams.

For people, not a tool menu

One verifiable route for different professions

Choose the task: check a claimAn atomic, verifiable statement linked to evidence, a coverage envelope and separate human assessment dimensions., understand public data, prepare an editorial brief or train a team.

Journalist

Move from a lead to a brief with sources, coverage, limitations and an editor decision.

Journalist route

NGO

Check public-interest questions with data minimisationThe principle of collecting, copying, retaining and exporting only data necessary for the stated purpose. and safeguardingThe duty to design protection from harm, safe contact and escalation for vulnerable participants before work begins. before collection.

NGO route

Fact-checker

Use a claim matrix with independent grounds, negative search and honest abstentionA decision not to make a stronger conclusion when evidence is insufficient or conflicting, with the gap stated explicitly..

Fact-checker route

Researcher

Use method cards, corpora, benchmarks and reproducible output without model marketing.

Researcher route

Candidate safety state

Candidate 0.3.0 uses synthetic data only. Production and private data are not authorized.

Core architecture

Evidence spineThe connected chain from source to conclusion that preserves versions, exact anchors, limitations, transformations and human decisions.

  1. 1Source passportA versioned source record describing ownership, legal basis, coverage, freshness, risk and collection-admission state.
  2. 2Search coverage
  3. 3Capture and anchor
  4. 4Transform provenanceThe recorded tool, version, parameters, inputs and limitations behind OCR, parsing, translation or a model-produced result.
  5. 5Claim
  6. 6Human reviewThe stage where an authorized professional examines evidence, method, limitations and harm risk and records a decision.
  7. 7Disclosure decisionA recorded decision defining which material may be disclosed, to which audience, after what redaction and under which policy version.
  8. 8Encrypted export

Implemented locally

Auditable foundation

  • Organization context and isolation
  • Source passports
  • Source versions
  • Search-attempt protocol
  • Coverage and limitation boundaries
  • Precise evidence anchorsAn exact pointer to a fragment of a document, page, image or media item that supports or refutes a conclusion.
  • Transform provenance
  • Source-independence assessment
  • Atomic claims
  • Human review
  • RedactionControlled removal or masking of personal, confidential or potentially harmful material before disclosure. decisions
  • Disclosure decisions
  • Hash-chained auditA log where every event is linked to the previous event hash, making later undisclosed alteration detectable.
  • Encrypted portable case bundle
  • Science method cards
  • No-network capture preflightPolicy validation of a URL, scheme, port, redirects and DNS observations before any network request is made.
  • Idempotent durable operations
  • Multilingual case-scoped search
  • Reproducible backup and restore drill
  • Typed portfolio adapter registry
  • Synthetic Science benchmarks
  • synthetic-investigation-workbench
  • multilingual-glossary
  • source-atlas-catalog
  • kazakhstan-source-guides
  • content-operating-system
  • route-persona-ledger
  • science-route-tree
  • reference-investigations
  • portfolio-tools-catalog

Fail-closed

Not silently enabled

  • Active network capture
  • File upload
  • Biometric matching
  • Active reconnaissance
  • Cross-organization search
  • Autonomous publication
  • Training on organization data