AI with a soul.

What needs interpretation?

Compliance expertise deserves a public record.

Read the official source, compare cited interpretations, inspect the reasoning, and see who improved the record.

  • Official-source-first
  • Evidence over popularity
  • Visible revision history
  • Illustrative demonstrations labeled
Control§ policy
Agent outputgenerated
Evidenceverified
Citationsource
Reviewerapproved
Audit trailimmutable
CMS-0057-FVerified

Prior Authorization Final Rule

Citations3 · Federal Register
Reviewed byM. Juhanson

A maintained interpretation record

Source → Interpret → Specify → Test and review → Maintain

The Network keeps official language, professional judgment, implementation detail, and review history connected without pretending they are the same thing.

  1. 01

    Source

    Begin with the official authority and exact passage.

  2. 02

    Interpret

    Compare cited readings, assumptions, and objections.

  3. 03

    Specify

    Translate meaning into shared operational and technical language.

  4. 04

    Test and review

    Check rules, fields, controls, evidence, and human judgment.

  5. 05

    Maintain

    Preserve ownership, provenance, and visible revision history.

Interpretation Commons

Show how people read the rule.

Read the official passage, compare cited interpretations, inspect the reasoning, and see who improved the record.

  • Official-source passages
  • Competing readings, assumptions, and objections
  • Visible review and revision history
Implementation Commons

Make the meaning implementable.

Turn a requirement into shared language that compliance, operations, engineering, and data teams can inspect and test.

  • CMS audit-universe structures
  • Data dictionaries and field definitions
  • Validation rules, test cases, controls, and evidence mappings

Illustrative CMS audit-universe data-dictionary example

Prior authorization decision reason

v0.3 · under review

Business definition

Reason attached to a decision

Technical type

Controlled string

Source authority

CMS-0057-F

Review rule

Required when denied

Illustrative demonstration only. It is not official guidance, legal advice, a compliance guarantee, or a claim of regulator acceptance.

Illustrative proof point

See how a rule becomes a working system

Semantica is the semantic and provenance infrastructure that keeps the chain inspectable. It is not a separate top-level product.

View Semantica-ready provenance
  1. 01Official authoritysouth
  2. 02Requirementsouth
  3. 03Competing interpretationssouth
  4. 04Implementation standardsouth
  5. 05Data field or controlsouth
  6. 06System mappingsouth
  7. 07Evidence and audit receipt

Public and private stay distinct

One evidence language. Two protected graphs.

The public Network graph preserves cited contribution. The private enterprise graph remains tenant-isolated. A controlled contribution bridge supports preview, redaction, conflict and capacity disclosure, review, and organizational approval.

Public Network graph

Cited public contribution

Official passages, interpretations, specifications, and revision history intended for the shared record.

Controlled contribution bridge

Private enterprise graph

Tenant-isolated organization context

Internal mappings, controls, evidence, deliberation, and organization-specific decisions remain private.

Nothing private publishes by default.

Private adoption and public contribution remain separate, deliberate actions.

Evidence over popularity.

Trust rests on official sources, citations, disclosed reasoning, credential context, stewardship, and visible revision history—not votes or popularity.

Participate with the right boundary

Improve the public record—or work privately.