A sharper product thesis
Audience, wedge, use case, technical boundary, and next proof target in one usable map.
AI-native product studio
We help ambitious founders, operators, and investors turn uncertain ideas into designed, engineered, launch-ready products.
What changes
GCG engagements are organized around visible artifacts that make a product easier to understand, fund, build, sell, and operate.
Audience, wedge, use case, technical boundary, and next proof target in one usable map.
Positioning, conversion copy, proof assets, and intake paths built for qualified discovery.
Roadmap, project plan, release criteria, SOPs, and operating cadence tied to the product.
What we build
The studio is strongest when the work is ambiguous, technical, and commercially important. We make it concrete enough to ship.
Agents, copilots, evaluation loops, workflow automation, and applied AI interfaces that fit real users.
Clickable concepts, MVPs, market tests, demos, and early products designed to answer the next hard question.
Dashboards, search layers, ingestion pipelines, scoring systems, and decision tools for complex markets.
Quote flows, checkout systems, service marketplaces, payment gates, customer portals, and operating backends.
Messaging, conversion pages, CRM flows, analytics, content engines, and repeatable acquisition loops.
Stabilization, roadmap recovery, architecture repair, release flow cleanup, and product clarity under pressure.
How we work
Clarify the customer, market pressure, technical constraints, risk, and fastest proof path.
Choose the first product surface, business logic, narrative, and trust signals that matter.
Move quickly from prototype to production-grade software, with testable behavior and real demos.
Instrument conversion, content, operations, feedback, and repeatable improvements after launch.
Proof of range
Selected GCG work shows the kind of terrain the studio can cover: commerce systems, field operations, and property management websites.
Explore the work indexProperty management
Marketing website with a property listings feed, lead capture, and ongoing content updates.
Agent commerce
Gatekeeper is a payment-gated API gateway for agent-to-agent access.
Operations platform
Multi-tenant operations platform for field service teams: tickets and SLA tracking, sites and assets, parts and branch inventory, technician trips, service agreements, and billing.
Engagements
Ship a serious MVP or production surface with architecture, analytics, conversion paths, and launch assets.
Use when the idea is readyOngoing
Embed product, engineering, AI, and launch judgment across a roadmap that needs continuous momentum.
Use when the system must compoundPremium services
Premium engagements turn raw founder context into the strategy documents, pitch decks, roadmaps, project plans, and SOPs a serious team needs to move.
Explore premium servicesMarket memo, ICP, positioning, business model options, and launch strategy.
Pitch narrative, slide copy, diligence prep, outreach sequences, and investor CRM structure.
Feature priorities, milestones, release criteria, workflow playbooks, and handoff docs.
Start here
The best first conversation is specific: what you are trying to build, why now, what has already been tried, and what proof would change the game.