ZOAK Consulting
Part consulting firm, part venture studio. ZOAK designs AI-native services, company brains, growth engines, and frontier operating models for teams ready to move beyond incremental work.
Pipeline lift target. For context, the BCG × HBS field study found AI-assisted workers completed 25% more tasks, 25% faster — but only when workflows were redesigned, not just tooled. HBS, 2023
Throughput lift target for research, reporting, and operating loops. McKinsey reports only 6% of enterprises attribute ≥5% of EBIT to AI — workflow redesign is the gap. McKinsey, 2025
Frontier company directions across AI-native services, defense, agriculture, medicine, and space — explored in our insights library.
The thesis
McKinsey's 2025 Global AI Survey found that 88% of organizations use AI in at least one function, but only 6% attribute meaningful EBIT impact. Gartner predicts 60% of AI projects will be abandoned through 2026 for lack of AI-ready data. We think the failure is organizational, not technological — and that's the gap we close.
Venture studio theses
The AI consulting market is growing at 26–29% CAGR, projected to exceed $90B by 2035. But most of that growth will go to firms that build operating capability, not slide decks. ZOAK is developing company ideas across AI-native services, knowledge systems, defense, supply chains, and space.
42% of institutional knowledge lives solely with the person in the role. When they leave, it leaves. We're building systems that make that knowledge queryable, executable, and durable. HCI Research
The BCG × HBS study showed consultants using AI produced 40%+ higher-quality output. But for tasks outside the AI frontier, they were 19% less accurate. The skill is knowing the boundary. HBS, 2023
Average SaaS core feature adoption is 24.5%. 20–30% of features account for 80% of user activity. The next interface won't have features — it'll assemble around intent. Product analytics
The Pentagon's FY2027 budget requests $75B for drone and autonomous warfare programs — a 24,000%+ increase for the Defense Autonomous Warfare Group year-over-year. The operating software for these systems doesn't exist yet. Breaking Defense, 2026
The work
Most companies do not fail because they lack ideas. They stall because strategy, data, tools, and daily operating behavior are disconnected. We rebuild that system as one integrated machine.
Market choices, operating model design, growth priorities, decision rights, and implementation sequencing.
Automation maps, AI workflow design, knowledge systems, data governance, and team adoption plans.
Positioning, demand systems, digital marketing operations, analytics, and experimentation cadence.
Carbon-minded delivery
Our engagements are structured around visible workstreams, clear ownership, and operating artifacts your team can keep using after the engagement ends.
Client work
Most client work remains confidential by design. We describe the operating patterns, not the logos: clearer strategy, faster workflows, stronger measurement, and AI-native execution.
Key performance metrics
Data-driven outcomes tracked across ZOAK's operating system deployments.
Stealth portfolio results
Anonymized outcomes from engagements across professional services, B2B SaaS, and healthcare data. Each metric is measured against the client's own pre-engagement baseline over 60–90 day periods.
Engagement shapes
We scope work around the decisions and systems that have the highest leverage, then move quickly from diagnosis into implementation.
Two to four weeks to define priorities, map constraints, and produce a board-ready execution roadmap.
Six to twelve weeks to design and deploy workflows, dashboards, AI systems, and growth operations.
Ongoing advisory and implementation support for teams managing transformation or rapid growth.
Next step
Describe the growth, AI, or operating problem in front of your team. We'll respond with a practical diagnostic — not a sales pitch.
Live thesis model