AI Governance Platform
Cut Your AI Costs by 60%.
Govern Every Prompt
The unified platform for efficient, secure AI adoption – from local to public LLMs, with cost control, guardrails, and agent governance built in.
AI Governance Platform
The unified platform for efficient, secure AI adoption – from local to public LLMs, with cost control, guardrails, and agent governance built in.
Platform
Everything you need to deploy AI safely, efficiently, and with full visibility across your organization
A single control plane that routes every query between local models, public LLMs, and MCP servers, optimizing for cost and latency.
✓Smart routing & prompt optimization
✓Model output arbitrage
✓Role-based access & department billing
✓Local LLM training & data sovereignty
Enterprise-grade security layer that protects every AI interaction – filtering, detecting PII, and preventing data loss.
✓Content filtering & PII detection
✓Policy enforcement at gateway level
✓Data loss prevention (DLP)
✓Compliance-ready audit trails
See how well every team and agent uses AI. Efficiency scores and leaderboards rank output value per dollar, with model benchmarking and full prompt visibility – no token masking.
✓Per-team & per-agent usage
✓Efficiency scores & leaderboards
✓Model benchmarking per task
✓Full prompt visibility – no masking
Register the agents you already built. OptScale AI doesn't run them – we govern them with cost limits, anomaly detection, and full audit trail.
✓ Register & monitor your agents
✓ Cost, time & recursion limits
✓ Anomaly detection (loops, drift)
✓ Block unauthorized MCP & vector stores
✓ Flag insecure operations live
How It Works
A clear path to AI governance without disrupting your existing workflows
01
Point OptScale AI at your existing models, LLM providers, and corporate services. Our MCP servers auto-discover available tools and data sources.
02
Set guardrails, routing rules, and role-based permissions. Decide which teams access which models, and how data flows between them.
03
Register your existing agents – built with LangChain, CrewAI, or custom code. Set cost limits, time limits, recursion limits, and whitelist authorized MCP servers and vector stores per agent.
04
Track every interaction with full tracing. Continuously optimize costs, catch anomalies, and scale governance as your AI adoption grows.
lossless AI Cost Optimization & Token Compression
OptScale AI compresses context, aligns prompt caches, trims system prompts and routes to the best-value model — one gateway, no loss, no code changes.
up to 60%
lower AI spend
up to 97%
fewer tokens billed
Cuts fixed instruction & schema overhead re-sent on every call.
Shrinks retrieved context, tool outputs and history inline — reversibly.
Keeps provider KV caches hitting, so repeated context is billed at ~10%.
Sends what remains to the best-value model that still meets quality.
Integrations
Pre-built MCP servers for the tools your teams already use, with new connectors shipping monthly
⚡ Salesforce
📑 Jira
📖 Confluence
💻 GitHub
📄 Google Docs
💰 QuickBooks
📧 Slack
📊 HubSpot
🔒 Okta
☁️ AWS
📉 Notion
📦 ServiceNow
Pricing
Start your 14-day free trial
Cloud-hosted SaaS or on-premises — same platform, your terms.
Per seat per month — requests pool across your team. Start free, scale when ready.
Annual license based on cluster size. Unlimited users and requests within cluster capacity.
Per seat per year – save 20% vs. monthly. Requests pool across your team.
A seat is one human user or one agent type — all agents of the same type share a single seat. Model costs passed through at provider rates
Join the enterprises building responsible, cost-effective AI operations with OptScale AI.
US Office:
1250 Borregas Avenue Sunnyvale, CA 94089, US
UK Office:
124 City Road, London, EC1V 2NX, United Kingdom