AI security · Perspective
An AI agent needs boundaries before it needs more tools.
Where should an agent’s authority end—and who decides?
Read the perspectiveIndependent thinking. Practical AI governance.
AI moves fast.
Govern it with clarity.
I’m Tanuj Khajuria. I help leaders and practitioners turn AI risk into clear decisions, accountable teams, and controls that work.
Perspectives, practical tools, and specialist support for the people responsible for AI.
Eight questions · Three next steps · No sign-up
ISO/IEC 42001 Lead Implementer & Auditor Based in the UAE · Working across AI governance and risk
NOW LIVE · INTERACTIVE DEMOAI governance.
AI governance.
See it in action.
Less imagining. More exploring. Step inside Governance Studio and see how your AI portfolio, risks, evidence and next steps could work together.
- 01 Explore a sample AI register and its risks
- 02 Adjust maturity scores and track evidence
- 03 Build a guided 90-day action plan
Free demo. No registration. Start with the sample data.
Governance StudioSAMPLE WORKSPACEYOUR GOVERNANCE PICTURE
A clearer view of the work.
AI use cases4
Maturity baseline2.6/5
Evidence supplied44%
WHERE TO FOCUSFrom gaps
to next steps.
to next steps.
Evidence review
Risk controls
Accountable owners
Open the interactive workspace↗
YOUR SHARED DEMO ACCESS
Ready when you are.
On the login page, select “Use these credentials”, then “Enter the demo.”
Demo email
demo@tanujkhajuria.comDemo password
ExploreAI2026!Public demo with fictional data and rule-based assistant drafts. No live AI analysis. Changes stay in your browser tab; sign out to clear them.
Want this for your organisation? Discuss a pilot ↗Ideas for the decisions ahead
Beyond the headlines.
The real test comes after the policy is signed.
Governance becomes useful when it changes everyday decisions.
Read the perspective →A new release is a reason to evaluate.
Choose the model that fits your task, evidence, and risk appetite.
Read the perspective →A useful place to start
Start with a clearer picture.
Two free ways to identify the work ahead. Choose the one that fits your starting point.
How ready is your organisation?
Use the ISO 42001 readiness checklist to structure your first conversation about governance, responsibilities, and evidence.
Download the PDF Free download. No email required.Where should you focus?
Answer 28 questions across seven capability areas. See your maturity score, strengths, and areas that need attention.
Take the AI Maturity Index About 14 minutes. A self-assessment, not a certification audit.For Abu Dhabi government entities
From AI ambition
to government readiness.
I support Abu Dhabi government entities in translating AI ambitions into practical governance, capability building and delivery priorities.
Abu Dhabi’s Digital Strategy 2025–2027 sets an ambition for AI-native government. My advisory focus connects that direction to the work within an entity: accountable decisions, prepared people, secure delivery and measurable service outcomes.
Establish the baseline.
Review capability and evidence, identify gaps and agree the priorities.
Put ownership in place.
Build the roadmap, decision rights, governance controls and workforce support.
Make progress visible.
Track outcomes, adoption and assurance evidence for leadership review.
Seven areas. A clearer starting point.
Explore each area to see the practical support available.
01Strategy
Connect AI priorities to your organisation’s mandate and service outcomes.
How I support
Entity priorities, a use-case portfolio and a delivery roadmap with accountable owners.
02Value
Establish whether AI delivers measurable benefits after costs and risks.
How I support
Benefit baselines, outcome measures and a benefits register that follows use cases into operation.
03Organization
Make ownership, delivery responsibilities and escalation routes clear.
How I support
Decision rights, a RACI, committee terms of reference and cross-team escalation routes.
04People & Culture
Give people the skills, confidence and support to use AI responsibly.
How I support
AI Champions and Ambassadors programmes, role-based learning and adoption feedback.
05Governance
Keep AI decisions, risks and human oversight accountable throughout the lifecycle.
How I support
AI policies, risk and impact assessments, supplier reviews and ISO/IEC 42001 readiness.
06Engineering
Build, procure and operate AI with testing, security and recovery in place.
How I support
Acceptance criteria, release gates, human oversight and monitoring requirements with technical teams.
07Data
Make data suitable, authorised and reliable for its intended AI use.
How I support
Ownership, quality, access and evidence requirements with data and security teams.
Framework reference and government context
The seven category names reference Gartner’s AI Maturity Assessment, 8 June 2026. The questions, scoring and advisory descriptions on this website are independent work, not Gartner’s proprietary assessment or benchmarking.
Government context: DGE’s Abu Dhabi Government Digital Strategy 2025–2027. The connection to the support described here is my interpretation of the published direction, not a DGE assessment methodology. This personal website does not represent DGE or claim endorsement by DGE or Gartner.
The practitioner’s toolkit
Less blank-page work.
More progress.
For governance owners, consultants, and teams starting an AI management system.
THE PRACTITIONER’S TOOLKITISO 42001
ISO 42001
Starter Kit
Bring structure to your first steps: assess the gaps, set the policy, plan the work, and organise your audit preparation.
View kit & pricingOpens Gumroad. Check the current contents, price, licence, and purchase terms before buying.
Inside the kit
- 01
Gap assessment template
Identify the work ahead and organise your findings.
- 02
Statement of Applicability
Document control decisions and their rationale.
- 03
AI policy template
Start defining responsibilities and expectations.
- 04
Implementation roadmap
Turn an assessment into a sequence of actions.
- 05
Internal audit checklist & findings log
Structure evidence collection and follow-up.
Templates are a starting point. Adapt them to your organisation, risks, and scope; they do not guarantee certification.
The person behind the practice
I care about what
happens after
the policy is signed.
Connect with me on LinkedIn AI governance becomes useful when people know what to do, who makes the decision, and what evidence to keep.
My work brings together AI governance, implementation, audit, and enterprise transformation. I help teams translate frameworks into policies, responsibilities, and processes they can actually use.
This is where I share that practical approach through resources, assessments, education, and advisory.
ISO/IEC 42001Lead Implementer & Auditor
ISO/IEC 27001Information security
ISO/IEC 20000-1IT service management
Work with me
When you need
more than a template.
Discuss the challenge, the outcome you need, and where your team needs support.
Governance & implementation
AI management systems, policies, decision rights, and ISO 42001 readiness. For government teams, explore my entity readiness support.
Explore entity readiness →AI Governance Readiness Review
A scoped review of your governance documents and evidence, with findings and a prioritised action plan. Delivered through Business Transformation Solutions LLC (BTS).
Enquire about a readiness review →Workshops & speaking
Practical sessions for leaders, governance professionals, and implementation teams.
Discuss a session →Before you start
A few useful answers.
Who are these resources for?
Governance professionals, consultants, and internal teams who need structure for their AI governance work. Start with the free checklist if you are exploring the subject.
Where do I buy the starter kit?
The kit link opens my Gumroad listing. Review its current files, formats, price, licence, delivery details, and refund terms there before making a purchase.
Does the kit include certification or personal advice?
Templates do not provide certification or a guarantee of compliance. For advice specific to your organisation, contact me to discuss a separate engagement.
Is the AI maturity assessment free?
Yes. The score and on-screen guidance are free. It is a directional self-assessment based on your answers, not an independent audit or sector benchmark.
Can I use the materials for clients or a whole team?
Check the licence on the product listing first. If your intended use is not covered, email me before purchasing to discuss the right arrangement.
Let’s talk
What are you working on?
Tell me your goal, your context, and where you’re getting stuck.
Email Tanuj tanuj@btsteams.comBusiness enquiries, proposals and invoicing through Business Transformation Solutions LLC (BTS). Opens your email app.