FeaturePrint® Optical-AI Technology

Every physical object has a unique identity.
Now you can see it. And use it.

FeaturePrint uses machine vision to identify, verify, and trace physical items from their inherent surface features. No labels, no barcodes, no tags, no chips — just a photo from a standard camera, even a mobile phone.

TIME Best Inventions 2023 Best Optical AI Solution 2023 55+ Issued Patents >99.9% Accuracy

What FeaturePrint Is

Misidentification has real consequences.

Across every industry, organizations rely on barcodes, tags, labels, and etchings to identify and serialize physical items. These proxies can be damaged, removed, transferred, or counterfeited. When the wrong item enters your supply chain — either by mistake or through fraudulent activity — the consequences can be severe, ranging from financial loss to health & safety hazards.

FeaturePrint® is Alitheon’s patented optical-AI technology that reads the inherent microscopic surface features of any physical object — the natural texture, grain, and irregularities present in every manufactured item — and converts them into a unique, compact digital identity. Like a fingerprint for physical things. No marks, no tags, no modifications of any kind are added to the object. A standard camera — including a mobile phone — is all that is needed to enroll or verify an item at any point in its lifecycle.

Circuit board, pharmaceutical bottles, luxury watch, and automotive component showing damaged and unreadable identification labels across industries

How It Works

Three steps. One photo.
Absolute identity.

FeaturePrint leverages the inherent micro-variations in every manufactured object — like a fingerprint for physical items. No modification. No special equipment. No training data.

Take a Photo

Capture an image using any standard off-the-shelf camera — a mobile phone or industrial camera. No special equipment needed.

FeaturePrint Created

Our optical-AI analyzes the object’s unique surface micro-features and creates a compact digital fingerprint — no larger than 500KB. No Training Data needed. Object agnostic.

Identify, Authenticate, Trace

At any point in the value chain, take another photo. FeaturePrint matches it with >99.9% accuracy and zero false positives.

Cameras: No Special Cameras. Phones or standard industrial cameras are all that is needed.
Additives: None. No markings, no barcodes, no modification required.
Training: None. No training data needed — works on any object, out of the box.
Accuracy: >99.9% with zero false positives

Why FeaturePrint Is Better

The Only Zero-Trust System for Physical Items.

Capability Additive TechnologiesQR, RFID, NFC, etc. Machine LearningVision-based ML FeaturePrint
Item does not need modification
No training data needed
Simple integration
Identifies class
Identifies the ONE of many
Tamper proof

Built Here. Owned Completely.

FeaturePrint was conceived, engineered, and commercialized entirely by Alitheon's own team — with no reliance on university research, open-source models, or third-party algorithms. That independence is backed by more than 55 issued patents, giving Alitheon clear and unencumbered ownership of the technology. For customers and partners, that distinction matters: when you rely on FeaturePrint, you are relying on a foundation with no hidden licensing entanglements, no exposure to third-party IP disputes, and no risk that a change in someone else's terms disrupts your operations. Alitheon's investment in protecting its intellectual property is ultimately an investment in protecting yours.

Where We Add Value

One technology. Two transformative capabilities.

Damaged certificates, barcodes and identification proxies scattered on a shipping yard — the problem FeaturePrint solves

Anti-Counterfeit & Brand Protection

Authenticate the specific item — not just its class. FeaturePrint irrefutably verifies that the product in hand is the exact product that was manufactured, eliminating counterfeits, grey-market diversion, and fraudulent substitution at the individual item level. Full traceability and provenance from origin to end user. Think of it as Zero Trust for Things.

Automated inventory management in a modern warehouse

Inventory & Asset Management

Instantly identify and trace every individual item through its entire lifecycle — from manufacturing to distribution, field use, returns, and reuse. Full traceability across the supply chain. Eliminate human error with no-touch, camera-based serialization at scale.

Industries We Serve

Deployed where getting it wrong is not an option.

FeaturePrint operates in high-consequence environments where misidentification or fraud can result in financial loss, reputational damage, and health & safety risks.

Luxury goods and precious metals requiring authentication and provenance

Luxury Goods, Collectibles & Precious Metals

Protect brand integrity, verify provenance, and eliminate counterfeiting in high-value consumer markets.

Healthcare products requiring authentication and supply chain security

Healthcare

Secure the medical supply chain against counterfeit drugs, devices, and grey-market diversion.

Automotive and aerospace components requiring authentication and traceability

Transportation — Automotive & Aerospace

Ensure every component is authentic and traceable through complex, global supply chains.

Government and military operations requiring secure inventory management and authentication

Government & Military

Streamline inventory management and prevent fraudulent parts from entering sensitive government and military systems.

Electronics and datacenter components

Electronics & Datacenters

From circuit boards to server hardware, FeaturePrint serializes and authenticates electronic components without labels or markings.

Built for environments where identity is not optional.

In high-consequence sectors, the wrong item — whether from human error or intentional substitution — can cause cascading failures. A counterfeit brake component in an aircraft. A fraudulent drug administered to a patient. A grey-market chip installed in a defense system.

FeaturePrint provides the certainty these environments demand: a tamper-proof, inherent digital identity that cannot be faked, removed, or transferred.

No-touch identificationNothing is added to or altered on the item
Tamper-proof by designThe identity is inherent — it cannot be counterfeited
Resilient in real worldWorks with damage and contamination
Zero operational frictionDeploys with standard cameras and workflows

Defensibility

Built on a foundation that protects you too.

FeaturePrint is backed by a robust patent portfolio spanning 55+ issued patents across optical-AI identification, authentication, and traceability. When you deploy FeaturePrint, you are not just adopting a technology — you are building on an IP-protected foundation that shields your operations, your partnerships, and your competitive position.

Defensibility
55+ Issued Patents Deep IP coverage across optical-AI identification, item authentication, serialization, and supply chain traceability — protecting the core technology that underpins your deployment.
Protection from Imitation Partners and customers deploying FeaturePrint operate under the umbrella of Alitheon’s IP. Third parties cannot legally replicate the approach, safeguarding your competitive advantage.
Long-term Technology Security Alitheon’s ongoing investment in R&D and patent prosecution ensures the technology roadmap remains protected and continues to advance without exposure to competitive erosion.
No Single Point of Failure Unlike tag- or label-based systems that can be challenged or invalidated, FeaturePrint’s inherent item identity is grounded in physics — making the IP that describes it uniquely durable.

“Using Alitheon’s FeaturePrint technology, we were able to validate and authenticate our products with unprecedented accuracy without the use of barcodes, QR codes, or physical tags! This breakthrough allows us to move toward a future where every individual item can tell its own story.”

1LT Drew Campbell, QM101st Airborne, U.S. Army

“With Alitheon’s technology, we are closing the gaps in gold tracking, providing more transparency from mine to end user.”

Robin KolvenbachCEO, Argor-Heraeus
∮ ∇ Σ ∂ ∞ ∫

Mathematical Foundation

The FeaturePrint Equation

Our no-touch serialization is grounded in a proprietary mathematical function — transforming any physical surface into a verifiable digital identity from a single photo.

$$\Phi_{f}(s) = \lim_{\epsilon \to 0} \left[ \sum_{i=1}^{\mathcal{P}_{59}} \oint_{\Sigma} \nabla \Gamma(x_i) \cdot d\mathbf{A} \right] \approx \mathbb{1}_{\{ \alpha > 99.9\% \}}$$

ONE PHOTO  ·  ONE SURFACE  ·  ONE IDENTITY

Φf(s)
The FeaturePrint Function
Transforms a physical surface s into a unique digital mathematical identity.
55+
𝒫59
The Patent Constraint
References the 55+ issued patents protecting the core summation of the technology.
Σ ∇Γ(xi)
The Surface Gradient
Our proprietary algorithms analyze the microscopic peaks and valleys of the object's texture — like a topographic map.
ε→0
limε→0
The Zero-Tolerance Factor
As the margin for error approaches zero, the identity remains stable — zero false positives.
𝟙{α>99.9%}
The Accuracy Indicator
Identification confidence α consistently exceeds 99.9% — critical for high consequence industries.

About Alitheon

IF NOT ME, WHO?

IF NOT NOW, WHEN?

Founded in 2017 by pioneers in advanced mathematics and machine vision, Alitheon set out to solve the $4 trillion problem of counterfeit goods, untraceable items, and poor physical identification.

Today, with over 55 issued patents and a relentlessly driven team, we are leading the disruption of this industry — and having a great time doing it.

Alitheon team

Leadership Team

Lisa Fulle
Lisa F.
Chief of Finance
Phil Derbyshire
Phil D.
Chief of Customers
Mark Tocci
Mark T.
Chief of Technology
Roei Ganzarski
Roei G.
Chief Executive Officer
Brent Scheffler
Brent S.
Chief of Engineering
Iris Nadir
Iris N.
Chief of Staff