AGENTIC GATEWAY

Stop paying frontier prices for predictable work

Most agent steps are deterministic - but you're still burning tokens on every one. BabelFish compiles those steps into local code. Same output, zero API cost.

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No credit card needed. Zero data retention.

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# Standard (Expensive, prone to hallucinations)

client = ChatOpenAI(base_url="https://api.openai.com/v1")

# With BabelFish ($0 token cost, 100% deterministic, 10ms latency)

client = ChatOpenAI(base_url="https://api.babelfish.dev/v1")

Compatible with any OpenAI-compatible client - LangChain, LlamaIndex, LiteLLM, and raw SDKs.

Every agent call hits the same API. Most of them don’t need to.

40-90% of steps in a structured agentic workflow have one correct answer. Routing, JSON extraction, schema validation. You’re still sending them to an LLM - and it’s costing you.

Redundant calls

Your agent re-runs the same routing, extraction, and validation thousands of times a day.

Hallucination risk

Every LLM call on predictable work is a chance to get it wrong.

Runaway costs

API cost × call volume = a bill that scales faster than your product.

Here’s how BabelFish fixes it - with one line of code.

Swap your base_url. BabelFish sits between your agent framework and your LLM, identifies what doesn’t need reasoning, and removes those calls entirely. No migration, no refactor.

Step 1

Observe

Profiles your execution traces. No PII, no payloads.

Step 2

Identify

Finds the steps with one correct answer - routing, extraction, validation.

Step 3

Compile

Those steps become local code. Reasoning stays on the model.

Step 1

Observe

Profiles your execution traces. No PII, no payloads.

Step 2

Identify

Finds the steps with one correct answer - routing, extraction, validation.

Step 3

Compile

Those steps become local code. Reasoning stays on the model.

Validated before it ships. Before swapping any step, BabelFish replays it against your historical traces. No surprises.

Runs wherever your agents run - hosted cloud, VPC, or on-prem.

Every compiled flow is visible.

Every step BabelFish compiles is mapped visually in Nexus. Your team can add guardrails, version flows, and roll back - without touching code.

Explore Nexus →

The numbers.

Massive

cost reduction on compiled paths

Near-zero

latency for compiled calls

Zero

prompt data retained

SOC 2 Type II

Zero data retention

PII masking

On-prem available

See it for yourself in less than 5 minutes.

Change one URL. Your costs drop, your latency drops, and hallucinations on deterministic work - gone.

Let’s talk

No credit card needed. Zero data retention.