Scale Subscriber AI Without Losing Control of Cost or Content

One platform for secure model access, cost control, and full audit visibility — so lending, fraud, trading, and advisory teams can adopt AI with compliance and audit built in.

Start your 14-day free trial

Up to 60%
Lower AI spend, workload-dependent
<10ms
Routing overhead
100%
Of gateway traffic logged for review
On-prem
Or cloud-hosted, your terms

Sound Familiar?

Subscriber-Scale AI Outgrows Ad Hoc Pipelines

Media and communication platforms ship AI features fast — and most have no consistent way to govern what those features cost, say, or do with subscriber data.

💥

Traffic Surges

When millions stream, scroll, or connect at once, even small latency increases drive churn and a spike in support volume.

🔁

Slow Feature Rollouts

Every new AI feature — support bots, content tagging, recommendations — gets its own pipeline and integration, delaying impact.

💰

Uncontrolled AI Costs

Without shared governance and usage visibility, AI spend becomes unpredictable the moment subscriber adoption takes off.

💬

Off-Brand or Unsafe Output

Generated copy, recommendations, and chat responses reach subscribers with no consistent check against editorial or community standards.

🔐

Subscriber Data at Risk

Viewing history, identity data, and account details flow into prompts with no inspection — a privacy and licensing exposure at scale.

📊

No Per-Feature Cost Visibility

Recommendations, moderation, and support all draw from the same model budget with no way to see which feature is driving the bill.

One Gateway Behind Every Subscriber-Facing AI Feature

OptScale AI sits in front of every model your platform uses — so recommendations, moderation, and support all ship through the same governed, low-latency path.

01

Connect Your Stack

Point OptScale AI at your model providers, local LLMs, and content, identity, or CRM systems. No per-application SDK integration required.

02

Define Policies & Brand Guardrails

Set moderation rules, editorial policy checks, and routing policies once — enforced automatically across every feature and region.

03

Register Your Agents

Bring agents already built for personalization, moderation, or support under cost limits, time limits, and a whitelist of authorized tools.

04

Monitor, Optimize, Scale

Track latency, usage, and cost per feature in real time. Optimize spend continuously as subscriber adoption grows, even at peak traffic.

📺 Streaming & content apps
🎮 Recommendation engines
💬 Support & chat channels
🔒

OptScale AI Gateway

The single governed checkpoint for every subscriber-facing request
⏱ <10ms overhead
💬1 Screen content & identity fields
🛡️2 Apply brand & moderation policy
🎯3 Route to the right-sized model
📜4 Log every interaction
Routine & high-volume
☁️ Cost-effective public models
Subscriber data
🔒 Local / on-prem LLMs
Every interaction
📋 Audit-ready log store
Automatic routing
Latency-aware
📦
Prompt compression
Fewer tokens per call
🛡️
Moderation at the gateway
Before output ships
🔒
Subscriber data
Stays on-prem

Where Teams Use It

Built for the Agents Driving Subscriber Growth

OptScale AI doesn't replace the agents and models your teams already run — it governs them, wherever they sit in your media ecosystem.

🎯

Content Personalization

Govern recommendation agents with cost and latency budgets, so personalization scales without surprise model bills.

🛡️

Content Moderation

Apply configurable content and community-safety policy at the gateway, with every decision logged for review.

🎧

Customer Support

Let support agents use AI on subscriber accounts with guardrails that keep identity and billing data from reaching external models.

📉

Churn Prediction

Benchmark models on the accuracy and latency churn workflows demand, before standardizing on one across the platform.

📢

Ad Optimization

Track agent-driven ad targeting for cost, behavior drift, and unauthorized data access — all from one dashboard.

🔄

Lifecycle & Engagement

Generate a compliance-ready record of every AI interaction tied to lifecycle messaging, without building your own logging layer.

Ready to Scale AI Without Losing Control?

Start free with up to 5 seats, or talk to us about a deployment built for peak-traffic, subscriber-scale platforms.