AI Search and Discovery MVP
Book a free 30-minute callFind by meaning, not keywords. Higher success rates, better discovery.
SpeedMVPs delivers production-ready AI MVPs in 2-3 weeks. We focus on one high-impact workflow first, integrate with your existing stack, and ship a system you can iterate on with real usage data.
Understanding the Challenge
1
The Challenge
Keyword search fails when users don't know the right terms, or when content is nuanced.
2
The Solution
Semantic search that indexes content, products, or knowledge base. Vector search, query understanding, hybrid ranking.
Tangible Benefits
Search Success
Higher
Intent over keywords
Discovery
Better
Find relevant content
No Results
Fewer
Semantic matching
Time to Value
Weeks not months
Validate and iterate fast
Key Features
Hybrid ranking
Relevance tuning
Production-ready in 2-3 weeks
Integration with existing tools
Human-in-the-loop design
SpeedMVPs' 2-3 Week MVP Methodology
1
Week 1: Strategy & Integration
Scope workflow, map data sources, define success metrics
- • Scope doc
- • Integration plan
- • Architecture
2
Week 2: AI Development
Build core AI logic, integrations, and UI
- • AI pipeline
- • Integrations
- • MVP UI
3
Week 3: Launch & Iterate
Deploy, test with real users, plan next iterations
- • Live MVP
- • Feedback
- • Roadmap
MVP vs Traditional
Traditional
$80K+ in 4-6 months
MVP
$18K-30K in 2-3 weeks
Savings
Validate before big investment
- Rapid validation
- Own the IP
- Iterate with real data
Planning a build like this?
Book a free 30-minute strategy call with Diyanshu Patel, our CEO. We use it to understand your idea, goals and requirements, then follow up with a timeline and a fixed-price proposal.
Book a free 30-minute callFrom MVP to Platform
Once validated, expand features and integrations. Modular architecture enables smooth growth.
Additional features
More integrations
Scale
The Rapid Prototype
“Our AI MVPs are built production-ready from day one: ship, learn, and scale.”
Key Takeaways
- Production-ready in 2-3 weeks
- Integrates with your stack
- Validate before scaling
- Iterate with real usage
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Launch a production-ready AI MVP in just 2-3 weeks. Our team blends rapid prototyping with enterprise-grade AI/ML engineering to validate your idea, attract investors, and win early customers.
Service
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Turn Figma, Sketch, or Adobe XD designs into production-ready, pixel-perfect code. We bridge the gap between design and engineering, delivering responsive, accessible, and performant front-end code your team can ship immediately.
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.
The call is 30 minutes with Diyanshu Patel, our CEO and co-founder. Afterwards you get a written proposal with timeline, pricing and development plan.
Calendar not loading? Open the booking page or email diyanshu@speedmvps.com.