MVP in 90 Days AI-Native Investor-Ready

From Validated Idea to
Investor-Ready Product
in 90 Days

Most founders spend 6-12 months and $150,000+ on an MVP that still is not ready to show investors. We scope tightly, sprint fast, and ship production software that real users pay for - not a prototype that needs to be rebuilt.

Launch Your MVP See Case Studies

Proven delivery: DocuSpeech Health (90 days, HIPAA-compliant). VroMart (UAE launch, <90 days).

90 days
DocuSpeech Health: concept to HIPAA-compliant production
2 launches
Production MVPs shipped — DocuSpeech & VroMart — in under 90 days
25%
Faster iteration cycles using sprint-based delivery with weekly demos
The MVP Development Problem

Most startups build too much, too slowly, and learn too late.

Founders hire agencies that over-engineer features users do not need, spend 12 months in development, and launch with a product that cannot scale past 500 users. Or they hire a freelancer who disappears. We use sprint-based delivery with weekly demos so you see real progress, validate with users fast, and launch with architecture that grows with you - not a prototype you will rebuild in 18 months.

Over-Scoped First Builds
Building every feature before talking to users is how startups burn runway on functionality nobody wants. An MVP validates your core hypothesis - not the entire product roadmap.
Architecture That Does Not Scale
Prototype code built to "ship fast" becomes technical debt that blocks scaling past your first 1,000 users. Rebuilding from scratch at Series A is expensive and avoidable.
No Technical Co-Founder
Non-technical founders cannot evaluate engineering quality, make stack decisions, or hold vendors accountable. Without technical leadership, scope creep and poor decisions compound.
MVP Capabilities

Everything a Founder Needs to Ship and Scale

From product scoping through production launch and beyond. We work as your engineering partner, not just a dev shop - we care about your product succeeding after the code ships.

01

Product Scoping & Lean Validation

Before writing a line of code, we scope your MVP to the minimum feature set that validates your hypothesis. Product workshops, user story mapping, and technical feasibility - all done in week one.

How do you decide what to include in an MVP?

  • Feature prioritization matrix: must-have vs. nice-to-have vs. post-launch based on your core hypothesis
  • User story mapping that traces every feature to a user problem worth solving before launch

What happens in the product scoping workshop?

  • 2-day intensive: problem definition, user journey mapping, technical architecture decision, and sprint plan
  • Delivered: wireframes, data model, API contract, sprint backlog, and 90-day delivery roadmap
Scoping workshops consistently eliminate 30-40% of planned features that users do not need on day one.
02

Full-Stack MVP Development

Web, mobile (iOS + Android), and backend APIs built with production-quality code from day one. Weekly demos every sprint so you see working software, not status reports.

What tech stack do you use for SaaS MVPs?

  • React / Next.js frontend, Node.js or Python backend, PostgreSQL, and AWS or Vercel infrastructure
  • React Native for iOS + Android from a single codebase - no separate native teams required

How do you ensure code quality in fast delivery?

  • Automated testing, code review gates, and CI/CD pipelines built in from sprint one
  • Documentation and architecture decisions recorded so you own the codebase after we ship
DocuSpeech Health: full-stack iOS + Android + Web, HIPAA-compliant, shipped in 90 days.
03

AI-Native Infrastructure & Scalable Architecture

Architecture designed for today's scope and tomorrow's scale. AI features (LLM integration, vector search, ML pipelines) built in from the start - not bolted on as a feature request later.

What does AI-native architecture mean for an MVP?

  • OpenAI / Anthropic / Gemini API integration, vector databases (Pinecone, pgvector), and structured prompt engineering
  • Event-driven backend designed for async AI processing without blocking user-facing responses

How do you design for scale without over-engineering early?

  • Modular service boundaries that let you scale specific components independently as usage grows
  • Database schema designed to handle 10,000 users from day one - migration costs compound if you wait
MVP architecture designed to handle 10x user growth without a backend rewrite.
04

Fractional CTO & Technical Leadership

For non-technical founders, we act as your CTO. Technology strategy, investor technical due diligence prep, hiring recommendations, build vs. buy decisions, and ongoing architecture leadership.

What does a fractional CTO deliver for a startup?

  • Technology roadmap, vendor evaluation, engineering hiring playbook, and technical due diligence documentation
  • Investor pitch support: technical architecture slides, scalability narrative, and security posture summary

How does fractional CTO engagement work?

  • 20-40 hours per month of senior technical leadership at a fraction of a full-time CTO cost
  • Can transition to advisory role as you build your internal engineering team post-Series A
Fractional CTO engagements have helped founders close pre-seed and seed rounds with technical credibility.
MVP Delivery Process

Concept to Production in 12 Weeks

01
Scope & Design (Wks 1–3)

Product workshop, feature prioritization, wireframes, data model, API contracts, and sprint plan. You approve architecture before we write a line of code.

02
Core Build (Wks 4–8)

Sprint-based development with weekly demos every Friday. You see working software at every checkpoint. Scope changes happen here - not in month five.

03
Test & Harden (Wks 9–10)

QA testing, security review, performance load testing, and compliance validation. Edge cases caught before users encounter them in production.

04
Launch & Iterate (Wks 11–12)

Production deployment, App Store submissions if applicable, monitoring setup, and launch support. Analytics instrumented so your first users teach you what to build next.

MVP Questions

SaaS MVP Development FAQs

MVP Development & Strategy

How long does it take to build an MVP?

A well-scoped SaaS MVP typically ships in 60-90 days with a focused engineering team using sprint-based delivery. Trovix Systems shipped DocuSpeech Health from concept to HIPAA-compliant production in under 90 days, and VroMart's logistics platform launched in the UAE market in the same timeframe. Timeline depends on feature scope, integrations, and clarity of requirements at kickoff.

What is the difference between an MVP and a full product?

An MVP (Minimum Viable Product) is the smallest version of your product that validates your core hypothesis with real users. It includes only the features necessary to prove demand and generate initial revenue - not a fully featured product. The goal is to get to market fast, learn from real usage, and iterate. A successful MVP informs every subsequent engineering decision.

How much does it cost to build a SaaS MVP?

SaaS MVPs built with a professional engineering partner typically range from $25,000-$75,000 depending on feature complexity, integrations, and platform requirements (web only vs. web + mobile). This delivers a production-ready product investors can evaluate and users can pay for. The cost of building it wrong and rebuilding later is always higher than building it right the first time.

What tech stack should a startup use for an MVP?

The right tech stack depends on your product type, team, and scale targets. For most SaaS MVPs we recommend React or Next.js for frontend, Node.js or Python for backend APIs, PostgreSQL for data, and AWS or Vercel for infrastructure. We design for today's scope with architecture that does not require expensive rewrites when you scale from 100 to 10,000 users.

What does a fractional CTO do for a startup?

A fractional CTO provides technical leadership without a full-time hire. They define the technology strategy, architect the system, evaluate build vs. buy decisions, lead the engineering team, and represent technical credibility to investors. For pre-seed and seed-stage startups, a fractional CTO gives you senior technical leadership at 20-30% of the cost of a full-time hire while you prove out the business model.

Launch Your MVP

Ready to Ship Your Product in 90 Days?

In 30 minutes we scope your MVP to exactly what you need to validate your hypothesis, outline the tech stack, and map a 90-day delivery plan you can take to investors before we even start.

Launch Your MVP Product Engineering

60-90 day delivery · AI-native architecture · Investor-ready