An introduction
Julian Reed
Making trusted data useful in consequential decisions.
United States · Global perspectiveOpen to Board appointments · Advisory roles · Speaking invitations
Start a conversationMy approachTrusted data becomes valuable when people can use it responsibly in a decision. I connect ownership, quality and analytical capability to business purpose, with explicit limitations and human accountability for consequential uses.
- Trusted source of truth
- 1
- Replacing 37 conflicting reports
- Value from analytics
- ₹410 Cr
- Verified by finance, year three
- Models governed
- 220
- Under one responsible-AI framework
- Time to decision data
- 9 days → 4 hrs
- For the executive committee
Work worth discussing.
01Enterprise data ownership
Business functions were maintaining different versions of a critical performance measure. I worked with the accountable owners to define the measure, document its source and agree how exceptions would be handled. The programme treated data ownership as an operating responsibility and gave users a visible path for resolving quality issues.
02Decision intelligence
An analytics initiative had produced technically sound outputs that were not part of the management routine. We redesigned the work around a specific decision, involved the decision owners in evaluation and made limitations visible in the way findings were presented. Adoption became part of the delivery definition.
03Responsible AI adoption
Teams wanted to move AI experiments into business use without a consistent review process. I convened product, data, risk and operating leaders to agree evaluation criteria, human accountability and monitoring responsibilities. The approach allowed use cases to be assessed on their actual purpose and exposure rather than on enthusiasm for the technology.
The leadership record
Trusted with consequential decisions.
In the boardroom
- Westmoor Housing FinanceIndependent Director · 2023 — Present
- The Responsible Data InstituteAdvisory Board Member · 2020 — Present
Recognition
- Data Leader of the YearThe Applied AI Forum · 2024
- Responsible AI AwardThe Technology Leaders Review · 2023
In conversation
- “Governing 220 models without slowing the business”The Applied AI Forum · 2025
- “The board's role in responsible AI”The Boardroom Review · 2024
- “Episode 120 — Data people can trust”The Leadership Ledger podcast · 2023
Made our data trustworthy enough to bet decisions on — and honest about where it was not.
An invitation
The most consequential work begins with a conversation.
For board, advisory and leadership conversations where data strategy matters.
- Board appointments
- Advisory roles
- Speaking invitations
office@julianreed.example