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Artificial Intelligence 2025
LLM Platform
- Internal Product
From prompt prototype to governed, production-grade AI assistants.
Overview
The platform gives product teams a single place to design assistants, connect knowledge sources, run evaluations, and deploy behind a versioned API — without stitching together disparate tools.
The problem
Teams were shipping AI features from notebooks and ad-hoc scripts, with no evaluation, no guardrails, and no way to compare model or prompt changes before they reached users.
The solution
We delivered a workspace with a retrieval pipeline, prompt and model versioning, an offline evaluation harness with regression scoring, and role-based deployment controls per tenant.
Technology
- Laravel
- Python
- PostgreSQL
- pgvector
- Redis
- Tailwind CSS
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