Prompt Engineering & Orchestration
We treat prompts as code: templated, versioned, tested and observable. Our orchestration layers route requests across GPT, Claude, Gemini and open models by workload, with fallbacks and cost budgets, and surface latency and failure rates per stage.
Deliverables you can hold us to
- Prompt template registry with versioning and ownership
- Multi-model routing with fallbacks and budgets
- Regression test suite run in CI
- Per-prompt latency, token and failure dashboards
Typical situations
- 01Dozens of prompts across many endpoints with no test coverage
- 02Choosing the cheapest model that meets quality per task
- 03Auditing prompt changes before they reach users
Part of Generative AI & LLM Engineering
RAG, fine-tuning, evals and LLM apps built for production.
Explore the full offeringHow a typical engagement runs
Scoped up front, shipped weekly, measured against the metric we agreed.
Discover
A 60-minute call and a deep-dive sprint that end in a scored opportunity map and a baseline.
Design
Architecture and stack chosen with a decision matrix and a model bake-off on your data.
Build
Weekly releases into your environment with evals, guardrails and traces from sprint one.
Scale
Hardening, staged rollout, cost controls and handover so your team runs it.
More in Generative AI & LLM Engineering
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Straight answers to the questions we hear most. Ask us anything else on a call.
OpenAI GPT, Anthropic Claude, Google Gemini, Meta Llama, Mistral, DeepSeek and other open-weight models. We pick per task based on measured quality, cost and latency on your data, and we build so you can switch later.
OpenAI GPT, Anthropic Claude, Google Gemini, Meta Llama, Mistral, DeepSeek and other open-weight models. We pick per task based on measured quality, cost and latency on your data, and we build so you can switch later.
Let's build intelligent systems that drive growth
Tachyon is the engineering partner for teams that need AI in production, not in a deck. Start with a free 60-minute discovery call.
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Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.
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