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Source intelligence
Profile SQL Server/PostgreSQL structure, keys, counts and declared coverage without sample rows in the index.
01 Platform
One connected discipline.
Six pillars.
From the meaning of a row to the custody of a signed claim. Explore the capabilities that connect your source, model, report and evidence.
Model / Build / Report / Verify / Prove / Collaborate
40 features · all availability states
02 Pillar
Model
Agree the meaning before building the model.
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Business meaning
Maintain cited business-process records with five draft Kimball process seeds and explicit grain ratification.
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Dimensional design
Draft and validate a Gold star contract, then require a separate human ratification before compilation.
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Model map
Generate a schema-only bus matrix, inventory, relationship risks and measure glossary from TMDL without changing the model.
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Model fitness and AI readiness
Produce read-only findings about request fitness and governed semantic metadata without asserting measure correctness or security enforcement.
03 Pillar
Build
Turn a ratified design into reviewed artifacts and scoped execution.
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Medallion compilation
Compile a ratified contract and landing batch into Bronze/Silver/Gold notebooks and a consent-bound Fabric plan.
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Fabric execution
Run approved uploads, item definitions, notebooks, queries, refreshes and exports through one scoped execution boundary.
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Semantic generation
Generate deterministic Direct Lake TMDL from a ratified Gold contract without implicitly deploying or refreshing it.
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Verified DAX authoring
Prepare and execute a measure probe before committing a measure and its permanent semantic tests.
Preview
Incremental capture and history
Implement immutable capture chains, Silver MERGE, Type 2 versions and point-in-time fact bindings with scope-specific proof still required.
Preview
AP and Import delivery
Build Accounts Payable and Import-specific model paths while retaining separate publication, refresh and qualification obligations.
Preview
Promotion and scheduling
Compile ordered promotion and signed requalification workflows without provisioning a scheduler or granting production permission.
04 Pillar
Report
Resolve real fields and give every visual a deliberate place.
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Deterministic PBIR pages
Resolve report fields against TMDL and emit pages using an engine that owns every coordinate.
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Reference or default frame
Prefer a cited reference-report frame or use the documented 1280 × 720 default when none exists.
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Theme wiring
Write and register a theme with consistent naming and validate its wiring separately from rendered appearance.
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Layout validation
Check bounds, overlap, snap, minimum sizes, reading order, occupancy, dominance and visual caps against declared policy.
Preview
Report-state depth
Generate and test declared Sales tables, matrices, stacked series, slicers, filters and drillthrough states with separate render requirements.
05 Pillar
Verify
Compare the declared scope with independent expectations.
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Independent oracle
Compare source, Gold, semantic and checked visual actuals with independently established frozen expectations.
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Numeric gate recomputation
Recompute numeric comparisons and exact grouped-key coverage rather than trusting a producer's pass flag.
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Drift and supersession
Mark dependent evidence stale after observed binding changes and let the newest failed retry supersede an older success.
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Strict retained evidence
Rehash retained files and require authenticated evidence/signature bindings for the selected scoped proof.
Preview
Existing-asset admission
Admit existing Gold, semantic or report assets only within their declared evidence-backed scope, leaving unproved upstream boundaries explicit.
Preview
Structural and tiered PBIP checks
Authenticate verification capability before running the available structural, rule, DAX and screenshot chain, refusing missing prerequisites.
Preview
Rendered numeric checks
Use Windows OCR on independently authored label rectangles to compare declared numeric display values and rounding policy.
Preview
Security-context checks
Generate RLS/OLS artifacts and compare separately observed local/service contexts without treating role presence as enforcement proof.
Preview
Optional consumer qualification
Supply grading/admission machinery for data agents, ontology, Apps and dbt while requiring each consumer's readiness and independent observations.
06 Pillar
Prove
Keep the evidence, signatures and qualification history connected.
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Receipt graph
Record create-only receipts that bind declared inputs, outputs, operations and upstream evidence.
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Local atlas
Render a self-contained lineage, qualification and evidence view whose freshness can be checked.
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Local signatures
Sign selected receipts/gates with encrypted local Ed25519 custody and verify them against independently supplied public trust.
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Value-free attestation export
Export signed verdicts and keyed commitments while excluding private numbers, query text and raw evidence.
Preview
Hosted verification and ACKs
Verify accepted signed envelopes and retain immutable, independently signed acknowledgement bytes under explicit authority.
Planned
Qualification audit and reporting certification
Prepare scoped metadata reports and separately authorised award/renewal workflows without asserting a live audit service or issued certificate.
07 Pillar
Collaborate
Share authorised proof status while business values stay local.
Preview
Hosted console and history
View persisted signed attestations, timestamps, expiry, scope and registered signer status within authorised preview projects.
Preview
Team access
Bind current membership, exact grants, terms and quotas to preview invitations, devices and project actions.
Preview
Read-only assistant access
Expose five bounded MCP tools for authorised organisation, project, qualification, attestation and certification-summary reads.
Preview
Claude Code connection
Provide Entra-based protected-preview connection instructions, with a deployed real-host walkthrough still required.
Preview
ChatGPT, Codex and M365 packaging
Prepare channel bundles for the shared read-only MCP service without claiming approved listings or completed real-host journeys.
Preview
Private domain packs
Implement entitlement-checked pack retrieval with pinned verification while production signing, hosting and licensed redistribution remain owner-gated.
Planned
Consultancy partner pathway
Prepare curriculum and practical assessment rules while withholding credentials and directory publication until independent human award approval.
Planned
Microsoft Marketplace distribution
Retain offline fulfillment/metering machinery while the Microsoft transport, offer publication and live purchasing remain unavailable.
08 Availability, precisely
Implementation is
one part of the evidence.
Every capability still needs the permissions, prerequisites and current proof for your project.
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The implementation exists. This status does not establish public distribution, production hosting or live qualification in every environment.
Preview
Implemented or packaged, with material live qualification, composition or release limits. Review those limits before planning delivery.
Planned
An offering, publication or external capability is proposed or awaits owner approval. It is not an available service.