App Developer Studio

Cost to Build an Enterprise AI POC

Enterprise AI POC MVP - comparable to Enterprise AI POC

A focused proof-of-concept that validates one high-value AI use case before full production investment.

Estimated MVP Cost

$9,763

Estimated Effort

175 hours

This is a starting estimate for a custom-built MVP, designed and built from scratch. You own all the code and IP with no platform lock-in. Scope, city count, and market change the price. Get an estimate tailored to your idea with ChatStack.

What’s Included

Prove ROI on a single AI workflow with measurable KPIs in 6–8 weeks.

Key Features

  • One end-to-end AI workflow
  • Baseline vs AI-assisted KPI comparison
  • Executive readout dashboard
  • Documented scale-up roadmap

Platforms

  • Web prototype

Who It’s For

  • Pilot user group
  • Executive sponsors

Out of Scope for This MVP

  • Limited pilot user count
  • Non-production data handling
  • Production hardening is a separate phase

Full Cost Breakdown

Every line item below is a real feature from the PRD, priced in hours and USD at our AI-accelerated delivery rate. Totals are rounded to the nearest $10.

FeatureCategoryHoursCost
POC workflow, KPI instrumentation, executive dashboard, and readout.POC112$6,160
Delivery Overhead
Planning12$678
Project Management10$554
Testing6$308
DevOps4$246
Design & Frontend Build15$801
AI Tokens0$154
Security6$308
Risk (10% Contingency)10$554
Total175$9,763

Estimate Assumptions

  • Production rollout quoted separately.

Risks That Could Change This

  • Pilot data access delays can extend timeline.

User Stories

The full set of user stories behind this estimate, grouped by the person using the app.

Pilot User

As a pilot user, I want to complete the target workflow with AI assistance so that we can measure time saved.

Executive

As an executive sponsor, I want a dashboard comparing baseline and AI-assisted metrics.

Requirements

Functional and non-functional requirements the estimate above is priced against.

FR-1POC

Deliver one validated AI workflow with KPI instrumentation.

Requirements Assumptions

  • Standard secure authentication and English-only MVP.

Technical Specification

The reference architecture and stack this estimate is built on.

TS-1POC Stack

Rapid prototype on Supabase and Vercel with basic auth.

Technical Assumptions

  • Supabase Postgres with RLS where applicable.
  • Hosted on Vercel or AWS.

Questions we get asked

Enterprise AI POC App Cost FAQs

How much does an enterprise AI POC cost?

About $9,750 for a single-workflow pilot. Scale-up is scoped separately.

Enterprise AI POC is a registered trademark of its owner. App Developer Studio is not affiliated with, endorsed by, or sponsored by Enterprise AI POC. This estimate describes the cost of building a custom, independently-owned app with a comparable feature set, not a clone, license, or use of its brand or code.

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