Roadmap Overview

ATIC’s standards evolve through a structured, multi‑phase process designed to ensure rigor, stability, and broad applicability across sectors. Each phase builds on the last, expanding the scope of integrity protections while maintaining a provenance‑first foundation.

Phase I — Foundational Standards (Current)

The Provenance & Integrity Standard (PIS)

The core standard establishing requirements for:

• dataset provenance

• data integrity and stability

• documentation and traceability

• defensibility of training data

• lawful and transparent data sourcing

This standard forms the backbone of ATIC’s certification programs and institutional guidance.

Assessment Frameworks

Development of assessment criteria and evaluation workflows for organizations seeking certification under the Provenance & Integrity Standard.

Phase III — Sector‑Specific Standards (Future)

ATIC will expand its standards suite to address the unique needs of specific sectors, including:

• education

• healthcare

• public‑benefit organizations

• civic technology

• research institutions

• early‑stage AI ventures

These standards will adapt the core principles of provenance and integrity to the operational realities of each domain.

Phase II — Expansion of ATIC’s Standards Suite (High‑Level Only)

As ATIC’s work evolves, the Commission will expand its standards portfolio to address emerging needs in AI integrity. Future standards will build on the Provenance & Integrity Standard and will focus on areas such as:

• governance expectations for organizations that deploy AI

• integrity requirements for synthetic and artificially generated data

• deeper technical expectations for dataset quality, stability, and reproducibility

These standards will be developed through ATIC’s formal review process and published when they meet the institution’s requirements for rigor, clarity, and public‑benefit impact.

Phase IV — Global Alignment & Harmonization (Long‑Term)

ATIC will work toward:

• alignment with international regulatory frameworks

• cross‑institutional collaboration

• harmonization with emerging global AI governance bodies

• public‑benefit initiatives that support global adoption

This phase positions ATIC as a long‑term steward of provenance‑first AI integrity.