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Human factors, HOP, culture and leadership, with AI running through it · EN / ES

I've seen good safety work fade. Mine is built to hold.

I'm an organizational and human performance consultant. I work the culture and the controls as one system, because I've almost never seen one hold without the other.

Twenty-five years inside mining, oil and gas, manufacturing, utilities, and construction, in English and Spanish, almost always with organizations that had already done many of the right things: real programs, capable people, and serious-injury numbers that stopped responding anyway. The shape depends on where you are: a single workshop, a leadership program, or a year embedded with your team. Whatever the shape, the work builds toward the same three things: critical controls verified in the field, people who say what they actually see, and work your people can run without me.

Clients I've walked alongside.
ChevronShellBHPAnglo AmericanPan American SilverOntario Power GenerationSouthern California EdisonCenterPoint EnergyPetrobrasEcopetrolFluorJacobs EngineeringCerrejónFinningCRHPort of SeattlePrimero MiningAvalonBayThe World BankUSAIDBimboSchneiderTec de MonterreyFAOChevronShellBHPAnglo AmericanPan American SilverOntario Power GenerationSouthern California EdisonCenterPoint EnergyPetrobrasEcopetrolFluorJacobs EngineeringCerrejónFinningCRHPort of SeattlePrimero MiningAvalonBayThe World BankUSAIDBimboSchneiderTec de MonterreyFAO
The 4-Lens Architecture

People and systems, read together.

Most operations I walk into have solid programs and capable people. The pieces just aren't talking to each other, and that gap is where things fall apart. So here's my first question, and it's a real one: where's that gap in your operation? Pick the lens closest to it. Four ways in, one practice.

The posture

Embedded, not advisory.

Most consulting ends with a deck and a handoff. Mine ends when your team runs the system without me: facilitators trained, workflows that stick, leaders who can stay in the room for the harder conversation.

And when your people push back? Good. The resistance is not the problem. The resistance is the signal. It's telling us where to look.

Results from the field

Two engagements that show the range.

Mining · culture and safety

A major expansion project, measured.

A safety culture program on a mining expansion: the site moved from finger-pointing and blame toward care, concern, and continuous learning, with a documented incident reduction of more than 25 percent over 18 months.

Oil and gas · breakthrough performance

Goals that had been called unattainable.

A year with senior and mid-level leaders. The project reached production, quality, and safety goals that leadership had called out of reach.

Which client is which, I'll share in conversation.

AI integration · the connective layer

Less paperwork.
More people work.

In 2022, AI looked like a party trick to me. It wrote raps. It cloned voices. Cute. Then I pointed it at the paperwork that was keeping me from people, and it changed my practice: the reports, the follow-ups, the newsletter. You're looking at the demo. AI doesn't take jobs. It takes tasks. And the reclaimed hours turned out to be the smaller win. The bigger one is what it can finally see: years of incidents, audits, critical control verifications, toolbox talks, and culture surveys read together, surfacing patterns and drift no single report shows. That's the fabric: your technical systems and your human systems, finally in one conversation.

Safety + HOPLeadershipCultureOperationsReporting + paperworkPatterns + insight
Who I work with

Is one of these you?

Operations and safety executives

The numbers stopped responding.

Real programs, capable people, and serious injury numbers that have flattened anyway. In my experience that's rarely a program problem. It's usually an integration problem: the process safety data and the culture story are being read in different rooms. That gap is workable.

Start with the whole practice →
HSE directors

You're drowning in paperwork.

Incident reports, JSAs, audit prep: hours every week that should be spent with your people. You're skeptical of AI hype, and you should be. Most of it earns the skepticism. That's exactly where we start. The deeper analysis comes once the hours are back.

Start with AI integration →
Independent consultants

You're the product, and you're out of hours.

Your clients hired you for the human work: the relationships, the judgment, the presence. AI can carry the rest without touching any of that. I rebuilt my own practice around it first; I'll show you how.

See how I rebuilt mine →

What would you do with your afternoons back?

Not ready for a call? Start here. The AI Safety Report Framework is the prompts I use to turn field notes into a finished report. Free. The Signal comes with it: my short note on AI for safety people. Unsubscribe anytime. Subscribers get first invitations to the free live workshop on Tuesday, September 8.

Send me the framework
Free download · One short note every other Tuesday
From a client, mid-engagement
Eduardo is one of the top thought leaders in the space of safety and AI integration.
Larry Pearlman
VP EHSS, AFL Global
The research
The Evolution of Safety.A century of progress, a plateau since 2010, and why the next gain is integration rather than a fourth program. The research essay behind this practice, written with Larry Pearlman.Read the essay →
Articles

Field notes from the floor.

Short essays from mining sites, refineries, and the long flights in between.

Start where you are. Bring me one real problem.

Thirty minutes, no slide deck. By the end, we'll both know whether there's something here.

eduardolanconsulting.com/contact
EN · ES · 24 to 48 hour reply