Souma

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The Output Compliance Layer
for AI TeamsProvenance • Right-to-Use • Auditability so you can ship AI safely at enterprise scale.

Souma stamps every AI output with provenance, blocks copyright/ToS violations before they reach customers, and ships regulator-ready evidence so you can scale from 100k to millions of outputs safely.

AI Output Compliance Crisis

AI-native teams ship millions of AI outputs every month—far beyond human review—without provenance, right-to-use checks, or audit evidence.

1.2-3.5M

AI outputs / month / department

Marketing, product, HR, and support teams now generate millions of AI outputs every month.

$200M+

Active copyright lawsuits tied to AI outputs

Statutory damages range from $750 to $150k per infringing output, even before reputation cost.

37%

Fortune 500 legal chiefs list AI provenance as a top-3 risk

Most AI teams lack provenance, right-to-use checks, or audit logs regulators now expect.

Meet Your AI Associates

Purpose-built AI compliance associates checking every AI outputs for liveness and right to use (RtU) statuses, delivering instant audit-ready reports.

Provenance signature

Every output stamped with source + model metadata.

Liability sits in the outputs. No platform certifies them.

GenAI teams are shipping content at massive scalebut they cannot prove where it came from or whether it is legally safe.

01

Exploding output volume

AI-native teams generate 1.2-3.5M outputs every month per department; volume is scaling 10x YoY beyond human review.

02

Legal & compliance exposure

Copyright lawsuits tied to AI outputs already exceed $200M with $750-$150k in statutory damages per infringing output.

03

Provenance & monitoring lag

37% of Fortune 500 legal chiefs rank AI provenance as a top-three risk because teams lack traceability, RtU checks, or audit logs.

04

Regulatory pressure is imminent

EU AI Act and copyright enforcement now demand provenance, traceability, and defensible human oversight for generated content.

Output Compliance, End-to-End

From provenance stamping to audit evidence, all inside one API.

Drop in sensors via API / SDK

Embed Souma in prompts, agents, and delivery channels in under 15 minutes.

Stamp every AI output

Capture model, prompt, parameters, and source references so every artifact has provenance.

Enforce right-to-use in real time

Scan for copyright, licensing, and ToS violations before content reaches customers.

Ship audit-ready evidence

Generate regulator and partner-ready packets with timestamps, approvals, and policy context.

The Output Compliance Layer

Tailored to Your Firm

Work directly with our forward-deployed engineers to customize Souma Agents for your workflows.

Schedule a demo
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Provenance Signatures

Every output stamped with prompt, model, parameters, and source references.

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Right-to-Use Verification

Copyright, licensing, and Terms-of-Service checks before publish.

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Continuous Monitoring

Always-on scanning with violation and drift alerts for every AI output.

Souma

Output Compliance Engine

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API-First Integration

Pipeline-level hooks that create 12-18 month switching cost.

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Audit-Ready Evidence

DMCA-grade dossiers and regulator packets on demand.

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Security & Governance

Built for SOC2, GDPR, and on-prem options for regulated teams.

Team Experience

Our team blends enterprise-grade engineering, applied NLP, and deep compliance expertise. We’ve delivered complex surveillance and investigation systems and production-scale NLP platforms at leading tech and finance companies—bringing 10+ years of collective experience. See where we’ve worked, who backs us, and the teams we’re actively building for.
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Frequently Asked Questions

Answers to common questions about Souma and output compliance. If you have any other questions, please don't hesitate to contact us.

Souma focuses on AI outputs. We stamp provenance, enforce right-to-use (copyright + ToS), and generate audit evidence across any LLM—so you can defend every artifact, not just prompts.

De-Risk Every AI Output

Scale from 100k to millions of AI outputs with provenance stamping, RtU enforcement, and regulator-ready evidence.