Stronger, not bigger.
Your best people are spending their hours on work that sits below them.
We find that work by watching it, build the AI fix with your team, and leave them running it. First Strategy is an AI strategy, training, and implementation practice for operating companies of 50 to 500.
A fixed-fee day on your floor.
Case study. HVAC and field services.
Three vendors. Three dead pilots. One piece of paper. The expensive mistake in AI is not a bad build. It is a good build of the wrong thing.
An HVAC operator asked us where AI actually fits in a business like theirs. Three vendors had pitched scheduling before us. Every pilot had died once dispatchers tried to use it.
The morning with leadership agreed with the vendors. Dispatch was the bottleneck. The rest of the day did not agree.
The lead dispatcher was not scheduling in the dispatch software. It sat minimized while she worked from a color-coded spreadsheet she had refined over years. "This is how I schedule," she said. "The software is for billing." Automating her would have torn out the part that worked.
The loss was downstream, at the billing desk. A clerk pulled a paper ticket from a basket, squinted at a technician's handwriting, guessed at a part number, and called a technician who did not pick up. More than a third of invoices came back needing correction. Roughly eighty percent of those errors traced to that one form.
Finding that out cost a day. What changed after it: invoice errors from thirty-eight percent to nine on residential work, twelve on commercial. Billing from three days behind to same-day. About three million a year in recovered billing. Nobody was laid off. The same team carries more locations than it could before.
Case study. Financial services and wealth advisory.
Ours die too.
We arrived at a wealth advisory practice carrying the obvious theory. With 280 clients, surely most deliverables are mostly alike. Build one strong template, pour each client's data in, season solved.
The advisor killed it almost immediately, and he was right. What each document was made of was not in any system. Not the CRM, which holds contacts and meeting notes. Not the portfolio platform, which holds positions and performance. What this family worried about, what was promised last review, why the risk posture moved last spring: that lived in his head.
A template would have produced 280 documents that read as written for everyone. In that business, the moment a client senses a form letter, the deliverable stops proving the relationship and starts undermining it.
So we built a memory before we built a generator.
Operator-led. We choose the work, and we run it ourselves.
Twenty-five years of building, before AI was a category anyone was hiring for.
Across our careers we have delivered for Boeing, American Express, Microsoft, FedEx, Pepsi, and the Office of the Director of National Intelligence, to name a few. More than 40% of the Fortune 100.
This same team started First Strategy in 2020. The work now is with operating companies of 50 to 500, where decisions still get made in a room and a small team can change how the business runs.
What we deliver
Four lines. Peers. Each one builds enterprise value.
Operational efficiency.
Implementation. Custom systems, scoped from what a day on the floor surfaces or from what you already know you need. Capture at the point of work. A front door that answers at any hour. Your team builds alongside us so they can build the next one without us.
Team productivity.
Training. From tool access to actually running the systems. We ran a SaaS company on its own product and turned what we learned into the training program its customers use. At a public relations agency we taught the firm's own enablement group to build agents, then stopped building.
Revenue engine.
Communications. Media relations, reporter relationships, and earned placement. At a national public relations agency, every publicist was spending one to two hours a day hunting the day's news site by site. An agent gathers it now. The publicist still chooses the angle. We do not advise or draft during an unfolding incident.
A well-run organization.
Service design. We find the work by watching it: one invoice, one inquiry, one pitch, one opportunity, traced all the way through. Day One is this, at a fixed fee.
What we build on and integrate to.
These are the systems. They are not our clients.
Intelligence: Anthropic, OpenAI, xAI, Google, Microsoft, OneReach.ai, and open-weight models.
Integrations: Salesforce, HubSpot, LinkedIn, Monday.com, Stripe, Zoho, Slack, Notion, Jira, Airtable, and the rest of the stack you already run.
The point is never to be permanently needed.
At the public relations agency we stopped building. The firm's own enablement group builds what comes next, and what continues is a standing monthly conversation.
At the law practice the person who now holds the intake decisions came from the firm's own front of house.
Not every engagement ends. One manufacturer keeps us running the go-to-market machinery day to day, because their people belong on the plant and the product. What moved there was the judgment: the constitution is theirs, the decision log is theirs, and every claim, price and next-product call is made by their people.
The capability is the thing that stays. Sometimes we stay with it.
How it starts.
A day.
A fixed-fee day in your business with your leadership. Real work, not slides. Two weeks later you have a playbook, yours to run with us or without us. Day One
A build.
You know what you want built. Tell us what it is. Inquire
A team.
The systems are there and your people are not using them. We start with the work they actually do. Inquire
Common questions.
How do you implement AI in a company of 50 to 500?
We watch how the work actually runs, build the systems with your people, train them to run what got built, and leave the judgment with you. First Strategy is an AI strategy, training, and implementation practice for operating companies of that size.
How do you train a team to run AI themselves?
Training is one of the four things we deliver. Your people run the systems rather than sit on a login. We build alongside them so they can build the next one without us. Building without that is how a pilot dies in the business.
Can AI help with public relations and media relations?
Yes. Media relations, reporter relationships, and earned placement. The standard is written down first, and a person at your firm signs before anything goes out. We do not advise or draft during an unfolding incident.
What is service design in an AI project?
It is watching one real thread of work all the way through before anything is built. One invoice, one inquiry, one pitch, one opportunity. Day One is that, as a fixed-fee day.
Why do AI pilots fail once they hit the real business?
The build is rarely what fails first. The diagnosis is. We test the diagnosis on your floor before we build what survives.
Do AI implementation firms build the software, or only advise?
We build. The test is what shipped, what works, and what your team can keep running. Day One is the exception: it produces a playbook, yours whether or not we build any of it.
How much does AI implementation cost for a mid-size company?
Each engagement is scoped to the work, after we have seen it. Day One is a fixed fee, no retainer, no procurement cycle. You see the number for anything after that before you say yes. It is not inexpensive.