Decades of operating experience deployed as agentic AI for growth-stage SMEs and modern healthcare practices. Founder-delivered, end to end.
Agentic AI work, scoped to ship — not to slide-deck. Every engagement is structured around a production outcome you can measure.
Develop a comprehensive AI roadmap aligned with your business objectives. We help you identify high-impact opportunities and build the foundation for sustainable AI adoption.
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Generative AI leverages advanced deep learning architectures for intelligent content creation. Discover how this technology can transform or enhance your business operations.
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Transform raw data into actionable insights. We help organizations build modern data platforms and analytics capabilities that drive informed decision-making.
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Deploy sophisticated machine learning solutions that extract actionable insights from your data, enabling predictive analytics and intelligent automation at enterprise scale.
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Model the value band for an agentic workflow built around your team and industry. Refined to your operation in a 30-minute partner call.
We learned this the way every honest operator learns it: by being on the wrong side of it the first time. The model is rarely the binding constraint. What stops AI from compounding inside a business is the org structure around it, the data hygiene under it, and the workflow it is trying to displace.
That ratio shapes how we scope engagements. The bulk of our work is process redesign, governance, and change orchestration. The model work is real, but it is the smallest slice.
Our interconnected framework—deploy, reshape, and invent—drives end-to-end business transformation.
of organizations have active deployment initiatives
Begin deploying AI by integrating intelligent tools into existing workflows, enhancing workforce productivity by 10-15% while building excitement for broader AI transformation. Start with familiar tools and gradually expand capabilities.
of companies are actively reshaping with AI
Transform support and core business functions through AI-powered workflows. Our approach optimizes performance, cost, and security while providing your teams with consistent upskilling and strategic workforce planning.
of AI-mature companies execute innovation plays
Create new offerings, services, and experiences powered by AI. Connect AI capabilities to your proprietary data and expertise to differentiate your solutions and unlock new revenue opportunities.
Pick a scenario. Watch a real agentic workflow execute — turns, tool-calls, and the structured output it would deliver to your team.
Press play to step inside this agent's workflow.
Engagements that moved the number. Active engagements from across our practice. New case studies in development; published as engagements close with client permission.
Healthcare practices stranded between consumer booking tools and enterprise EHRs needed something built for them. So we built it.
An integrated MedSpa needed its promotional engine rebuilt — new seasonal brochure, refreshed brand system, and a booking flow that pre-fills service preferences from a URL parameter.
We run the workflow we sell. Email scraping for lead intake, Claude Code-driven website rebuild, proposal automation, and an agentic intake assistant for client onboarding — all built and operated by the partners.
A new healthcare practice engagement is in development. Case studies are published as engagements close, with client permission.
A multi-property hospitality operator in the Caribbean needed an agentic system to triage guest inquiries, optimize room allocation, and predict cancellation risk. Reference engagement via Alton Group Worldwide.
An early-stage Florida SaaS team needed its highest-cost manual workflow automated. We scoped one workflow, built one agent, shipped to production in 10 weeks. Founder delivery throughout.
Tell us who you are and what you're trying to solve. We'll stream a personalized case study — challenge, approach, outcomes, and the honest trade-off — as if the engagement had already shipped.
Your case study will appear here, section by section, as the generator writes it.
Describe a strategic decision — build vs. buy, launch vs. wait, acquire vs. grow. Three specialist agents debate it from operations, finance, and risk perspectives, then deliver a unified recommendation.
Enter a strategic decision above and hit “Run simulation” to see three specialist agents debate it in real time.
Five quick questions. Compare yourself against the operators we engage with — calibrated against 1,400 organizations across 23 countries.
Four industries we serve, each with operator-level depth. Healthcare is our deepest. Hospitality and Marine come directly from the operator history of our parent firm. Tech Startups is where we live every day.
Agentic AI for independent and small-group restaurants, hotels, and charter operators. Booking, demand forecasting, guest communication, and review-response automation.
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Agentic AI for marinas, charter operators, and marine service providers. Booking optimization, maintenance scheduling, eco-compliance documentation. An authentic founder vertical.
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Agentic AI for independent practices stranded between consumer booking tools and enterprise EHRs. MedSpa, PT/OT/SLP, behavioral health. HIPAA-aligned from day one. Our deepest vertical — and the home of our own product, Medop.
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Founder-to-founder advisory for Seed–Series A teams. Agentic workflow build for the highest-cost manual process in the business. We run a SaaS company. We know what shipping costs.
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Agentic AI for owner-operated businesses across South Florida and the Caribbean. Lead intake, scheduling, claim handling, document automation. Built for operators who are also the partner you talk to.
ExploreToggle capabilities. We'll size phasing, headcount and value-band live — the same modular system our partners use to scope live engagements.
However you like to evaluate — fast call, transparent ranges, or a shared workspace with your stakeholders.
Live conversation with a managing partner. Show up with a question, leave with a sequenced point of view. The founder is in this call.
We publish our standard engagement bands. No "request a quote" wall, no surprise pricing when the room fills up.
Spin up a shared workspace. Invite stakeholders, leave each other notes, and we'll prep for the first conversation together.
Operating-model assessment, top-three opportunity diagnosis, written report, 60-minute leadership readout.
One production agentic workflow, founder-led delivery, owned by you at the end. Our flagship engagement.
Operating-model redesign with multi-workstream delivery and senior partner sponsorship. 1–2 slots per year.
New from Hacker News (AI).
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Read sourceWe are honest about our tooling. These are the foundation-model providers, platforms, and frameworks we actually use to ship production engagements. No alliance badges, no co-marketing — just the working stack.
When a foundation model is the right fit, we use it. When the right path is an open-weights model, a custom fine-tune, or no model at all, we will say so. Honest tooling, scoped to the engagement.
Strategy briefs from operators who've done it. Original essays, field notes, and practical guidance — written by the partners delivering the engagements, not a content desk. Published every 14–21 days.
The Big Four won't take an AI strategy meeting under $500K. The freelancer market is full of prompt-engineering tourists. The vacuum in the middle is hurting operators — and what it would take to close it.
Successful agentic AI is 20% model and 80% operating model. The org-design moves that turn pilots into production — applied to small and mid-size operators.
Field notes from migrating a healthcare practice off a legacy EHR onto Medop. What broke, what worked, and what we would do differently next time.
Booking optimization, maintenance scheduling, eco-compliance reporting. Why marine and yachting operators are quietly an ideal vertical for agentic AI — and where we are deploying it now.
A live look at the CLAUDE.md briefing files we use to guide Claude Code on real client engagements. Why they matter, what we include, and how they evolve.
Independent restaurants, hotels, and charter operators in South Florida and the Caribbean are reaching agentic-AI adoption faster than their enterprise peers. Why, and what they are deploying.
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