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Perspectives and practical guidance on enterprise AI adoption.

A price tag with its "Intro Rate" sticker peeling back to reveal a much higher price underneathBlog

You're Not Paying the Real Cost of AI (Yet)

AI providers have been subsidizing adoption, and that's ending. Here's why most organizations can't see what AI really costs them, and why locking it down is the wrong fix.

Oct 6, 2026 · 3 min readAI GovernanceAI Risk
Illustration of model costs descending toward a distributed network of enterprise workflowsBlog

The AI Price War Is Here: What Cheaper Models Mean for Enterprise AI Governance

A wave of aggressive price cuts from xAI, OpenAI, and Meta is reshaping enterprise AI economics — and creating a governance blind spot as model selection moves from a centralized decision to a distributed, unreviewed one.

Aug 18, 2026 · 3 min readAI GovernanceAI Risk
Illustration of shifting policy rings guiding data through governance checkpointsBlog

Why AI Data Governance Is a Moving Target (And Where Most Policies Break)

AI governance is becoming a moving target as regulatory pressure mounts. Most controls only guard the input side — here are the two structural gaps in enterprise AI governance, and why legacy DLP tools can't close them.

Aug 18, 2026 · 5 min readAI GovernanceAI Security
Illustration of connected teams and workflows coordinated through an enterprise operations hubBlog

Enterprise AI Is an Operations Problem, Not a Technical One

Shadow AI is already inside your organization. Adapted from a webinar with Alex Duan, this piece argues AI adoption is an operational leadership problem, not a technical one — and lays out what operators need to own to capture real value.

Jun 24, 2026 · 6 min readAI Governance
Many unfinished paths stopping while one focused route reaches completionBlog

The 60% Problem: How AI Coding Tools Are Training Us to Abandon Everything

Why AI coding tools make starting trivial but finishing hard, and how singular focus beats parallel, half-finished projects.

Jun 4, 2026 · 4 min readAI Alignment
Fragmented signals braiding into one coordinated customer journeyBlog

Putting AI to Work in Sales & Marketing: A Practitioner's Guide

A practitioner guide to moving sales and marketing teams beyond one-off prompts toward AI context, connections, and infrastructure.

Jun 1, 2026 · 6 min readAI Alignment
Code-like paper tiles passing through review and regulatory checkpointsBlog

Q&A: How AI Coding Assistants are Reshaping Software Development Across Financial Services Organizations

Holokai CEO Alex Duan on how AI coding assistants are reshaping software development across financial services and enterprise teams.

May 20, 2026 · 7 min readAI GovernanceAI Security
Model paths crossing clinical-safety waypoints before one route is selectedBlog

Why Healthcare Organizations Should Be Ready to Make Big AI Decisions

Why healthcare organizations should be ready to make big AI decisions as models evolve, outputs drift, and economics shift.

Feb 2, 2026 · 5 min readAI SafetyAI Risk
Five progressive waypoints moving from chat to governed AI applicationsBlog

The Five-Step Enterprise AI Journey

The five-step enterprise AI maturity journey, from chat and generative AI to agentic workflows, operations at scale, and applications.

Jan 13, 2026 · 8 min readAI Governance

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