10-Week AI Prototype Development

From first concept meeting to functional AI demo—see your idea come alive in just ten weeks.

Get Started

Build, Test, and Validate in 10 Weeks—Without the Guesswork

The demand for pragmatic, results-oriented AI solutions has never been higher. Yet most initiatives stall in lengthy research cycles, over-engineered MVPs, or endless vendor pitches. Our 10-week AI prototype development program offers a structured, low-risk path from executive vision to working proof-of-concept. You bring the problem statement and data access; we assemble a dedicated cross-functional pod—AI engineers, solution architects, and product strategists—who work in weekly sprints to design, build, and continuously show progress.

By week four you have interactive wireframes and a data-readiness report. By week seven, a first inference engine is running in a secure sandbox. By week ten, your stakeholders are clicking through a usable prototype that demonstrates business value, scalability options, and next-step investment requirements. The result: faster buy-in, clearer ROI, and a stronger competitive position.

Our Technology Stack

PyTorch
TensorFlow
Keras
Hugging Face
Python
TypeScript
Go
SQL
AWS
Azure
Google Cloud
Kubeflow, MLflow, GitHub Actions, Terraform

Ready to watch your AI vision materialize in ten short weeks? Let’s map your prototype today.

Why Choose Cabot as Your AI Prototyping Partner?

Cabot has helped 120+ technology leaders navigate the chasm between AI aspiration and marketable product. Our 10-week AI prototype development framework is backed by 14 years of software delivery experience, ISO-certified quality processes, and a culture of radical transparency.

Unlike consultants who drop a slide deck, we embed with your team, share code in your repos, and transfer knowledge every step of the way. Our interdisciplinary pods combine data scientists fluent in the latest transformer architectures with product strategists who have launched SaaS platforms used by millions.

We understand enterprise guardrails—SSO, SOC 2, HIPAA, GDPR—and bake compliance into the prototype so your InfoSec team is an ally, not a blocker. Finally, we measure success by adoption, not billable hours. If the Week-10 demo doesn’t win stakeholder excitement, we keep iterating until it does—at no extra cost. That’s our commitment.

Our 10-Week Journey, Week by Week

  1. Week 1 – Vision & Data Deep-Dive: Define success metrics, audit data, and finalize scope.
  2. Week 2 – Architecture Blueprint: Select models, cloud stack, and security posture.
  3. Week 3 – Rapid UX Wireframes: Map user flows and create clickable mock-ups.
  4. Week 4 – Data Pipeline MVP: Build ETL/ELT jobs and validate data readiness.
  5. Week 5 – Model POC: Train baseline models and compare benchmarks.
  6. Week 6 – API & Integration Layer: Expose inference endpoints and connect to UI.
  7. Week 7 – Iterative Tuning: Improve accuracy, latency, and user experience via feedback.
  8. Week 8 – Security & Compliance Sprint: Pen-testing, logging, and access-control hardening.
  9. Week 9 – Stakeholder UAT: Conduct guided user acceptance testing and capture insights.
  10. Week 10 – Demo Day & Roadmap: Present working prototype, ROI analysis, and scale plan.

Our Industry Experience

volunteer_activism

Healthcare

shopping_cart

Ecommerce

attach_money

Fintech

houseboat

Travel and Tourism

fingerprint

Security

directions_car

Automobile

bar_chart

Stocks and Insurance

flatware

Restaurant

Tell us about the challenge keeping you up at night—we’ll show you a working solution by next quarter.

Connect with Our Team

FAQ

Below are the questions we hear most from technical and business leaders exploring a 10-week AI prototype development engagement.

  1. How is the 10-week timeline enforced?
    • We run fixed-length sprints with pre-defined deliverables. Scope changes trigger a governance review—keeping the timeline intact.
  2. What if our data isn’t ready?
    • Week 1 includes a data readiness assessment. If critical gaps emerge, we allocate buffer tasks or mock datasets without derailing the schedule.
  3. Which industries have you served?
    • Fintech, healthcare, logistics, e-commerce, SaaS platforms, and manufacturing—all benefitting from rapid AI validation.
  4. Do we own the IP?
    • Yes. All code, models, and documentation are delivered to your repositories under a clear IP assignment clause.
  5. What happens after week 10?
    • You receive a production roadmap, budget guidance, and the option for us to continue as implementation partner or transition to your internal team.
Overview
Services
Our Values
Clients