# SPQR Technologies Wins Best AI for Safety at the VIC AI Awards 2026

Canonical page: https://spqrtech.ai/news/vic-ai-awards-2026/

Content edition: 2026-11-13

**Awards & Recognition | 13 November 2026 | Melbourne, Australia**

SPQR Technologies has won **Best AI for Safety** at the **VIC AI Awards 2026** for **Aegis Runtime Control: Independent Execution Authority for AI Agents**.

## AI can act. But who gives it permission?

AI agents can retrieve information, invoke tools and participate in operational workflows. The capability to perform an action does not by itself establish that the organisation has authorised that specific action. This is the principle behind SPQR's Operational AI Governance: From Policy to Permission.

## Independent authority at the execution boundary

Aegis Kernel independently evaluates selected proposed actions against active, signed governance authority. Configured enforcement points apply allow, deny or escalate decisions before a protected action takes effect.

Praxis connects reviewed organisational policy and source evidence to approved controls. Aegis provides runtime authorisation; the Immutable Ledger Kernel (ILK) preserves tamper-evident decision evidence. Civitas provides sovereign reasoning without granting itself execution authority.

These claims are bounded to configured, mediated execution paths. Alternative routes and direct credentials require their own assessment and controls. The award recognises the innovation; it is not certification of universal safety.

## Australian research, engineered for practical use

The award follows approximately two years of Australian research and engineering and the development of Aegis Seatbelt for Snowflake. SPQR's controlled sandbox research is public, including its limitations. Controlled findings are not production customer outcomes.

SPQR thanks the VIC AI Awards and VIC AI Boom teams and congratulates the other winners and finalists.

**Prompts are not permission. The model proposes. Aegis decides.**

[Explore Aegis Runtime Control](https://spqrtech.ai/aegis/) | [Read the research](https://spqrtech.ai/research/) | [News & Recognition](https://spqrtech.ai/news/)