AI Feature Drop-In

SpeedMVPs adds a production-ready AI feature — copilot, semantic search, summarization, or automation — into your existing product in 2-3 weeks, with guardrails and evals built in.

15+
Engineers
2-3
Weeks to Delivery
18+
MVPs Shipped
100%
Code Ownership

What We Deliver with AI Feature Drop-In

1

Use-Case Definition

  • Pick the AI feature with the clearest ROI
  • Define the job-to-be-done and success metric
  • Choose approach: API LLM, RAG, or automation
  • Scope the thin, shippable slice
2

Production-Ready Build

  • Clean integration into your existing UX
  • Prompt, retrieval, and tool design
  • Guardrails, fallbacks, and rate limiting
  • 2-3 week delivery timeline
3

Quality & Evals

  • Evaluation harness for output quality
  • Human-in-the-loop where it matters
  • Cost and latency optimization
  • Safety and PII handling
4

Support & Iteration

  • 30 days post-launch support included
  • Prompt and retrieval tuning
  • Handoff documentation
  • Roadmap for deeper AI features

AI Feature Drop-In FAQ

It's a focused engagement where SpeedMVPs adds one production-ready AI capability — a copilot, semantic search, summarization, classification, or an automation — into your existing product in 2-3 weeks, complete with guardrails and evaluation.

Yes. We integrate the AI feature into your existing stack and UX, design the prompt/retrieval/tool layer, and add guardrails, fallbacks, and rate limiting so it's safe in production — not just a demo.

We build an evaluation harness to measure output quality, add human-in-the-loop review where stakes are high, and optimize cost and latency. PII and safety handling are part of the build.

SpeedMVPs offers fixed-price AI feature drop-ins starting from $8,000 for a scoped 2-3 week build. Book a call for an estimate based on the feature and your product.

Trusted by Global Companies Building AI Products

We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.

Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo
Uneecops logo
UniqueSide logo
Vaga AI logo
Listnr AI logo
Statshub logo
Crework Labs logo
AgentHi logo
Quickmail logo
SuperStatz logo
Startupgrow logo
Typefast AI logo

Portfolio: AI Products Built for Global Startups

From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.

UseArticle

UseArticle

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

AgentHi

AgentHi

Intelligent virtual assistant that streamlines customer support and automates routine business tasks.

StatsHub

StatsHub

Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.

Harimaxx

Harimaxx

Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.

Vaga

Vaga

Smart travel planning app that curates personalized itineraries and local experiences.

FoodScan

FoodScan

Nutrition analysis app that scans food items and provides detailed nutritional information instantly.

MyJobReach

MyJobReach

Job matching platform connecting talented professionals with their dream opportunities.

TravelGram

TravelGram

Social platform for travelers to share experiences, discover destinations, and connect globally.

SuperStatz

SuperStatz

Advanced sports statistics platform delivering in-depth analysis and performance metrics.

Cashbook

Cashbook

Simple expense tracking and budgeting app that helps users manage their finances effortlessly.

TypeFast

TypeFast

Typing speed improvement platform with gamified lessons and real-time performance tracking.

Easy Loan

Easy Loan

Streamlined loan management system that simplifies borrowing and lending processes.

Ready to Build Your MVP?

Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.