03 / AI Products & MVPs

AI products founders can actually launch.

AI SaaS MVPs, dashboards, marketplaces, API backends, mobile app foundations, and AI code rescue for founders who need a real product instead of a fragile demo.

AI SaaS · MVPs · dashboards · APIs · marketplaces · code rescue

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What we launch

AI SaaS MVPs and founder prototypes
Dashboards, portals, and admin tools
API backends and data models
Marketplace and workflow platforms
AI code rescue for vibe-coded apps

What is included

What AI products and MVPs covers.

Product audit

We review the idea, current code, users, workflows, risks, and launch path before proposing a build.

SaaS MVP

A focused first product with authentication, database, roles, billing, admin screens, AI workflows, and deployment.

Dashboards & portals

User-facing and internal product surfaces that make the workflow visible and usable.

API backend

Backend services, schemas, queues, workers, integrations, structured outputs, and AI orchestration.

Marketplace builds

Two-sided workflows, listings, requests, matching logic, payments, and admin controls.

AI code rescue

A fixed-price rescue audit for AI-generated or fragile apps, followed by hardening, security fixes, and a launch plan.

The product catalog

Product builds and MVP foundations.

AI products need more than a demo. Browse the SaaS and web app category behind MVPs, dashboards, portals, marketplace builds, and product rescue work.

AI SaaS Builds

We build the first useful software product around a real workflow: dashboards, tenant accounts, billing, APIs, admin views, and one AI feature that earns its place.

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Proof

AI Products & MVPs work.

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Private build

NimbleRx

Three product lines unified into one platform

Pharmacy technology platform combining patient app, pharmacy management software, payment workflows, demo requests, and partner-facing product flows.

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Private build

Hublo

Workforce and scheduling platform for facilities

Healthcare workforce platform covering recruitment, shift scheduling, facility workflows, and dashboarding for teams managing care staff at scale.

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Client build

Social Playbook

14,200+ posts analyzed across 5 platforms

AI strategy platform that analyzes competitor content across major social platforms and generates strategy documents, calendars, and content recommendations.

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Process

Clear steps before bigger commitments.

Audit

We read the context, ask the missing questions, and confirm this service should lead.

Scope

You get a plain-English first build, fixed price range, timeline, and what can wait.

Build

The work ships in focused milestones you approve one at a time.

Launch

Tracking, integrations, QA, documentation, and a clean handoff.

Improve

Once real usage starts, we tighten whatever matters next.

Questions

AI Products & MVPs, answered.

Q01

Can you build from just an idea?

Yes, but we still reduce it to one launchable workflow first. A funded product and a bootstrapped MVP need different scope discipline.

Q02

Can you rescue an app built with AI tools?

Yes. We audit architecture, security, auth, data flows, deployment, and maintainability, then quote the rescue build only if the foundation is worth saving.

Q03

Do you hand over the code?

Yes. Source code, deployment notes, environment setup, and ownership transfer are part of the handoff.

Q04

How large should the first build be?

Large enough to prove the core product workflow, small enough to ship. The audit decides whether that is a rescue, MVP, dashboard, backend, or launch support sprint.

Next step

Send the product idea or codebase. We will map the first launchable build.

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