AI content pipelines your standards team can sign off
Generative pipelines ship copy, art, and voice at volumes no standards desk can hand-review. EvalGuard gates every output on toxicity scorers and brand guardrails, detects cloned voices and deepfakes, and keeps an audit trail your legal team can stand behind.
What ships today
Honest posture, not roadmap promises
Every checked item is in production today. In-progress items are flagged explicitly — no overclaiming, no vapor.
Built for buyer reality
Media & entertainment AI use cases we ship for
Audience-facing character + companion bots
Fans chat with AI characters at enormous volume. One toxic, defamatory, or off-brand response becomes a screenshot with a news cycle — every message needs a guardrail, not a sampled review.
EvalGuard features
- Toxicity scorers gate every response in block mode before it renders
- Role-adherence scorers keep characters inside their approved voice bible
- Prompt-injection defense: 300+ attack plugins cover jailbreaks that bait characters off-script
- Per-route rate limits contain abuse floods during launch spikes
Newsroom summarization + headline drafting
AI condenses wire copy and source documents into summaries and headlines. An invented quote or misattributed claim is a defamation exposure — faithfulness is the whole game.
EvalGuard features
- Faithfulness scorer checks every claim against the source material
- Citation + RAG-grounding scorers reject summaries citing outside the source set
- Hallucination gate blocks headlines that overstate the sourced facts
- Audit log ties each published summary to sources + model version
Voice synthesis + talent protection
Licensed voice models narrate promos and localized cuts. Unlicensed clones of your talent are a legal and reputational threat — pipelines need clone detection on both what you produce and what you ingest.
EvalGuard features
- Voice-clone detection scorers flag unlicensed synthetic voices
- Deepfake guards screen inbound UGC before it enters the pipeline
- Realtime voice control plane hooks for live-dubbing workflows
- Every synthesis run logged with your license identifiers (via SDK metadata) for talent-relations review
Ad-copy + promo generation at scale
Thousands of personalized promo variants ship per campaign. Claims must stay inside cleared-copy bounds, and spend per campaign must be capped before a runaway job burns the budget.
EvalGuard features
- Output guardrails enforce cleared-claims language across every variant
- Configurable brand guardrails block competitor mentions and off-limits topics
- Gateway cost ledger attributes spend per campaign with daily budget caps
- Multi-model routing serves bulk variants on cheaper models within the quality threshold
Wire it in 60 seconds
Wrap your OpenAI client. Every output passes standards.
Brand-safety thresholds + cleared-claims rules + audit retention are configured once in the EvalGuard control plane. Your code only wraps the client.
import OpenAI from "openai";
import { wrapOpenAI, EvalGuardViolationError } from "@evalguard/openai";
const openai = wrapOpenAI(new OpenAI(), {
apiKey: process.env.EVALGUARD_API_KEY!,
projectId: "character-bot",
metadata: { vertical: "media", surface: "audience" },
blockOnViolation: true, // refuse off-brand output
evalOnResponse: { failOnScore: 0.7 }, // toxicity + brand gate
onViolation: (r) => alertStandardsDesk(r.violations),
});
try {
await openai.chat.completions.create({
model: "gpt-4o",
messages: [{ role: "user", content: fanMessage }],
});
} catch (err) {
if (err instanceof EvalGuardViolationError) {
// Block recorded in the standards audit trail. Replay via audit ID.
}
}wrapOpenAI for wrapAnthropic.Stack
Six surfaces, one platform
Eval, firewall, red-team, audit, BYOK, dashboard — every surface ships out of the box. No bolt-on vendors, no procurement cycle per capability.
Ready to ship audience AI you can defend?
Free trial includes the brand-safety scorers, deepfake + voice-clone guards, and the standards audit trail. Bring your toughest character jailbreak.
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