Enterprise Transformation · AI Reinvention

Decades of business and technology transformation experience, applied to the AI era.

Three waves of enterprise change — client/server, the web, the cloud — have taught me what actually converts a new technology into business value, and what just looks like it does. The tools have shifted. The discipline of earning returns from them has not.

See my articles
Portrait of Fred Brown IV
01 — Writing

A collection of my writing.

Independent and co-published pieces. Mostly on AI and enterprise reinvention; occasionally on other things I can’t stop thinking about.

Views expressed on this site are my own. Articles listed under PwC Work were published in collaboration with PwC and reflect that context.
02 — Weekly

The week in enterprise AI, distilled.

Each week I publish a short brief on what actually moved — major news, notable research, model and feature releases, and a short observation on what it means for enterprises. Download any week as a PDF to share.

Week of Apr 10 – 16, 2026

AI infrastructure scarcity is reshaping enterprise vendor strategy faster than planning cycles can absorb.

  • Anthropic weighs building its own chips
  • AI compute scarcity reaches crisis level
  • Claude Opus 4.7 released
  • Stanford HAI 2026 AI Index published
Week of Apr 3 – 9, 2026

Agent governance and organizational readiness move to the center of the AI conversation.

  • Frontier-firm ROI gap widens in Microsoft brief
  • WalkMe: 661 AI tools on average vs. 35 perceived
  • GPT-5.4-Cyber launches under Trusted Access
  • Foundation Model Transparency Index declines again
03 — Speaking

Keynotes, panels, and selected engagements.

A running record of talks and appearances. For speaking inquiries, please contact fred.brown@pwc.com.

04 — Apps

Practicing what I advise.

Advising on AI reinvention requires operating at the frontier, not describing it from a distance. I have built a personal AI infrastructure to run my own work — content intelligence, editorial review, foresight, and knowledge management — as a live testing environment for the principles I apply with clients.

i.

Open Brain

Memory

A compounding knowledge base built on semantic search, not keyword matching. Every article, research paper, consulting framework, and point of view I’ve read lives here, retrievable by meaning. The longer it runs, the more useful it becomes — each new piece connects to what came before rather than sitting in isolation.

ii.

The Crucible

Deliberation

A panel of 13 specialist AI personas that deliberate on a draft before it publishes. Each has a fixed mandate: Strategic Skeptic, Contrarian, Consulting Cliché Detector, AI Writing Detector, C-Suite Reader, and eight others. They review independently, surface tensions, then cross-examine each other before a final synthesis. Nothing I write goes out without running it.

iii.

LLM Roundtable

Comparison

Sends the same prompt simultaneously to eight frontier models and returns responses side-by-side. A built-in Judge anonymizes and ranks them, a Synthesizer builds a composite answer, and a Summarizer runs four independent meta-analyses: consensus, synthesis, devil’s advocate, and executive summary. Useful for evaluating model judgment, not just output.

iv.

Prescient

Foresight

A weekly foresight pipeline that scans over 80 frontier sources — leading researchers and practitioners on X, Substack newsletters, YouTube channels, arXiv preprints, GitHub trending repositories, HackerNews, and my own consulting document library. All voices actively shaping where AI is going, not reporting where it has been. It applies five reasoning moves to surface patterns 3–6 months before they reach mainstream conversation.

v.

Daily Pulse

Briefing

A briefing generated fresh each day from a curated and evolving set of topics shaped by my focus areas and how I engage with it over time. Starred cards carry forward into the next day’s generation. Any card can be saved directly to Open Brain or expanded with a live web search before saving.

vi.

Cortex

Continuity

A persistent, searchable record of every significant AI conversation I’ve had, organized by topic and project rather than buried in a flat chat log. It pulls structure from Open Brain, pushes promoted entries back into it, and cross-notifies when something relevant surfaces — so work compounds instead of disappearing at the end of a session.

These are not prototypes. They run my work.
How they connect
Open Brain Cortex Prescient Daily Pulse The Crucible LLM Roundtable
Lines show data exchange. Hover or tap any node to see its connections.
30+
Years advising large organizations through transformation.

Across thirty-plus years advising large organizations, I have led business and technology reinventions across the TMT sector and beyond.

That foundation is what I bring to AI — not as a technology experiment, but as a business transformation discipline.

Three waves of enterprise change — client/server, the web, the cloud — have taught me what actually converts a new technology into business value, and what just looks like it does. The tools have shifted. The discipline of earning returns from them has not.

Nonprofit
I chair Ignite MindShift, a nonprofit dedicated to developing life and career skills in young people. Learn more at igniteMindShift.org.
Nonprofit I chair Ignite MindShift, developing life and career skills in young people. Fred.brown@ignitemindshift.org
Professional For speaking and professional inquiries: fred@fredbrowniv.com