Superficial for Enterprise
Superficial delivers complete hallucination elimination for your organisation's AI workflows.
Why Superficial for Enterprise
In regulated, high-risk environments, unverifiable AI outputs aren't just inaccurate, they're a liability. Superficial eliminates hallucinations with high precision claim extraction and verification, built for auditability, traceability, and compliance.
Validated against Google DeepMind's FACTS Benchmark, Superficial delivers 99.84% one-shot factual accuracy across all major models. Enterprise controls allow edge cases to be flagged with precision, enabling 100% hallucination elimination through configurable review workflows.
Superficial works in real time by:
- Extracting granular atomic, verifiable claims from AI output
- Verifying each claim against user-selected public sources, private documents, or internal / professional databases
- Applying corrections or flagging unverifiable content - with every change fully logged
The result: end-to-end provenance and source attribution for every model output - fully aligned with the traceability, transparency, and accountability principles of global regulations such as the EU AI Act.

Enterprise Benefits
- Deterministic Verification - No guesswork. Each claim is verified or flagged, with full traceability
- Audit-Ready Logging - Every correction is attributed, timestamped, and exportable
- SLAs & Performance Guarantees - Low-latency, high-uptime infrastructure with dedicated support
- Custom Environments - Deploy in your cloud, with full control and compliance alignment
A powerful auditor for high-stakes AI use cases
Built to meet the demands of the EU AI Act
The EU AI Act requires high-risk systems to be transparent, auditable, and grounded in verifiable evidence. Superficial delivers deterministic claim verification, full audit trails, and exportable compliance reports - all by design.
Compliance isn't optional, and with Superficial, it isn't manual either.

Our models
Low-latency, high precision claim extraction and grounding models with deterministic post-verification to ensure traceable, high-reliability AI outputs.
Flash 1
Our fastest, most affordable model for real-time, lower stakes use cases.
Pro 1
Our balanced model with low latency and high claim granularity for most applications
Ultra 1
Our highest claim granularity with expansive grounding effort for critical, zero-miss, high-stakes uses.
Let's talk
We start all engagements with a fully resourced pilot. Tell us about your AI workflows and requirements below, and our team will get in touch to discuss solutions.