Anuraag Jain

My background and experience

29 years in high-stakes technology has taught me one thing: Innovation without defensibility is just technical debt in disguise.

From scaling platforms at Betfair to £1.6bn in revenue to navigating the high-growth complexity of The Hut Group, my career has been defined by building systems where failure isn’t an option and regulatory scrutiny is a daily reality.

Today, a significant “Defensibility Gap” is opening in the UK legal and accounting sectors. As firms (£10m–£20m ARR) rush to adopt AI, they are quietly accumulating Supervision Debt and Data Sovereignty leaks—risks their current governance isn’t designed to catch.

I apply 30 years of CTO logic to help Managing Partners and COLPs navigate this transition without compromising their regulatory standing.

The 14-Day AI Strategic Audit

Through Growth Variable Ltd, I provide a high-impact, productized 14-day audit (£5,500) that moves beyond AI hype to deliver technical rigor. This audit utilizes the Sentinel AI Strategic Diagnostic, one of five proprietary logic engines designed to ensure:

• Data Sovereignty: We prioritize secure local RAG architectures. Your client data stays in an encrypted UK environment and never trains a third-party model.
• Regulatory Defensibility: We provide documented evidence of “Active Supervision” (SRA Rule 4.4) to satisfy regulators and professional indemnity insurers.
• Margin Protection: We identify the “Supervision Debt” that erodes senior partner billable hours, ensuring AI adds to the bottom line rather than creating more work.

Deliverables

My clients receive a comprehensive AI Strategy Blueprint, including:

1. A Kill/Commit List: Identifying which tools are liabilities and which are assets.
2. A Regulatory Map: Direct alignment with 2026 SRA/FCA standards.
3. A 12-month Defensive Roadmap: A clear path to scaling AI safely.

I am a UK-registered, fully insured fractional CTO. I don’t sell AI dreams; I provide the technical audit trail needed for innovation that is both profitable and defensible.

Specialties: AI strategic audits, local RAG, SRA/FCA compliance, data sovereignty, fractional CTO leadership, Sentinel AI logic.

What I enjoy most about my work

The growth challenges that I help business and individuals overcome

What my business does

The 14-Day AI Strategic Audit

Through Growth Variable Ltd, I provide a high-impact, productized 14-Day Audit (£5,500) that moves beyond AI hype to deliver technical rigor. This audit utilizes the Sentinel AI Strategic Diagnostic, one of five proprietary logic engines designed to ensure:

• Data Sovereignty: We prioritize secure local RAG architectures. Your client data stays in an encrypted UK environment and never trains a third-party model.
• Regulatory Defensibility: We provide documented evidence of “Active Supervision” (SRA Rule 4.4) to satisfy regulators and professional indemnity insurers.
• Margin Protection: We identify the “Supervision Debt” that erodes senior partner billable hours, ensuring AI adds to the bottom line rather than creating more work.

Deliverables

My clients receive a comprehensive AI Strategy Blueprint, including:

1. A Kill/Commit List: Identifying which tools are liabilities and which are assets.
2. A Regulatory Map: Direct alignment with 2026 SRA/FCA standards.
3. A 12-Month Defensive Roadmap: A clear path to scaling AI safely.

I am a UK-registered, fully insured fractional CTO. I don’t sell AI dreams; I provide the technical audit trail needed for innovation that is both profitable and defensible.

What sets my business apart

My 30 years of experience in building platforms for companies to become Unicorn, across industries.

The problem my business solves

AI integration in current business processes