AI Agents
AI agents need operable knowledge, not more data
Why agentic AI depends on governed, accessible, machine-usable knowledge rather than another data strategy.
Opinions Tag
Governance
19 posts
Assurance and monitoring for brand drift
How to detect, measure, and correct brand drift across AI-driven channels.
AI Brand Governance
Brand governance vs. Content governance
Why these disciplines overlap but do different jobs.
The Tokenised Brand
Brand tokens as governance infrastructure
Why tokenised brand standards should function as a live control layer for AI systems.
Teaching Smaller Models
Deterministic code is the secret to smaller models
Smaller models become far more capable when code handles the parts of the workflow that should never be guessed.
Evaluating brand alignment for AI outputs
A practical evaluation framework for measuring whether AI behaviour matches brand intent.
From NASA to AI Agents
From NASA to AI agents: Why specification still matters
The discipline that kept spacecraft flying is becoming the operating discipline for governed AI agents.
Governance guardrails for AI agents
How to design agent workflows that respect policy, limit tool use, and prove compliance.
MCP servers for brand governance
How MCP servers expose governed brand rules, tools, and audit paths to AI systems.
Operating brand policy at runtime
What it means to run brand governance as a live, observable system rather than a document.
Estate AI and Natural Capital
The marinas are ISO certified. The farmland is not even registered.
Mixed estate groups need a consistent governance layer across every asset class, not isolated pockets of environmental maturity.
The Tokenised Brand
Tokenising brand architecture
How businesses make master brands, subbrands, and product identities governable for AI.
The Tokenised Brand
Tokenising verbal identity
How tone of voice and messaging become structured controls for AI-generated language.
Versioning brand intent
Manage brand change safely with versioned artefacts and controlled releases.
AI Brand Governance
What is AI brand governance?
A plain-English guide to the control layer brands need for AI-enabled work.
What is IBOM?
A practical definition of the Intelligent Business Operations Manager as governed technology for business data and AI.
From NASA to AI Agents
Why vibe coding does not scale
Conversational prompting is excellent for exploration, but production AI needs specification, validation, and governance.
The Tokenised Brand
Your brand is invisible to AI
Why AI-generated brand work drifts when your standards are still written only for humans.
Your AI is guessing. Here is how to make it know.
Most enterprise AI failures are not model failures. They are specification failures.