Agents that turn AI outputs into
defensible enterprise data.
The top AI teams use Souma for
From provenance to audit trails, everything you need to ship AI safely and stay regulator-ready in minutes.Review and resolve flagged AI outputs requiring attention
| ID | Source | Risk | Verdict | Confidence | Flagged | Reasoning | Actions |
|---|---|---|---|---|---|---|---|
| flag_8x7k2m9p | shutterstock.com/image-789... | Critical | Not Permitted | 98% | 2 min ago | Commercial licen... | |
| flag_3n5j8w2q | getty.com/editorial-photo | High | Not Permitted | 95% | 5 min ago | Editorial use on... | |
| flag_9m4k7x1r | flickr.com/restricted-cont... | High | Unclear | 72% | 8 min ago | License ambiguou... | |
| flag_2p6h3y8s | stock.adobe.com/premium | Medium | Not Permitted | 91% | 15 min ago | Subscription req... |
Route every output through one secure compliance layer for provenance, right-to-use, and audit evidence before it enters production workflows.
/api/v1/validations// Submit a batch of AI outputs for compliance validation
const response = await fetch('https://api.souma.ai/api/v1/validations', {
method: 'POST',
headers: {
'Authorization': `Bearer ${process.env.SOUMA_API_KEY}`,
'Content-Type': 'application/json'
},
body: JSON.stringify({
validations: [{
request_id: 'asset-001',
url: 'https://unsplash.com/photos/abc123',
purpose: 'Paid social campaign banner'
}]
})
})
const { results } = await response.json()
// → poll GET /api/v1/validations/{id} or stream via SSEA model-agnostic control plane for hosted APIs, private deployments, fine-tuned models, and the next provider your team adopts.
Operators and engineers building the compliance layer for AI outputs: provenance, right-to-use, auditability, and enterprise security.
Practical answers for teams evaluating Souma's output compliance layer, integrations, audit evidence, and security model.
Souma is the Output Compliance Layer for AI. We sit between your AI models and your users, scanning every output in real-time before it ships.
Right-to-Use (RtU) enforcement - real-time copyright, licensing, and Terms of Service checks on every AI-generated artifact
Provenance stamping - immutable, cryptographic chain-of-custody so you always know where an output came from
Audit-ready exports - regulator-grade evidence packets generated in seconds, not weeks
Souma is model-agnostic. It works across OpenAI, Anthropic, Google, Mistral, open-source models, and custom fine-tuned deployments - one integration covers your entire AI stack.
No, you wouldn't. Souma integrates seamlessly with your existing systems - there is no rip-and-replace required.
Connect via API in under 15 minutes
Works alongside your current CI/CD pipelines, content workflows, and AI orchestration
No changes to your model providers, prompts, or deployment infrastructure
Your team keeps using the tools they already know
Souma slots into your stack as an additional compliance layer. You will see your first alert the same day you connect, with plain-language guidance and an audit-ready receipt.
Most compliance tools operate at the wrong point in your AI pipeline. Souma is purpose-built for the output layer - the last mile before content reaches your users.
Guardrails tools (Guardrails AI, NeMo) filter prompts before they reach the model - they protect inputs, not outputs
Plagiarism detectors (Turnitin, Copyscape) check text similarity after content has already shipped - they react after the damage is done
Proactive, not reactive - we intercept AI outputs in real-time before they ship
Immutable provenance, not just similarity scores - cryptographic chain-of-custody for every output
Full coverage - copyright, licensing, and ToS enforcement, not just plagiarism detection
Audit packets in seconds - regulator-ready evidence generated on demand, not assembled over weeks
Souma is built with regulatory transparency at its core. Every compliance decision includes full provenance, policy references, timestamps, and approval trails - so you always have a clear record.
Every flag ships with an audit-ready evidence packet that regulators, partners, and legal teams can verify independently
We follow your organization's specific compliance workflows rather than imposing one-size-fits-all rules
Designed for regulated industries - legal, financial services, healthcare, media, and enterprise SaaS
Souma gives your compliance and legal teams the documentation they need to confidently approve AI usage at scale.
