Shrink your prompts.
Proactive Context.
The proactive, ultra-low latency prompt optimizer for AI agents. Systematically reduce costs and latency on every call, not just when you hit a limit.
Cost Savings
Decrease your LLM bill drastically. Save an average of 40-70% on token costs per request.
Easy Integration
Add Trunkate to your existing LLM pipeline to optimize requests before they reach your models.
Zero-Trust Privacy
Mark sensitive content with [PRIVATE] tags. It never leaves your device — our API only sees placeholders.
See it in Action
Type or paste text below to see how Trunkate optimizes it in real-time.
Input
Configuration
Optimized Input
Performance
Integrate in minutes,
not days.
Trunkate AI provides idiomatic SDKs for all major languages. Drop it into your existing LLM pipeline with just a few lines of code.
- Type-safe SDKs
- Automatic [PRIVATE] tag masking locally
- CLI for CI/CD pipelines
- OpenClaw skill included
- Local-only mode available
import os
from trunkate_ai import Trunkate
# Initialize client using your API key
client = Trunkate(api_key="tk_live_1234567890abcdef")
prompt = "Your very long context..."
# Optimize the prompt for a specific task
optimized = client.optimize(
text=prompt,
task="Summarize this document",
budget=500,
model="gpt-4o"
)
print(f"Reduced token count by {optimized.stats.reduction_percent}%")Need an Enterprise Solution?Product
Accelerate your AI roadmap with our ultra-low latency, horizontally scalable enterprise infrastructure. Deploy on-premise or in your private VPC with custom SLA guarantees.
- Zero-Trust architecture with SDKs
- Dedicated high-throughput clusters
- Security & VPC compliance
- Direct-to-model integration