> ## Documentation Index
> Fetch the complete documentation index at: https://withseismic.com/llms.txt
> Use this file to discover all available pages before exploring further.

# MVP

> Transform your AI automation idea into a production-ready MVP. $7,000 per two-week sprint. Typical projects $21-28k over 6-8 weeks with full team: UX designer, growth manager, and fullstack engineers.

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## Stop Planning. Start Shipping.

<Info>
  **How long does it take to build an MVP?** Our 6-week MVP process (3 sprints at \$7,000 each) transforms your idea into a production-ready application. Full team included: UX designer, growth manager, and fullstack engineers.
</Info>

You have an AI automation idea. Maybe it's been sitting in your backlog for months. Maybe your team keeps talking about it but never starts. Maybe you tried building it but got stuck in complexity.

**We turn that idea into production reality. Like Snacker.ai - from Lovable prototype to 5,000+ users and paying customers in 3 months.**

## The 6-Week MVP Process

<Info>
  **What exactly do you deliver in 6 weeks?** A complete AI-powered MVP with
  core features, deployment infrastructure, authentication, documentation, and
  30 days of support. Full team (UX, growth, engineering) for \$21-28k total investment.
</Info>

<Steps>
  <Step title="Week 1: Discovery & Architecture">
    **Monday**: Kickoff call to understand your vision and constraints

    **Tuesday-Wednesday**: Map workflows and identify integration points

    **Thursday**: Present technical architecture for approval

    **Friday**: Finalize specifications and success metrics
  </Step>

  {" "}

  <Step title="Week 2: Core Development">
    Build the foundation: - Set up infrastructure and deployment pipeline -
    Implement core business logic - Create data models and storage layer - Build
    authentication and security
  </Step>

  {" "}

  <Step title="Week 3: Intelligence Layer">
    Add the AI magic: - Integrate LLM capabilities (GPT-4, Claude, etc.) -
    Implement prompt engineering and optimization - Build error handling and
    fallback systems - Create structured output generation
  </Step>

  {" "}

  <Step title="Week 4-5: Integration & Testing">
    Connect everything: - API integrations and webhooks - Third-party service
    connections - End-to-end testing scenarios - Performance optimization
  </Step>

  <Step title="Week 6: Polish & Deploy">
    Ship to production:

    * Complete testing and edge case handling
    * Deploy to your environment
    * Conduct handoff training with your team
    * Deliver documentation and maintenance guides
  </Step>
</Steps>

## What Makes a Good MVP Candidate?

<Info>
  **Is my idea suitable for a 6-week MVP?** If you have a clear workflow to
  automate, available data sources, and a single core use case, you're likely a
  perfect fit for our MVP process.
</Info>

<Tabs>
  <Tab title="✅ Perfect Fit">
    * Clear, repetitive workflow to automate
    * Existing manual process taking 10+ hours weekly
    * Available data sources and APIs
    * Single core use case to optimize
    * Team ready to adopt new tooling

    **Examples**:

    * Lead qualification system
    * Document processing pipeline
    * Content generation workflow
    * Customer support automation
    * Data extraction and reporting
  </Tab>

  <Tab title="🔄 Needs More Scope">
    * Multiple complex integrations required
    * Custom UI/dashboard needed
    * Multiple user roles and permissions
    * Advanced ML model training
    * Compliance or regulatory requirements

    **Examples**:

    * Multi-tenant SaaS features
    * Complex analytics dashboards
    * Regulated industry tools
    * Real-time processing systems
    * Cross-platform synchronization
  </Tab>

  <Tab title="🏢 Enterprise Engagement">
    * Mission-critical system replacement
    * Real-time processing requirements
    * Multiple departments involved
    * Complex data migration needed
    * Extensive change management required

    **Examples**:

    * ERP system integration
    * Core business process automation
    * Company-wide AI deployment
    * Legacy system modernization
    * Compliance-heavy implementations
  </Tab>
</Tabs>

## Technology Stack

<Info>
  **Why do you use these specific technologies?** 10 years of experience has taught me what works. T3 stack, TanStack Start, Hono, NestJS - modern TypeScript that scales from MVP to production. Type-safe, battle-tested, fast.
</Info>

<CardGroup cols={2}>
  <Card title="Frontend" icon="code">
    **React**, TypeScript, **TanStack Start**, Next.js, Vite, Tailwind CSS
  </Card>

  <Card title="Backend" icon="server">
    **Node.js**, **Hono**, Express, **NestJS**, Python, Go
  </Card>

  <Card title="Full Stack" icon="layers">
    **T3 Stack**, **Monorepo** (Turborepo), Serverless architectures, **TanStack Query**
  </Card>

  <Card title="AI/LLM" icon="brain">
    OpenAI GPT-4, Claude 3.5, Gemini, Custom agent frameworks
  </Card>

  <Card title="Automation" icon="robot">
    **Playwright**, Puppeteer, BullMQ, **Trigger.dev**, n8n, Kestra
  </Card>

  <Card title="Infrastructure" icon="cloud">
    AWS, Kubernetes, **Redis**, **Prometheus**, Grafana, Railway
  </Card>

  <Card title="Testing" icon="check">
    **Jest**, **Vitest**, **Cypress**, Playwright, TDD workflows
  </Card>

  <Card title="Databases" icon="database">
    PostgreSQL, Neo4j, MongoDB, Drizzle ORM, Prisma
  </Card>
</CardGroup>

<Card title="View Full Tech Stack" icon="arrow-right" href="/development">
  See our complete technology stack with detailed explanations of why we chose
  each tool and how they work together to ship production-ready systems.
</Card>

## See Our Work in Action

<Info>
  **Check out our open source projects and examples on GitHub**

  We believe in showing, not telling. Our GitHub showcases real implementations, from Chrome extensions to LLM workflows.
</Info>

<CardGroup cols={2}>
  <Card title="GitHub Portfolio" icon="github" href="https://github.com/dougwithseismic">
    Browse our open source projects and code samples. See the quality and approach we bring to every project.
  </Card>

  <Card title="Case Studies" icon="book" href="/case-studies/contra-linkedin-automation">
    Read detailed breakdowns of systems we've built, including technical architecture and business results.
  </Card>
</CardGroup>

## Why Our Approach Works

<AccordionGroup>
  <Accordion title="Focus on Core Value" icon="target">
    We don't build everything - we build the one thing that matters most. The 20% of features that deliver 80% of value. This laser focus ensures you get maximum impact.
  </Accordion>

  {" "}

  <Accordion title="Proven Patterns" icon="layers">
    After 100+ projects, we have templates, libraries, and patterns that
    accelerate development. We're not figuring it out - we're applying what works.
    This means faster delivery and fewer bugs.
  </Accordion>

  {" "}

  <Accordion title="Senior Execution" icon="star">
    I personally lead every MVP sprint. 10 years of commercial full-stack development. No junior developers learning on your dime. Senior expertise from day one means better architecture decisions and cleaner code. I've built and sold three products, contributed to MIT's AI course, and shipped production code for companies handling millions of sessions.
  </Accordion>

  <Accordion title="Opinionated Decisions" icon="bolt">
    We make technical decisions quickly based on experience. No analysis paralysis or committee reviews. We know what works and we implement it efficiently.
  </Accordion>
</AccordionGroup>

## Success Metrics We Target

<Table>
  <TableHeader>
    <TableRow>
      <TableCell>Metric</TableCell>
      <TableCell>Target</TableCell>
      <TableCell>Typical Achievement</TableCell>
    </TableRow>
  </TableHeader>

  <TableBody>
    <TableRow>
      <TableCell>**Time Savings**</TableCell>
      <TableCell>10-100x faster</TableCell>
      <TableCell>50x average improvement</TableCell>
    </TableRow>

    <TableRow>
      <TableCell>**Cost Reduction**</TableCell>
      <TableCell>ROI positive in 60 days</TableCell>
      <TableCell>3-month payback period</TableCell>
    </TableRow>

    <TableRow>
      <TableCell>**Quality**</TableCell>
      <TableCell>90%+ accuracy</TableCell>
      <TableCell>95% typical accuracy</TableCell>
    </TableRow>

    <TableRow>
      <TableCell>**Scale**</TableCell>
      <TableCell>10-100x volume</TableCell>
      <TableCell>Handle 50x more data</TableCell>
    </TableRow>

    <TableRow>
      <TableCell>**Adoption**</TableCell>
      <TableCell>80%+ usage week 1</TableCell>
      <TableCell>90% team adoption</TableCell>
    </TableRow>
  </TableBody>
</Table>

## What Happens After the MVP?

<CardGroup cols={3}>
  <Card title="Option 1: Run With It" icon="running">
    Your team takes ownership and extends the system. We provide complete source code, documentation, and 30 days of support.
  </Card>

  {" "}

  <Card title="Option 2: Iterate Together" icon="repeat">
    Continue development with our sprint cycles. Add features based on user
    feedback, scale to handle more volume, optimize performance.
  </Card>

  <Card title="Option 3: Full Production" icon="rocket">
    Upgrade to enterprise-ready system with advanced monitoring, multi-tenant architecture, compliance audits, and custom UI.
  </Card>
</CardGroup>

## Common Questions

<AccordionGroup>
  <Accordion title="What if my idea changes during development?">
    We expect some evolution. The weekly check-ins ensure we're building the right thing. Major pivots might require scope adjustment, but minor changes are part of the process.
  </Accordion>

  {" "}

  <Accordion title="Can you work with our existing codebase?">
    Yes. We integrate with your current systems, databases, and workflows. The MVP
    becomes part of your ecosystem, not a standalone island.
  </Accordion>

  {" "}

  <Accordion title="What about security and compliance?">
    We follow security best practices by default. Specific compliance requirements
    (HIPAA, SOC2, etc.) may require additional scope, which we'll identify during
    discovery.
  </Accordion>

  {" "}

  <Accordion title="How do you deliver so fast?">
    Focus, experience, and proven patterns. We've built similar systems many
    times. We know what works and what doesn't. We don't waste time on things that
    don't matter.
  </Accordion>

  {" "}

  <Accordion title="What if we need changes after delivery?">
    You get 30 days of support included. After that, we offer maintenance packages
    or can train your team to take over. The code is 100% yours.
  </Accordion>

  <Accordion title="Do you sign NDAs?">
    Yes, we're happy to sign NDAs. We treat all client work as confidential by default. Your competitive advantage stays yours.
  </Accordion>
</AccordionGroup>

## Real MVP Success: Snacker.ai

<Info>
  **From Lovable prototype to production SaaS in 3 months**

  Snacker.ai started as a broken Lovable prototype. We stabilized the codebase, integrated AI-powered video editing, and launched to market. Result: 5,000+ users, 20 paying customers, and a productized service that transformed GrowthMatch's business model.

  [Read the full Snacker.ai case study →](/case-studies/snacker-ai-video-platform)
</Info>

### What We Actually Built:

* **AI Video Editing**: Zero-UI editing that removes gaps and mistakes automatically
* **20-Second Turnaround**: From recording to polished, shareable video
* **Browser-Based Processing**: WebCodecs API with HLS streaming workarounds for iOS
* **Multi-Platform Distribution**: One-click publishing to LinkedIn, X, YouTube
* **Investment**: \$21-28k over 6-8 weeks (3-4 sprints with full team)
* **Result**: Production-ready app with paying customers

## Start Your MVP Sprint

<Hero>
  <p className="text-2xl font-bold">
    Ready to turn your AI automation idea into reality?
  </p>

  <p className="text-lg text-gray-600 dark:text-gray-400 mt-2">
    The next sprint starts Monday. Your idea could be in production by the end
    of the month.
  </p>
</Hero>

<CardGroup cols={2}>
  <Card title="Get Started" icon="rocket" href="/quickstart">
    Learn more about how we work together and start your AI automation journey with our proven process.
  </Card>

  <Card title="View Our Work" icon="github" href="https://github.com/dougwithseismic">
    Check out our GitHub to see code quality, project examples, and open source contributions.
  </Card>
</CardGroup>