Explainable identity risk

Stop fake users.Keep real growth moving.

Connect device, network, behavior and account evidence into one living identity graph. Make faster fraud decisions without turning trusted customers into false positives.

Trueonic
Overview
Accounts
Graph
Signals
Rules

Risk command center

Live identity activity · Production

Decision engine online

Real users

13,027

Needs review

950

High risk

7,476

Identity traffic14 days
Risk by geography

Identity check

Session fs_8bf2...

78risk score
REVIEW IDENTITY
Shared device4 accounts
Networkproxy likely
Emaildisposable
Device match96%
Blocked-user link0.91
DecisionReview

One intelligence layer across the full customer journey

Probabilistic device linkage
VPN, proxy & TOR evidence
Temporal identity graph
Explainable risk models

0

independent fingerprint layers

0+

linked identity entity types

0

interpretable model features

0

auditable rule operators

One intelligence layer

Combine real-time signals and identity context to stop fraud

Start with the data you already have, then add deeper device, network and behavior context through one consistent decision API.

Live evidence preview
session_fs_2d8c

San Francisco

allow

London

review

Singapore

block

Sydney

review

Location evidence

Know when the claimed location and network story disagree

Compare network geography, timezone, locale, ASN and proxy evidence. Every mismatch includes confidence and source evidence instead of a bare suspicious-location flag.

Confidencecalibrated
Data qualityexplicit
Sourcetraceable
Decisionexplainable
The problem

Fraud is quietly eating your growth numbers

Most teams only notice abuse after the payout. Trueonic connects the dots in real time, so you act on the first sign, not the tenth.

Signup & device farms

Hundreds of accounts spun up on emulators, datacenters and rotated browser profiles to drain bonuses and trials.

Incentive abuse

Referral rings, promo stacking and mass reward claims that look like growth until the chargebacks land.

Multi-accounting

One person, many accounts. Shared devices and residential proxies slip past naive rule checks.

Account takeover

Credential-stuffed logins from new devices and countries with velocity and impossible travel that rules alone miss.

Device intelligence

A device is a changing thing, not a hash

Six independent fingerprint layers (browser install, hardware, graphics, runtime, storage and environment) are matched probabilistically and weighted by rarity. A browser reset keeps the same physical device. Two identical office PCs never collapse into one identity.

  • Browser resets and storage clears do not create new devices.
  • Rare combinations weigh far more than Chrome + Windows + 1080p.
  • Anti-spoof consistency checks catch tampered environments.
Fingerprint similarityconf 0.96
browser_installation98% · permanent
hardware97% · permanent
graphics96% · permanent
runtime88% · semi
storage82% · semi
environment74% · semi
Network intelligencevpn · proxy
VPN86%
Residential proxy71%
TOR4%
Datacenter92%
Anonymizer78%
evidence: asn.known (M247 AS9009) · dataset.tor (81.16.33.42/32) · tz vs geo
Network & IP

Probabilities with receipts, never "VPN: true"

Every network is scored by ASN type, reverse-DNS hints, real TOR and abuse feeds, and client-side consistency. Residential proxies are scored by provider reputation, not guesswork. Each signal ships with visible evidence.

  • TOR exits tracked from the official Tor Project feed.
  • Timezone / locale / latency consistency checks.
  • Datacenter and hosting IPs scored with confidence.
Identity graph

The temporal graph is the core differentiator

Accounts, devices, browsers, IPs and identities become nodes. Every link carries confidence, evidence and a decay half-life. A café IP shared two years ago weighs almost nothing; a unique device match five minutes ago dominates. Investigators see why two accounts are connected, not just a number.

  • Rarity-aware linking: shared networks never over-count.
  • Fraud rings surface from clusters + monetary exposure.
  • Compare any two accounts in one click.
ABC
Accounts Devices IPs Emailsedge width = link confidence
How it works

From zero to protected in an afternoon

Install

A few lines in your frontend. Sessions and signals stream in without blocking rendering.

Associate

One backend call ties the session to your internal account. No sensitive PII required.

Decide

Features, graph, velocity, rules and models resolve into an explainable decision in milliseconds.

Investigate

Search, graph, compare, case-manage, and label outcomes that sharpen your model.

Decisions that learn

Rules, then statistics, then ML, in that order

Deterministic rules and graph features do the heavy lifting. Backtest every rule against real sessions before publishing. Nothing rewrites history. Then a transparent model trained on your labels sharpens the edges, with real precision and recall metrics.

Rules + backtesting

Velocity-aware WHEN / THEN rules.

Lists & labels

Block lists + human feedback loop.

Tenant-trained ML

Interpretable logistic regression.

Rule backtestMULTI_ACCOUNT_WITH_ANON
New blocks1241
New reviews2758
Legit impacted0.4%0.7%
Sessions evaluatedNone2,412
persist: false · history never rewritten
Security & compliance

Enterprise-grade by default

Tenant isolation

Every record is scoped to organization + project. Cross-tenant access is rejected and tested.

Encryption at rest

Sensitive PII encrypted with AES-256-GCM; deterministic hashes used for exact matching.

Deployment choice

Deploy in our cloud or your own VPC. Regional deployments supported.

Privacy by design

No keystrokes, no private-field text, no permission bypasses. Retention and deletion are configurable.

Pricing

Simple pricing that scales with you

Sandbox

For evaluating Trueonic with test data and keys.

Free

  • Private sandbox workspace
  • Browser and server SDKs
  • Explainable decision API
  • Synthetic fraud scenarios
Create sandbox
Most popular

Production

For high-volume platforms where fraud is material.

Custom

  • Live sessions and accounts
  • Rules + backtesting
  • Graph & rings analytics
  • Webhooks & audit
  • Priority support
Talk to us

Enterprise

For regulated and global platforms.

Custom

  • Organization roles and project access
  • Audit and API request logs
  • Account export and deletion workflows
  • Tenant-trained risk models
  • Volume and deployment planning
Talk to us

Built for product velocity

Start simple. Investigate deeply when it matters.

Begin with an email-only check, add server-side IP context, or connect the browser SDK for persistent device and behavioral intelligence. Every integration tier uses the same explainable decision response.

Explore Trueonic

Product detail without the marketing fog.

See the complete flow

Stop losing growth to fraud

See the platform in action against real abuse patterns. Book a demo and we'll walk you through device intelligence, the identity graph, and rules that pay for themselves.