Mark Johnson

@markjohnsonit.bsky.social

346 Followers 714 Following

Helping Federal orgs get more from emerging tech. Husband, father, retired Navy pilot. Databricks employee, but all opinions only mine.

A few years ago, it would have been strange for an AI conversation to focus on electricity. Today, data centers are buying power developers as they struggle to meet demand.

I didn't expect one of the more interesting AI stories of 2026 to involve power companies, but here we are.

Organizations spend so much energy on models & little on how they house their data or who can access it. That's backwards.

If you don't understand your data's chain of custody, it's at risk.

https://www.reuters.com/legal/legalindustry/cloud-data-centers-your-trade-secrets--pracin-2026-06-01/

Databricks team photo

AI increases output speed, but decision quality still depends on data latency, freshness, and validation cycles. When those lag, decisions move on outdated inputs.

Speed amplifies whatever sits beneath it. If data pipelines fall behind, misalignment spreads just as quickly as progress.

Sales reps tend to perform best when they can go deep on a single customer. Technical roles usually look to build skills with a specific capability, so need to work across clients.

If you treat them the same, performance suffers, but if incentives reflect how each group operates, results improve.

Hesitation carries cost. Work stalls and responsibility diffuses. My time in the Navy taught me early on to gather inputs, assess risk, make the call, & own the outcome.

Real leadership shows up when someone accepts responsibility & moves the work forward.

AI concentrates responsibility. As adoption accelerates, data discipline determines outcomes. Incomplete or poorly governed data scales risk. Data quality, access controls, and validation require clear ownership. Before expanding capability, examine the data environment behind it.

I was asked why a sales org wasn’t seeing the behaviors leaders wanted, despite incentives. Truth is, structure drives behavior. Pay a rep on one account & they’ll go deep there. Put tech on a pooled plan & they’ll specialize across customers. People move toward how they’re measured & rewarded.

When teams feel overwhelmed, direction becomes a leadership tool. Noise compounds stress and slows judgment. But discipline cuts through noise and protects momentum even when pressure rises.

We've all been meetings that ended without a clear owner or decision. Work stalls & responsibility thins.

A good leader knows the next step is in their hands. Even when you're operating on limited intel, you can't afford lose steam. Momentum comes from action that someone is willing to own.

Debate has value. It sharpens thinking and surfaces risk. Progress follows when a leader makes the call, carries responsibility for it, and stays open to learning once the work moves forward.

Teams move when they know the decision, the direction, and who is accountable.

Sold-out rooms usually tell you something before the program even starts.

January's AFCEA DC luncheon with DISA was one of those moments. I'm truly grateful for AFCEA & everyone who keeps showing up to compare notes, challenge assumptions, & stay grounded in mission when conditions keep shifting.

Lately I’ve been thinking about how confidence gets mistaken for correctness. Fast systems may feel reliable before they’re proven, but trust comes from validation & context. As AI evolves, leaders have to slow the moment & ask where verification and judgment stay in the loop.

Wishing everyone a restful holiday season. Grateful for the people I’ve worked alongside and learned from this year. It’s been demanding, and the professionalism and sense of mission across teams made the difference. Hope the days ahead offer time to reset before the work ahead.

The Navy taught me that a briefing isn't complete just because no one has questions. A leader’s job is to create space for clarity. Ask the extra question. Make room for perspective. Alignment is a shared understanding, not the absence of noise.

Today is a reminder of the trust & collaboration of small businesses. Example: On our recent Japan trip, my wife Kellie met another small biz owner & they devised a plan to support each other’s work. It’s the small business ecosystem at its best: people helping each other deliver.

Thanksgiving reminds me of the years spent away from home during Navy service, and now our son carries that same rhythm as a Marine. Grateful for those on watch today and for the families who steady them. From our family to yours, thank you for your service.

AI isn’t the tech that takes over the world. It’s another tool.
Leaders must guide it, validate outcomes, and stay accountable for results.

HBR said it well: leadership, not algorithms, defines the mission.
🔗 https://hbr.org/2025/10/when-working-with-ai-act-like-a-decision-maker-not-a-tool-user

This day reminds me of the steady commitment that defines real service. The people who showed up when it counted and kept showing up when it was hard left an example that lasts.

To every veteran who continues to lead and serve in new ways: thank you for setting the standard.

What do you do when your team is frozen with indecision?

Overthinking can feel like control, but it delays progress. Here’s what helps me move forward:

1. Define “good enough”
2. Set deadlines
3. Treat decisions as checkpoints, not final verdicts
4. Ask for facts
5. Document & follow through

Leaders don’t need to be engineers, but they need enough technical fluency to cut through buzzwords.

Too many conversations get lost in jargon. Technical fluency keeps leaders focused on the areas that drive real progress: outcomes, risks, and decisions.

Authentic leadership starts with restraint. It’s knowing when to speak and when to hold back.

The leaders who earn trust communicate with clarity and purpose.

Credibility grows through preparation, discipline, and the consistency of their actions.

The problem with generative AI is trust. That’s what matters. If we can’t trust it, we can’t use it in government systems.

Operational use of AI depends on accuracy, explainability, and governance. Missions require outcomes that are verifiable and reliable.

In business and in the cockpit, hesitation is costly. On my first solo flight, I learned to trust the training, make the call, and keep going.

Progress only happens when you choose to move forward.

Cloud isn’t going to be everything.
The future is hybrid.

Defense & intelligence missions need both flexibility and resilience; some workloads in the cloud, others on-prem for security or assurance. The leaders who balance both will set the standard.

#LLMs don’t reason. Designing systems that treat them like people = brittle frameworks. Use them for what they do well & pair with tools built for trust + reasoning.

More: https://www.linkedin.com/pulse/its-time-set-record-straight-llms-intelligent-matters-mark-johnson-f0ake/

#LLMs predict; humans make the call, especially in critical ops. Guardrails: clear decision bounds, audit logs, red-teaming, measurement & rollback.

My full take on this: https://www.linkedin.com/pulse/its-time-set-record-straight-llms-intelligent-matters-mark-johnson-f0ake/

Happy #LaborDay to the people who keep missions moving: public servants, operators, maintainers, engineers, cyber defenders, manufacturers, program teams. I'm grateful for your craft & pride in work & I remain committed to backing your teams w/ the tools that work when it counts.

National Aviation Day celebrates flight & the people who make it possible. Flying F/A-18s shaped my leadership: preparation, trust, adaptability. Decide with the info at hand & rely on your team. That mindset guides my work in defense to this day. #Leadership #NationalAviationDay

LLMs generate predictions, not knowledge or reasoning. In high-stakes environments, false trust in these systems leads to real risk. Before scaling AI in government, we need clarity on what it actually does and where human judgment must remain in the loop.

#AI #GovTech #LLMs

#LLMs aren't intelligent the way many think.

This series will clarify misconceptions impacting security, trust, and government.

Find more of my thoughts on this here: https://www.linkedin.com/pulse/its-time-set-record-straight-llms-intelligent-matters-mark-johnson-f0ake/

Everyone loves free beer. 🍺
But open source software ... that’s a free puppy. 🐶

It might be free, but you're responsible for its health, safety, and behavior. For years.

Code provenance, validation, and continuous assurance are mission-critical.

Free doesn’t mean risk-free.

Sales doesn’t happen in a vacuum. Leaders who build cross-functional awareness—aligning sales with marketing, product, and customer success—create a competitive advantage. Eliminating "middle managers" will cost you in missed opportunities.

#SalesLeadership #CrossFunctional #LeadershipLessons

July 4 reminds me that service evolves.

From Navy pilot to defense tech, the mission is to protect what matters: securing clouds, managing AI risk, and translating policy into defense.

Grateful to serve, just differently.

Sales teams thrive with single-client focus. Technical talent excels across multiple accounts. Align #TeamIncentives accordingly.

Too many organizations use one-size-fits-all compensation models. Match your incentive structure to natural work patterns & watch performance soar.

#Leadership

True success isn't measured in dollars earned, but in missions advanced.

Stop tracking every deal's commission—focus on delivering value to your customer's mission. In federal especially, where we ultimately serve Americans, this mindset transforms results.

The money will follow.

#FederalTech

Federal sales success demands problem solvers, not pitch artists. Agencies need partners who understand their challenges and speak their language. The best teams lead with solutions, not slideshows. Cultivate expertise first, sales second.

#FederalSales #LeadershipInsights #GovSales

Today, I'm reminded how proud I am of my step-son Chad (who recently became a 2LT in the US Marines). From my military service to federal work, I've learned that true leadership is measured by impact, not rank. Seeing that same commitment in him is the greatest #FathersDay gift of all.

Mission-first leadership means modeling what matters. I've seen fed sales reps obsess over $1 payouts while missing bigger opportunities. Effective leaders reframe: less tracking pennies, more chasing prospects. Show your team where to look, not just what to fix.

#FederalSales #Leadership

🎯 Quick lesson from federal sales: Address setbacks immediately. Don't wait for quarterly training. Some say "let emotions settle" - but those raw moments hold our best insights. Real leadership means pausing to learn, even when it's uncomfortable.

#Leadership #FederalSales

Stop waiting for quarterly reviews. When a rep challenges your decision, that's your coaching moment. Had it happen today—and those raw, honest conversations teach me as much as my team. Coach in real-time. Listen in real-time. Lead in real-time.

#FederalSales #LeadershipLessons

After two decades in the Navy, I learned true leadership from those we honor today – it's not about who's in charge, but who steps forward when others step back.

On Memorial Day, I remember the heroes who embodied this every day

#MemorialDay #Leadership #Veterans

Leadership requires listening first, then action. When my team challenged an executive decision I had already tried to change, I could have ignored them. Instead, they reminded me to never stop fighting for what is right. Great leaders know wisdom often comes from below.

#ServantLeadership #Wisdom

Financial incentives aren't enough. The best federal sales teams are driven by mission alignment and agency impact, not just compensation. Challenge your people to understand "why" before "how much" and watch performance soar.

#FederalSales #LeadershipInsights #MissionFirst

Six pillars for leading federal sales teams: Driving Performance, Sales Culture, Problem Solving, Cross-Functional Awareness, Micro-Coaching, & Managers Matter.

The hidden multiplier? Cross-functional awareness. Great leaders develop talent, not spreadsheets. I'll dig deeper in the coming weeks!

Gandhi captures the evolution of true leadership. Building relationships and trust now matter more than displays of strength or authority. Effective leaders connect people toward shared goals.

#Leadership #TeamCollaboration #PeopleSkills

🔐 Zero Trust isn't just a buzzword - it's a security revolution. By verifying every user and device continuously, not just at entry, we build stronger defenses. No more "trust by default." Time to embrace "never trust, always verify."

#Cybersecurity #ZeroTrust #InfoSec