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MVP NINJA

Hire software that does the work, not just answers questions.

An AI agent reads your knowledge, uses your tools and takes real actions — creating tickets, updating the CRM, routing documents — with people in the loop where it matters. We build agents that do one job reliably, then grow.

Ideal for

  • Teams answering the same questions every day
  • Sales teams drowning in unqualified leads
  • Operations that live in inboxes and spreadsheets
  • Products that need an AI feature customers will actually use

What it does, and why it matters

  • Feature: Grounded in your own knowledge

    OutcomeAnswers come from your documents and data, with sources

    Business valueCustomers get correct answers without waiting for your team

  • Feature: Tool use and actions

    OutcomeThe agent updates systems instead of drafting instructions

    Business valueHours of copy-paste and admin disappear

  • Feature: Human approval steps

    OutcomeSensitive actions wait for a person to confirm

    Business valueYou get speed without giving up control

  • Feature: Logs and evaluation

    OutcomeEvery decision is recorded and reviewable

    Business valueYou can trust it, measure it and improve it

A sales agent, step by stepHow the workflow runs
  1. New leadTrigger

    Form submitted by an operations lead at a 40-person logistics firm

  2. AI researchAI

    Reads their website, recent news and open roles, and keeps the sources

  3. QualifyAI

    Scores fit against your ideal customer: 82 / 100, with reasons

  4. CRM

    Creates the contact and company, assigns an owner, attaches the research

  5. Personalized emailHuman approval

    Drafts a first message that mentions their hiring plans; a rep approves it

  6. Book meeting

    Sends a calendar link and logs the booked call back in the CRM

AI Agents we build

  • Customer support agent

    Understands your company knowledge, answers customers, creates tickets and escalates complex cases to a person with the full context.

    1. Question
    2. Search knowledge
    3. Answer
    4. Ticket
    5. Escalate
  • Sales qualification agent

    Qualifies inbound leads, researches prospects, updates CRM records and books calls with the right person.

    1. New lead
    2. Research
    3. Score
    4. CRM
    5. Book call
  • Document processing agent

    Reads invoices, contracts or reports, extracts the fields that matter and routes the work to the right system or approver.

    1. Document
    2. Extract
    3. Validate
    4. Route
  • Operations agent

    Watches your workflows, spots what's stuck or unusual and handles repetitive operational tasks on a schedule.

    1. Monitor
    2. Detect
    3. Act
    4. Report

What it usually costs

A focused single-job agent fits a 14-Day Build. Agents that act across several tools usually need the 21-Day Launch.

Building blocks we use

  • OpenAI, Anthropic or open models — chosen per task
  • Retrieval over your documents and databases
  • Tool calling into CRM, helpdesk, email and Slack
  • Approval queues and audit logs
  • Evaluation sets to measure answer quality

Usually

21-Day Launch

$3,700Fixed · 21 days

For fuller products: several roles, AI agents that take actions, heavier integrations or a mobile MVP.

  • Up to 5 core workflows
  • Up to 20 screens
  • Multiple roles & permissions

Your product gets its own written scope and fixed price before anything starts. Compare packages

Products we've built in this area

Built in-house by MVP Ninja Labs. Each concept build walks through the problem, the cut, the screens and the architecture.

  • Scout, review queue screen

    Labs · 01AI sales agent

    Scout

    AI sales agent

    An AI sales agent that researches, scores and follows up — so reps only talk to people ready to buy.

  • Relay, flow canvas screen

    Labs · 02Operations automation platform

    Relay

    Operations automation platform

    A visual automation platform that connects email, Slack, CRM, documents and approvals — with AI where judgement is needed.

Common questions

Can you add AI to an existing product?

Yes. We add agents, assistants, document processing or automations that connect to your current product through its API or database. Smaller additions fit a 14- or 21-day build; larger ones are scoped as custom work.

7–21 daysFrom $1,500

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