PAFTAK
[AI-GOV]

AI Governance

Governance frameworks for systems that make decisions on their own. We treat this as an access-control problem: what a model is allowed to touch, who signs off before it acts, and what gets logged when it does.

  • Model risk assessment
  • Guardrail & policy design
  • Human-in-the-loop controls
  • Audit trail & explainability review
  1. Proposedmodel output flagged for review
  2. Guardrail checkpolicy engine evaluates scope
  3. Human sign-offaccountable owner approves or blocks
  4. Loggeddecision + rationale retained

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[FAQ]

Frequently asked

What does PAFTAK's AI governance engagement include?
Model risk assessment, guardrail & policy design, human-in-the-loop controls, and audit trail & explainability review.
How does PAFTAK think about AI governance?
As an access-control problem: what a model is allowed to touch, who signs off before it acts, and what gets logged when it does — the same discipline PAFTAK applies to IAM and PAM.
Does PAFTAK's AI governance approach require a human in the loop?
Yes — flagged model output goes through a guardrail check and then a human sign-off, where an accountable owner approves or blocks the action, before it's logged with its decision and rationale.
Is PAFTAK based in Alberta?
Yes — PAFTAK Software Inc. is an Alberta, Canada consultancy taking enterprise engagements worldwide.