From UK Defense intelligence, Warning Intelligence, and IEDs, to Private Sector Intelligence - Interview with Will Woodall (S2E4)

Summary

Will Woodall shares his 14-year journey through intelligence roles in the UK government and transitioning to private sector intelligence. He explains motivations for leaving government (slow recruitment and limited recognition), contrasts public vs private sector work, and emphasizes core intelligence methodology: the yardstick/estimated probability language, source evaluation and confidence, structured analytical techniques, and clear writing and delivery tailored to customers. In the interview. Will and Freddy debate what distinguishes information from intelligence, how to measure intelligence program value through customer action and feedback, challenges like expert bias and stakeholder alignment, and how AI/LLMs can help with volume and practical tasks but require validation and human questioning. He advises aspiring analysts to pursue analytical subjects, develop domain expertise, and learn core intelligence components.

Resources

Extrac AI - https://www.extrac.ai/index.html

SANS Admiralty Scale blog post 1 - https://www.sans.org/blog/enhance-your-cyber-threat-intelligence-with-the-admiralty-system

SANS Admiralty Scale blog post 2 - https://www.sans.org/blog/admiralty-code-part-2-ticketmaster-data-breach-claims

LinkedIn Post on what makes something intelligence - https://www.linkedin.com/posts/fmurre_in-your-opinion-when-does-something-go-from-activity-7181221399561203712-mV-m

King's College London, the Intelligence Studies Program - https://www.kcl.ac.uk/study/postgraduate-taught/courses/intelligence-and-international-security-ma/teaching

Structured Analytic Techniques (SATs) Training - https://inteltradecraft.com/sat-certifications

Analytic standards ICD203 - https://www.dni.gov/files/documents/ICD/ICD-203.pdf

PHIA UK Analytic Standards - https://www.gov.uk/government/publications/phia-common-analytical-standards/phia-common-analytical-standards

LinkedIn Freddy M - https://www.linkedin.com/in/fmurre/

LLMs getting worse - https://royalsocietypublishing.org/rsos/article/12/4/241776/235656/Generalization-bias-in-large-language-model

Chapters

00:00 Introduction to Intelligence and Personal Journey

07:15 Transitioning from Government to Private Sector

11:53 Understanding Intelligence Methodology and Standards

18:59 Defining Intelligence vs. Information

23:27 The Role of AI in Intelligence

31:02 Training and Methodologies in Intelligence

47:06 Challenges in Implementing Intelligence in the Private Sector

54:16 Measuring Success of Intelligence Programs

58:13 Challenges in Applying Intelligence in Organizations

01:02:06 Advice for Aspiring Intelligence Professionals

01:15:50 Influential People and Career Moments

01:17:28 Closing Remarks and Future Outlook

This conversation is a compressed edit of an interview Freddy has conducted as part of his PhD research. The interview happened on July 2nd, 2025 in London, UK.