Shoppeal

Solution Blueprint

Add AI to Your Product

Product teams and CTOs at startups and growth-stage businesses who want to integrate meaningful AI capabilities not demos into their existing product.

The Problem

Adding AI to a product is an engineering problem, not a prompt problem. We design, build, evaluate, and operate the AI layer so it works reliably and your team can maintain it.

Our Approach

Production AI that your users actually benefit from.

Identify

We map where AI genuinely adds value in your product not where it's just a feature.

Design

We design the AI system: data flow, model selection, evaluation criteria, guardrails.

Build

Implementation with evaluation from day one. We measure quality, not just functionality.

Operate

Monitoring, drift detection, cost management, and continuous improvement.

The Outcome

A robust, production-ready implementation tailored to your constraints and goals.

Deliverables

  • 01AI feature design and technical specification
  • 02LLM integration (OpenAI, Anthropic, Gemini, open-source)
  • 03RAG pipeline design and implementation
  • 04Evaluation framework with quality metrics
  • 05Prompt management and versioning
  • 06Monitoring, cost tracking, and alerting
  • 07AI governance layer (PII handling, audit trail)

Ready to add ai to your product?

Let's architect your next phase. Tell us what you're building, fixing, or scaling.