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Ai · LLM Integration

LLM Integration Services in Austin Texas

We integrate large language models into your products and internal tools through one governed layer — routing, cost controls, evaluation, and fallbacks — without vendor lock-in.

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What we offer

Our ai services.

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01

Model Routing

Frontier · Open · Per-task

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Model Routing

Pick the right model per task and route across Anthropic, OpenAI, Google, and open weights — with cost and reliability controls, not a single hardwired vendor.

02

Product Integration

APIs · Streaming · Tools

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Product Integration

Clean integration into your app or internal tools: streaming responses, tool and function calling, structured outputs, and the plumbing that makes it feel native.

03

Governance & Cost

PII · Limits · Budgets

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Governance & Cost

A single gateway for keys, rate limits, spend budgets, and PII handling, so usage stays compliant and predictable as you scale.

04

Evaluation

Quality · Regression · Drift

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Evaluation

Task-specific evals and regression tests so prompt and model changes are measured, not guessed — and quality doesn't silently regress.

FAQ

Common questions.

Which LLMs do you integrate?
Frontier models from Anthropic, OpenAI, and Google, plus open-weight models you can self-host. We route per task rather than locking you to one provider.
How do you control cost?
A single gateway with per-client rate limits, spend budgets, caching where it helps, and routing to cheaper models when they are good enough for the task.
Can you add LLM features to our existing product?
Yes — streaming chat, tool calling, structured extraction, summarization, and search, integrated cleanly with evals and guardrails so it holds up in production.
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