Prove Your AI Concept
Works in 7 Days
Most AI projects fail not because the idea is bad but because the team never proved the technology works before building. An AI POC runs in 7 days, tests your core assumption against real data, and tells you exactly what to build next.
What This POC Proves
Eight specific technical questions answered with real data before you invest in a full build.
Common AI POC Types
Each POC type tests a different set of AI capabilities against your actual data and requirements.
Chatbot and Conversational AI
Does the model answer your domain questions correctly? We build a working chat interface against your actual knowledge base or support history, measure accuracy, and identify where retrieval breaks down.
RAG Pipeline
Retrieval Augmented Generation requires testing chunk size, embedding model, reranking, and prompt assembly together. We run your real documents through a full RAG stack and report retrieval precision and answer quality.
Autonomous Agent
Agents that call tools, read APIs, and make decisions need to be tested against your actual system before you build the production version. We wire up the tools, run a controlled scenario, and measure completion rate.
Document Classification and Extraction
Feed the model 50 to 100 real documents from your dataset. We measure accuracy, edge case failure rate, and confidence thresholds so you know if the model is reliable enough for production use.
Build Timeline
Seven days from kickoff to a working pipeline and a written go/no go recommendation.
Requirements and data setup
Define the exact question the POC must answer. Collect sample data. Choose the model and stack. Set the success threshold.
Core AI pipeline build
Build the prompt chain, embedding pipeline, or agent loop. Wire up the data source. Run first end to end test.
Evaluation and tuning
Run the pipeline against 50 to 100 real examples. Measure accuracy, latency, and cost per request. Tune prompts and retrieval.
Report and delivery
Write the go/no go report. Package the source code. Record a walkthrough demo. Hand off with a recommended next step.
What You Get
Every AI POC ships with everything you need to decide whether to build and how to build it.
Related Services
Proven Results
Real projects. Real numbers. See what we delivered.
SaaS MVP Shipped in 14 Days: From Napkin Sketch to Paying Customers
$4,200 MRR in month one
How a solo founder went from idea to $4,200 MRR in two weeks with a project management SaaS built on Next.js, PostgreSQL, and Stripe.
Two-Sided Marketplace MVP: From Zero to 200 Listings in 3 Weeks
200 listings, 47 bookings in month one
How we built a services marketplace connecting local contractors with homeowners, complete with booking, payments, and review system.
Mobile App MVP: Cross-Platform Fitness Tracker in 2 Weeks
1,200 downloads in first week
A React Native fitness tracking app with workout logging, progress photos, and social challenges, shipped to both app stores in 14 days.
Frequently Asked Questions
Free Estimate in 2 Minutes
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