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RIEMANN

COGNITIVE EDGE FIREWALL

The Cognitive Firewall that shields your enterprise AI.

Riemann intercepts and vetoes hallucinations before they compromise your systems — the first physical and logical protection barrier for enterprise AI deployments.

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Meet our technology

Active Firewall

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0% Hallucinations Detected

UNRELIABLE DATA

Business Prompt

RIEMANN

Intercept & Verify

SECURE CONTEXT

Verified Token

[SYS_LOG] Vetting sequence initialized...

[SEC_CHECK] Token consumption footprint reduced by 31.4%

[RIEMANN] Verified: zero hallucination triggers discovered

02

The problem

The bottleneck of traditional LLMs.

Companies pay an invisible "Token Tax" - wasting energy, operating budget, and sending sensitive data to commercial LLMs in public clouds without proper protection.

Tax Token

Average waste of 21% to 34% of tokens consumed in redundant processing and unfiltered hallucinations.

Compliance Risk

Sensitive corporate data travels to the public cloud without control, violating privacy policies and regulations.

Invisible Hallucinations

LLMs generate plausible but incorrect responses that propagate silently in corporate decisions and reports.

03

THE SOLUTION

Riemann: Software as Hardware.

An innovative SaaH model that runs on secure hardware at the edge (on-premises) or via encrypted AWS connections directly to vB Labs. Lossless processing with total preservation of your proprietary data.

ON-PREMISE

Dedicated Hardware

Installed on your infrastructure. Data never leaves the corporate perimeter. Total sovereignty.

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SECURE CLOUD

Encrypted AWS

Encrypted AWS Workspace with a direct connection to vB Labs. Total isolation and a complete audit.

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04

THE MATHEMATICAL PROOF

Proven differentiators in numbers.

Hallucination Shield

Precision in limited domains with a 124% increase in cognitive accuracy.

99%

99%

Token Savings

Average reduction in token consumption, which can exceed 50% in specific scenarios.

21–34%

21–34%

Ultra Speed

Average latency for small documents. 40ms to 150ms for complete pipelines.

6.8s

6.8s

Absolute Integrity

Automatic hash auditing ensures that original citations and standards are never lost.

100%

100%

05

HOW IT WORKS

Secure Access Architecture.

Remote or local deterministic processing flow with end-to-end encryption and transparent auditing for large corporate volumes.

STEP 01

AWS Workspace

The client operates within their isolated AWS workspace with encrypted data.

STEP 02

Secure Shipping

The customer operates within their isolated AWS workspace with encrypted data.

STEP 03

SaaH Processing

Riemann processes on dedicated hardware — filtering, token optimization, and validation.

STEP 04

Results & Metrics

Optimized responses return with efficiency metrics and audit logs.

06

TOTAL VISIBILITY

Riemann Control and Management Panel.

Our analytical interface provides real-time visibility into semantic data integrity, filtering coefficients, and direct savings in computational processing.

B2B PARTNERSHIP

Start with a structured benchmark.

A fast and validated 3-step journey to certify and integrate Riemann's sovereign intelligence into your enterprise infrastructure.

PHASE 01

Benchmark

Pilot test with a practical use case from your corporate domain.

PHASE 02

Evaluation

In-depth technical evaluation of multiple pipelines and compliance.

PHASE 03

Production

Recurrent and orchestrated use natively integrated into your structure.

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Meet our technology

Proprietary artificial intelligence designed for the most demanding challenges of the global market.

© 2026 Hashtag Enterprises Corp. All Rights Reserved. The Riemann and U1 engines, including all deterministic structural validation and invariant topological execution frameworks, are proprietary technologies of Hashtag Enterprises Corp.

800 West El Camino Real, Suite 180, Mountain View, CA 94040, USA

Contact@utopicsystems.ai

Proprietary artificial intelligence designed for the most demanding challenges of the global market.

© 2026 Hashtag Enterprises Corp. All Rights Reserved. The Riemann and U1 engines, including all deterministic structural validation and invariant topological execution frameworks, are proprietary technologies of Hashtag Enterprises Corp.

800 West El Camino Real, Suite 180, Mountain View, CA 94040, USA

Contact@utopicsystems.ai