Learn where AI belongs. Then build it into how you work.
Talbot West is an AI strategy and engineering practice. The only thing we sell is your own best outcome. Whether you need help deciding what to prioritize, help deploying it, or both, Talbot West is your partner in tech modernization and AI adoption.
A practice, not a product.
Like any professional practice (orthopedics, tax strategy, wealth management), you bring the complicated case, we bring judgment and expertise. In the realm of tech modernization and AI adoption, we analyze the situation, identify the optimal path, and orchestrate the deployment of new capabilities into your organization.
Diagnose
Understand goals, existing tech, pain points, culture, people, and the market.
Prescribe
You want an outcome. We help you find the best path to that outcome.
Engineer
From configuration of low-cost tools to custom software, we orchestrate the rollout.
Integrate
New solutions need to mesh with existing systems, processes, and people.
You know how your business really runs. We know AI & modernization.
The value in your business gets made in places a dashboard never fully captures. We start every engagement by learning how yours actually runs, then bring the technical depth to act on it.
Start with a plan, or start with a win.
Want the fog cleared first? We map your operations against what's possible and give you a sequenced roadmap. Want a result you can measure now? We find the one worth launching and help you deploy it. Most companies end up wanting both. You never have to know which at the start.
Help deciding
Strategy, prioritization, and sequencing when the fog is the problem.
Strategy →Help building
Engineering and integration when you know the target and need it delivered.
Engineering →Both, over time
Architect of record from decision through build and beyond, orchestrating your team, ours, and a named partner bench.
Stewardship →Our business model is delivering results that matter for our clients.
When we recommend a path, there is no margin hiding inside the recommendation, so the trade-offs we show you are the real ones. If the best answer for your situation is a cheap configuration of tools you already own, that's what we'll tell you. If it's a hard build, we'll tell you that too, and we can do it.
95% of AI projects don't deliver value. We've mapped the reasons why.
There are more than a dozen common causes for AI failure. Often, they occur together, but even one is usually enough to prevent significant value. Talbot West helps you foresee and prevent them all.
Failure and scaling rates: MIT NANDA, RAND, IBM (2025).
Expertise and execution. We bring the spectrum of what you need and work with the resources you already have.
How we map, prioritize, and build.
How we map your operating reality, surface the dependencies and tripwires most plans miss, and sequence improvements toward production instead of more sprawl.
How we score the AI initiatives you're weighing, in flight or planned, on stakeholder urgency, revenue impact, technical feasibility, implementation complexity, and strategic alignment, so the highest-value few rise to the top instead of the loudest.
How we build composable, modular systems based on Modular Open Systems Approach (MOSA), a standard for interoperability and future-proofing. It's a better way than the black box paradigm for many complex use cases.
Revenue up 219%, no net new hires.
A marketing agency was growing faster than it could staff; keeping pace meant roughly doubling headcount. We captured how its strongest operators actually worked, standardized it, and built workflows that carried the new volume. Because costs stayed flat, nearly all of that growth converted to profit.
Revenue up 21% in one quarter. The team runs it without us.
A heavy industrial services firm was losing hours to manual, inconsistent work across its crews. We standardized their best crews' practices into AI-enabled workflows, then trained the team to run them unaided. Projected EBITDA is up 26% year over year.
Where would you like to start?
The AI Benchmark and Opportunity Assessment
One guided conversation. We benchmark where your AI adoption sits against peers in your industry and surface immediate wins you can act on yourself. You keep the report either way. Request your benchmark & assessment today.
See where you stand →Connect with people who understand your reality
If you already know you want to work through something with us, skip the diagnostic and just talk. Tell us the decision you're facing, not the tool you think you need.
Start a conversation →We've done this before. You won't do it alone.