Architect the Future of Your Enterprise.
We help forward-thinking organisations design AI systems, define operating models, and establish the governance frameworks to lead in the age of intelligent enterprise. Advisory-first AI consultancy based in India, serving clients globally.
Strategy. Architecture. Governance.
India-based. Global engagements across BFSI, pharma, FMCG, and manufacturing.
The Challenge
The Questions That Bring Leaders To Us
Every engagement begins with a version of one of these three problems. If any of them sound familiar, you are in the right place.
CEO · COO · CHRO
“We have AI pilots everywhere. But no strategy that ties them together.”
Scattered initiatives without a unified operating model create cost without value. We design the AI strategy and organisational architecture that makes every initiative compound — not compete.
AI Strategy & Operating ModelCTO · Head of Engineering · Chief Architect
“We want to build autonomous AI agents. We don't know where the architecture starts.”
Agentic systems need more than code — they need an orchestration architecture that defines how agents coordinate, where humans intervene, and how the whole system stays auditable. We design that.
Agentic Systems ArchitectureCRO · CLO · DPO · Board
“The EU AI Act is live. We don't know which of our systems are in scope.”
The EU AI Act imposes obligations on AI systems you already operate — and fines of up to €35M for non-compliance. We classify your systems, identify your obligations, and design the governance framework that keeps you ahead of regulators.
AI Governance & Risk DesignOur Practice Areas
Three Domains. One Strategic Mandate.
We work at the intersection of AI strategy, architecture, and governance — the three domains where getting it right determines whether AI becomes a competitive advantage or a liability.
Every Engagement Is Built Around Your Stage
From a rapid diagnostic to an ongoing advisory partnership — our model adapts to where you are, not where we need you to be.
AI Diagnostic
A structured assessment of your AI landscape — where you are, where the gaps are, and what to prioritise first.
- AI Readiness Report
- Architecture Opportunity Map
- Prioritised Action Framework
Strategic Design
A full advisory engagement — from data and process discovery to a complete AI strategy and architecture blueprint.
- Full AI Strategy
- System Architecture Blueprint
- Vendor & Build Roadmap
Advisory Partnership
Continuous strategic counsel for organisations navigating complex AI decisions at pace.
- Quarterly strategic reviews
- Architecture decision support
- AI leadership counsel
Not sure which is right for you?
Book a 30-minute discovery callWhy Leading Organisations Choose Imagine Works
We bring the rigour of a global consultancy with the agility of a specialist firm. The result is strategic advice that is both ambitious and executable.
We design before we recommend
Every engagement starts with a structured diagnostic. We never prescribe before we understand.
Fluent in boardroom and architecture room
We translate AI complexity into executive strategy — and executive intent into technical specification.
No product to sell you
No software licenses, no implementation teams on retainer. Our only interest is your best outcome.
Here before "AI" was the pitch
Founded in 2011, we've guided organisations through cloud, data, and now the AI era.
Insights from the advisory practice
Practical perspectives on AI strategy, agentic systems architecture, and governance — written by the founder for enterprise leaders.
OWASP LLM05: Improper Output Handling (Formerly LLM02): Enterprise Guide
The 2025 OWASP Top 10 for LLM Applications renamed "Insecure Output Handling" (LLM02:2023) to "Improper Output Handling" (LLM05:2025) — but the underlying enterprise vulnerability is the same and, in most deployed LLM-integrated applications, it is still not fixed. Model output that gets rendered, executed, or interpolated downstream without sanitisation is how prompt injections cross the threshold from "the model said a bad thing" to XSS, SSRF, and remote code execution. Here is what LLM05 actually is, how it differs from prompt injection, and the controls that neutralise it.
Read guideAI Literacy: The EU AI Act Obligation Every Employer Now Faces
The EU AI Act's AI-literacy obligation entered into force on 2 February 2025, but 2 August 2026 was the moment enforcement architecture activated across EU sectoral regulators. The obligation applies whether or not the AI systems in question are high-risk, and whether the employer is a provider or a deployer. Here is what Article 4 actually requires, how the European Commission expects "sufficient" to be interpreted, and what a defensible programme looks like.
Read guideAI Audit: What Enterprise Leaders Should Actually Ask For
AI audit has moved from a niche practice to a board-level expectation. ISO/IEC 42006 gave auditors a formal accreditation standard in July 2025, KPMG became the first Big Four firm to earn ISO 42001 certification in November 2025, and EU AI Act enforcement architecture activated on 2 August 2026. Here is what enterprise leaders should ask for when they commission — or prepare for — an AI audit.
Read guideLeadership
Advisory You Can Put a Name To.
Every engagement is led by the founder. No hand-offs to junior analysts, no sub-contracted delivery.
Founder & CEO
Agraj Agranayak
Agraj founded Imagine Works in 2011 as an advisory-first practice. He leads client engagements on AI strategy, agentic systems architecture, and AI governance — working with leadership teams across India, the UK, the EU, and the US to turn AI ambition into operating reality.
Let’s Build Smarter Solutions Together.
Ready to transform your business with cutting-edge technology and AI-driven strategies? Contact us today to discuss your project and discover how we can help you achieve sustainable growth.
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