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Behind our technology

The five faces of review fraud

Fraudulent reviews are more than just misleading feedback - they're a costly form of fraud that can severely damage your business

Competitor Sabotage
Terrible service, found bugs in my food" - posted by rival businesses
Purchased Praise
Identical 5-star reviews from purchased accounts: "Great product, fast delivery!
Coordinated Attacks
Sudden flood of negative reviews from fake accounts targeting your reputation
Artificial Promotion
"Best product ever! Changed my life!" - mass-produced by paid reviewers
AI-Generated Deception
Multiple perfectly-worded, generic reviews generated by AI tools

Our technology

Whether you're optimizing marketing, improving sales, refining products, or making strategic decisions, HEDI makes your business more effective and efficient.

CX brand product

Reputational Intelligence

Track and analyze user identities across platforms to build comprehensive profiles of known bad actors. By maintaining an evolving database of fraudulent behavior, we help you proactively prevent repeat offenders from targeting your platform

Network Analysis

Uncover hidden fraud rings through advanced pattern detection. Our clustering technology reveals connections between seemingly unrelated activities, exposing coordinated fraudulent operations and their key players.

réputation product
UI Elements, time management app.

Behavioral Detection

Leverage our advanced LLM to analyze user patterns and identify suspicious activities. We spot non-genuine behaviors as fraudsters attempt to maintain artificial reputations, catching subtle signs of manipulation that humans might miss.

Linguistic Analysis

Combat both human and AI-generated fake content through sophisticated language pattern detection. Our system identifies telltale signs of paid reviews and flags AI-generated content, stopping fraudsters from scaling their deceptive operations.

UI Elements, time management app.

How it works

In few steps

Our platform

Access our latest products via our development platform, hosted in the European Union.

Easy management

The Platform is the preferred way for developers to access all Hedi ML.
- Immediate access to our technology: Access our models at the best value for money.
- Guides and community: Use our guides and interact with our community to build your applications.
- Secure and compliant: Your data is encrypted in storage (AES256) and in transit (TLS 1.2+).

from HediAPI.client import HediClient

api_key = os.environ["HEDI_API_KEY"]
model = "hedi-stella"

client = HediClient(api_key=api_key)
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