GTS Innovative AI-Assisted Marketplace

We translated a founder's market vision into 50+ screens, 15+ workflows, and a structured invention process for inventors, service providers, investors, and admins.

Full AI product buildMarketplace / Innovation

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50+

screens designed and built

15+

core workflows structured

steps in the AI invention workflow

The Starting Point

The founder knew the audience, the collaboration opportunity, and the high-level marketplace concept. What did not yet exist was the product structure: the journeys, permissions, pricing logic, edge cases, account types, and AI output needed to make the idea coherent.

A Marketplace Is More Than Three User Types

Every role changed what the others could see and do. The product needed to support invention development, discovery, confidentiality, messaging, jobs, reviews, and administration without turning the first release into an unbounded wish list.

Interlocking journeys

Inventors, service providers, investors, and admins each needed a distinct path through the same marketplace.

Permission-sensitive collaboration

Invention visibility and collaboration needed an NDA-based permission workflow without making legal protection promises.

Scope pressure

Mobile apps, escrow, advertising, and recommendations had to be separated from the product needed for the initial release.

Our Role

We worked as the product and engineering team behind the founder's domain vision. That meant defining the product, designing the experience, structuring the AI workflow, building the marketplace, and protecting the release from unnecessary scope.

Define the product logic

We translated the idea into roles, permissions, journeys, edge cases, and release requirements.

Design the marketplace experience

We created the design system and connected more than 50 screens into a usable cross-role product.

Control the release scope

We challenged additions that would delay learning without strengthening the first complete product.

GTS Innovative marketplace product workflow — The product connects invention development, discovery, collaboration, permissions, and marketplace activity across four roles.

What Adamant Code Built

GTS Innovative had a clear market vision and rough wireframes, but the user journeys, permissions, product logic, and AI workflow still needed definition. We turned that starting point into a complete marketplace platform.

Inventor journey

AI-assisted invention creation, feeds, and collaboration.

Provider and investor journeys

Discovery, outreach, profiles, messaging, and feeds.

Confidentiality workflow

NDA-based permission gate for invention viewing.

From Rough Idea to Structured Invention

The six-step AI workflow helps an inventor turn an early thought into a more complete concept that can enter the marketplace.

1. Capture the invention

The inventor describes the idea, problem, and intended use in a guided product flow.

2. Explore the market

AI-assisted research helps frame the surrounding market and the invention's context.

3. Develop the concept

Materials, components, brainstorming, refinement, and imagery make the concept more concrete.

4. Package it for collaboration

The resulting invention can be categorized, presented, and shared through the appropriate permission flow.

The Product Beyond the Invention Workflow

The AI experience sits inside a complete multi-role marketplace rather than operating as a standalone generator.

Role-specific discovery

Inventors, providers, and investors use profiles, feeds, search, saved items, and dashboards built around their goals.

Marketplace collaboration

Messaging, jobs, reviews, notifications, and outreach support work between users.

Controlled invention access

An NDA-based permission gate manages who can view protected invention details.

Administration and onboarding

Admin tools and guided onboarding keep the larger marketplace manageable as users enter it.

The Outcome

The product was completed and polished across 50+ screens, 15+ core workflows, and a six-step AI invention process. Fifty service providers were invited. This shows a completed product and launch preparation, but it does not establish ongoing marketplace participation.

What This Proves

A non-technical founder can bring the market insight while a product-build partner supplies the structure needed to turn that insight into roles, workflows, permissions, UX, and working software.