Operational AI Readiness

Premium Edition

Build the governance system your team can actually run

Available directly on FairByDesign

Everything in the Standard Edition, plus five additional chapters, a fully worked case study with evidence traces, an operational maturity model, and reusable templates for assessments, findings, remediation, and governance trend reporting. Seventeen chapters built for teams moving from one governed workflow to a repeatable governance program.

$49 direct from FairByDesign.
Includes over $150 worth of governance frameworks, assessment tools, and reporting templates in one Premium system.

Everything in Standard, plus:

Privacy by Design in AI-Enabled Systems — workflow-level operationalization of data minimization, purpose limitation, consent boundaries, and retention discipline.

Bias Detection, Metrics, and Mitigation — where bias enters workflows, how to measure it, and how to build mitigation into review.

Governance Monitoring and Continuous Compliance — defined triggers, escalation paths, and review cadence instead of one-time theater.

The Operational Maturity Model — know where you are, what the next level looks like, and what to prioritize.

Communicating Findings to Stakeholders — executive framing, finding classification, and reporting formats for engineering, legal, compliance, and audit.

Fully worked case study:

A Customer Support Dispute Resolution Assistant taken from initial inventory through Week 3 evidence trace, including surfaced gaps, reconstructable reviewer override logic, and documentation of undocumented prompt variants discovered during the sprint.

Organizational templates included:

Operational readiness assessment scorecard. Structured assessment walkthrough. Executive summary and findings templates. Remediation tracking templates. Governance trend report templates. Control effectiveness tracking. Period assessment structure. Recommendation formatting for leadership review.

Best for: Team leads, governance leads, internal auditors, security and risk leaders, and organizations that need maturity scoring, remediation tracking, stakeholder reporting, and a defensible continuous-governance posture.

Standard Edition

Start governing the workflow in front of you

Available directly on FairByDesign

Twelve chapters. Five real-world scenarios. A complete 30-day readiness sprint. Every implementation artifact you need to govern your first workflow properly.

What you’ll be able to do:

Inventory consequential AI workflows and classify their real decision influence. Build approval gates where impact justifies friction. Create an evidence spine that lets you reconstruct AI-assisted decisions after the fact. Design human oversight that survives contact with real work. Run a 30-day readiness sprint that produces artifacts, not aspirations. Interrogate vendors with a due-diligence bank covering transparency, logging, data handling, incident response, and validation.

Includes five appendices:

Sample policy rules in YAML with explanations. Evidence logging schema with field logic. Human-in-the-loop workflow specification. Vendor due-diligence question bank. Minimal readiness test suite.

Best for: Individual practitioners, security engineers, product managers, compliance leads, internal auditors, and platform architects who need to understand the operational governance problem and solve one workflow properly.