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AI & Innovation

From drafting and summarising to chat interfaces over your own content, we integrate large language models into your product thoughtfully — with prompts, evaluation and fallbacks designed in.

What we do

The core of this service, in practice.

Chat and Q&A over your own documents

Summarisation, drafting and content-assist features

Prompt design, evaluation and cost control

Streaming interfaces and fallbacks for a smooth UX

Our approach

Step 01

Frame

Pick the user problem and success measure.

Step 02

Prototype

Try prompts and models on real content.

Step 03

Productise

Add UI, streaming, limits and monitoring.

Step 04

Refine

Improve quality using feedback and test sets.

Technologies

PythonTypeScriptNext.jsVector databasesFastAPI

What you receive

  • LLM-powered feature
  • Prompt and evaluation set
  • Usage and cost monitoring

Tell us what you are working on. We'll get back to you by email to talk through scope and next steps.

or write to info@spedaris.com