AI vs. the Corporate Immune System

Happy Friday,

Every organization has an immune system that resists change. Just like your body attacks anything it doesn't recognize, organizations are instinctively resistant to new ideas, tools, or processes that disrupt the status quo or threaten "how we've always done it." Organizations are people, after all. The larger the organization, the more layers of potential resistance, self-interest, and CYA, the stronger the immune response.

Here's an immune response you can relate to: ‘From now on, we want everyone to fill out their timesheet every day.” Heads nod, sure thing, but somehow it never happens. With each killed initiative, the immune system grows stronger, emboldened by the win.

Getting Around the Immune Response to AI

The pace of technological change and, likewise, the pace of competitors, especially emerging competitors, compel bold action. Nevertheless, most companies will remain flat-footed or rely on symbolic gestures and will see their valuations plummet with the rest.

It appears it's already happening. After years of steady increases, and with record earnings and backlogs, the value of major publicly traded consulting firms has suddenly fallen 30-50% since November. A drop that coincides with the release of Claude Code Opus 4.6 and OpenClaw agents, potential digital employees.

Multiple well-funded companies you've never heard of, and some you have, are currently building AI-first engineering platforms from the ground up, across all disciplines, enabling a small group of engineers to handle major infrastructure and industrial projects from start to finish, faster and for less. Their business plan is to redefine the consulting engineering industry. What's yours?

Will clients buy it? Clients care about value, compliance, and insured outcomes. They don't care how many people were involved. So yes.

Whatever your organization’s plans for AI, a multi-year slog trying to overcome in-house resistance will be costly if not existential. Don't fight the immune response head-on; work around it.

Create a small dedicated group of independent, ‘disruptive’ people to work outside the normal chain of command. Have them report directly to the CEO. This group is charged with creating a digital twin of the organization as rapidly as possible, including both project processes and overhead functions. As they do, migrate people and processes from the old system to the new. A protected, supercharged team working from the perimeter can change an established organization faster without getting slowed or killed by its immune system.

There you go. Life is short. Choose the people. Get 'em going. And believe me, you'll wish you'd started sooner.

Enjoy this beautiful weekend!

Dave

Feedback and blowback are always welcome: dave@goodnewsfriday.com

All previous topics are available at @goodnewsfriday.com

Good News Friday: Successful Engineering Consulting, both in hardback and Kindle, is on Amazon. 😄