Service / AI Prototypes

AI Prototypes

Test AI on real workflows before committing to full implementation

We create working prototypes for document processing, copilots, research, search, summarization, reporting, content operations, and internal assistants. Each prototype uses your real data and is tested with your team.

Prototype timeline1 to 3 weeks

Test DataYour real business data

OutputWorking prototype + evaluation

Scope

What you get

Document processing

Extract, classify, and summarize information from documents, emails, and forms.

Internal copilots

Build assistants that help employees draft, search, summarize, and report inside existing tools.

Research and search

Create retrieval-augmented systems that answer questions from your approved knowledge base with citations.

Content operations

Transform source material into structured briefs, drafts, and channel-specific content with editorial review.

Outcomes

Key benefits

01Validate feasibility with real business data before larger investment
02Test usability and accuracy with actual users
03Measure potential return on investment early
04Iterate on prompts, retrieval, and workflow design quickly

FAQ

Before we start

How long does an AI prototype take?

A focused prototype can often be created in one to three weeks, depending on data availability, integration requirements, and workflow complexity.

Can we test an idea before committing to a complete implementation?

Yes. A small prototype tests feasibility, usability, data quality, and potential return before the solution is expanded. You receive an evaluation report with accuracy metrics and a go or no-go recommendation.