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Deaf-Led AI Governance

Independent governance for sign language AI procurement

Novara Consulting Group helps governments, healthcare systems, universities, employers, and public institutions evaluate sign language AI before procurement or deployment, under the SLAT Index™: a published trust framework whose ratings are computed from evidence, not negotiated from marketing.

5domains
11criteria
54indicators
5trust ratings

Analysis & Briefings

Procurement is outrunning the evidence

Sign language AI is being purchased and deployed faster than the evidence for it can be established. Vendor demonstrations and conformance documents certify that signed output exists, not that it conveys meaning to Deaf users. Institutions are left approving systems they cannot independently verify, and when a system fails, the failure lands on Deaf and hard-of-hearing people first and the deploying institution second.

Evidence before adoption. Trust before deployment.

The SLAT Index provides the independent layer: criterion-based evaluation of claims, evidence, governance, accessibility risk, and institutional accountability, so the decision rests on what has been demonstrated.

Because your existing diligence cannot answer the question that matters

Conformance is not comprehension

An accessibility conformance report certifies that an interface works with assistive technology. It cannot say whether a Deaf person understands the output, and no standard procurement artifact can.

The evidence vacuum is real

Peer-reviewed literature documents that accuracy claims in this market frequently omit what was measured, against what reference, with which signers, under what conditions. SLAT grades the evidence and treats its absence as a finding, never a pass.

Failure lands in high-stakes settings

Hospital intake, emergency notification, classrooms, courtrooms: a failed output is a safety event and a civil rights exposure. Since 2018, the World Federation of the Deaf and WASLI have cautioned against signing avatars as replacements for qualified human interpreters in live, complex, or high-stakes information.

A decision you can defend

Findings are criterion-based, Deaf-reviewed, and documented, written for the people who must defend the purchase to a board, an auditor, or a court.

Five questions every deployment must answer

Linguistic Trust

Disclosed, validated, examined as language

Transparency Trust

Disclosure before it is asked for

Governance Trust

Accountable authority and data

Accessibility Trust

Real access, with a human answerable

Deployment Trust

The right system for this setting

Engineered so that supplying less evidence can never earn a better rating than supplying more, and a located defect is never confused with an undetermined record.

How the framework works →

From request to finding

The full path →
  1. Request & scope

    The vendor, the setting, the decision. We fix the engagement type and what the finding will cover.

  2. Evidence & review

    The record is gathered and worked through the criteria, with Deaf reviewer determinations wherever signed output is examined.

  3. A defensible finding

    Documented, criterion-based, checked before it publishes: written for the people who must defend the decision.

Evaluate before you deploy

The cost of a structured assessment is small. The cost of an access failure in a hospital, courtroom, classroom, or emergency is not.

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