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Tech Katalyst

Ship AI features people actually trust.

Most AI demos never survive contact with real users. We build the version that does: LLM-powered features, assistants, and agents engineered with retrieval, evaluation, and guardrails so they hold up on real data, real edge cases, and real stakes.

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What’s included

LLM App Development
AI Agents & Workflows
Retrieval-Augmented Generation (RAG)
Model Evaluation & Guardrails
Prompt & Context Engineering
AI Feature Integration
Data & Vector Pipelines
MLOps & Monitoring

Why it matters

Production, Not Demos

AI that survives real users, not just the pitch.

Trustworthy Output

Evals and guardrails keep quality measurable.

Grounded Answers

RAG ties responses to your own data.

Faster to Value

Start from a sharp prototype, harden what works.

Cost-Aware

Right-sized models and caching, not the most expensive default.

Built to Maintain

Monitoring and iteration after launch, not just at it.

How we work

01

Use-Case Discovery & Feasibility

02

Prototype & Context Design

03

Evaluate & Harden

04

Integrate & Ship

05

Monitor & Improve

Tell us what
you’re working on.

Bring your idea, your website, or the thing that’s been bothering you. We’ll take it from there.

Book a free 20 minute call No prep needed.