Solutions for Technology & Software
One platform for the AI inside your product, copilots, support, and internal agents — route across providers, enforce guardrails, and govern every agent, so your teams ship faster while cost, security, and audit stay under control.
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Sound Familiar?
Every product squad wires up its own providers, prompts, and agents. Cost, security, and governance become fragmented work no single team can see or control.
Each squad picks its own providers, SDKs, and keys. No central place to see or control what the company as a whole is sending to which models.
Routine calls quietly hit frontier models, retries multiply, and per-feature spend is invisible until the monthly invoice spikes.
PII redaction, content filtering, and DLP get re-implemented in every product — or skipped under deadline pressure, exposing user data.
Cost, latency, and errors live in separate dashboards per team — or nowhere. No one can see how AI performs across the whole product portfolio.
The agents your teams built can loop, drift, or blow past budget — with no cost, time, or recursion caps and no anomaly alerts.
When something goes wrong in a shipped AI feature, there's no complete record of what was sent, to which model, by which agent, or why.
How It Works
OptScale AI runs as a control layer in front of every provider and local model your teams use — governing cost, security, and agents company-wide, without forcing any team to rewrite apps or swap SDKs.
01
Send your existing OpenAI, Anthropic, and local-model calls to OptScale AI instead. It auto-discovers your providers — no per-app SDK work, no re-platforming.
02
Enable complexity-based routing and guardrails — PII redaction, content filtering, DLP — as policy. Decide which models are allowed for which class of data.
03
Bring the agents you already built — LangChain, CrewAI, or custom code — under cost, time, and recursion limits, with a whitelist of tools they can touch.
04
See per-model, per-team, and per-agent cost, latency, and errors in one dashboard — and tune routing from real traffic, not guesswork.
What You Get
OptScale AI doesn't replace your frameworks or run your agents — it sits in front of the stack you already have and governs it.
One endpoint in front of OpenAI, Anthropic, and local models, with automatic failover when a provider degrades.
Send routine and bulk work to cheap or local models and hard tasks to frontier — by policy, not by hand-editing model names.
PII detection, content filtering, and DLP applied at the gateway to every call — so you don't rebuild them per app.
Cost, time, and recursion limits plus loop and drift detection for the agents you run — LangChain, CrewAI, or custom.
Keep sensitive prompts inside your network and route only approved traffic to public providers.
Per-request tracing, latency, and error debugging across every model in one place — without instrumenting each service.
Are you an engineer wiring AI into your product? See the developer view →
Start free with up to 5 seats, point your SDK at OptScale AI, and see routing, guardrails, cost control, and agent governance on your own traffic.
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