AI Transformation & Adoption
Cut through the hype. LLMs, AI agents, RAG, vector databases and agentic workflows — deployed as smart automations that save time and money.
Business & Tech Transformation Leader
Over two decades helping organisations navigate the messy, complex reality of business and technology transformation — delivering change that is meaningful and tangible, not just another programme that looks good on paper.

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6-minute podcast · hosted by Google AI
I keep pace with the latest AI developments so you don't have to. Whether it's LLMs, AI agents, RAG, vector databases or agentic workflows, I help organisations cut through the hype and build transformation models that genuinely work.












Cut through the hype. LLMs, AI agents, RAG, vector databases and agentic workflows — deployed as smart automations that save time and money.
Practical strategy and execution. Redesigning how you operate so transformation delivers real value, not busy work and PowerPoint decks.
Establishing and leading transformation management functions that maximise ROI — from setting up new teams to refining what is already there.
Second and Third Line of Defence experience. I know what good governance looks like when the pressure is on, and how to meet regulatory requirements without the usual headaches.
From business case to benefits realised — mobilising strategic programmes and seeing them through to actual, measurable outcomes.
End-to-end platforms, ERP rollouts, data, cloud and regulatory/remediation changes delivered with a lean, agile, risk-based approach.
Jul 1999 – Nov 2001
Schlumberger (Paris) · Meta4 (Madrid)
Nov 2001 – Mar 2005
Sony (Brussels)
Mar 2005 – Jul 2006
Accenture
Aug 2006 – Apr 2008
Morgan Stanley
May 2008 – Dec 2011
HSBC
Mar 2012 – Dec 2012
GE Capital
Feb 2013 – Jan 2014
Barclays
Feb 2014 – Oct 2016
M&G plc (formerly M&G Investments)
Nov 2016 – Present
SANER Consulting LTD
Independent consulting — clients: UK Crown Prosecution Service, Direct Line Group, Prudential plc, LCH (LSEG).
M.Sc. Information Technology — Software Engineering Management (2003–2007)
B.Sc. Computer Science / Computer Engineering (1995–1999)







Theory alone doesn't transform a business. Building does. These are the tools I run, break and fix on my own hardware.




Family
Married with two children
Origin
Born in Colombia, based in the U.K.
Languages
English & Spanish
Personality
Persuader type
Global
Lived in 5 countries
Character
Integrity, hard & smart working
Interests
Technology & gadgets; drama films
Mentoring
Enjoys mentoring others
Reach out by email or phone — I read everything personally.
Three formats — pick what works for you or your AI.