Protos AI starts with what an organization relies on: its software, AI systems, workforce and suppliers — from the platform running a trading desk to an AI assistant with access to customer records. These operational dependencies shape its intelligence requirements. Protos AI collects against those requirements, analyzes adversary activity and assesses what is at risk. Its collection and analysis include Asian sources that require local language and cultural knowledge. Operators with national-security backgrounds built and trained the AI agents. For engagements that include hunting, Protos AI investigates customer-provided data for signs of adversary activity.

What is Adversary Risk Intelligence?

Intelligence directed by what your organization needs to protect: which adversaries pose a threat, how they could cause harm and what is at risk.

How is Protos AI delivered?

US: Buy the outcome (managed intelligence service). Singapore: Managed intelligence service or buy the software and direct it yourself, tuned by our Cyber and AI engineers.

How is Protos AI deployed?

Protos AI can be deployed in the cloud, in a private VPC, or on-premise as an AI-in-a-box, matched to your security requirements. It is ISO/IEC 27001 certified, with SOC 2 Type II in progress.

The Adversary Risk Intelligence Platform

Understand the adversary. Know what’s at risk.

We collect and interpret intelligence on the adversaries that threaten your organization, so you know what is at risk.

Request a Demo See the Platform

HERITAGE

Protos Labs serves government, defense and homeland-security agencies and multinational organizations.

INDUSTRIES

Who we serve

Proven with defense and homeland-security agencies, now expanding into government and commercial enterprises.

Defense & Homeland Security

Federal Government

Industrial, OT & Critical Infrastructure

Education & Research

Technology & Digital Media

TESTIMONIALS

What our customers say.

Used in operational environments where accuracy, speed, and trust are non-negotiable.

“Across our cybersecurity engagements, the Protos Labs team has been responsive, technically strong, and easy to work with. They give us useful findings and practical explanations — not just data — which helps our members understand the risks and make informed decisions internally. Their reporting is clear and tailored for both technical and management audiences, and they’ve stayed proactive and collaborative throughout.”

Analyst, Sectoral intelligence team

“The Protos AI platform is intuitive and easy to use, and its customised cyber threat intelligence reports align perfectly with our operational requirements. We need fast, high-confidence sensing — and Protos AI consistently delivers. It has become deeply integrated into our daily workflows and plays a key role in our AI transformation, helping our teams act on actionable intelligence quickly and confidently.”

Director, Defense & intelligence agency

“In one deployment, Protos AI surfaced a single anomalous event buried in over a million rows of our security logs — and our team confirmed it matched a real incident. That is not something we could have found manually.”

CISO, Research & education agency

“On national-security missions, Protos AI has changed what our analysts can get through. Investigations that used to take days now take hours, and the conclusions hold up to the scrutiny our work demands.”

Director, Homeland security agency

RESULTS

Results from live deployments.

Each dot ≈ 1,000 log rows

Retrospective threat hunt

For a community of dozens of research and education institutions, we correlated logs across members and narrowed ~1,000,000 log rows to command-and-control traffic. The community’s CISO confirmed it as 1 real incident.

Drawn to scale

Threat-intelligence analysis

~4 hours of analyst work per threat cut to ~15 minutes for a critical-infrastructure CTI team.

Icons are a sample; counts are from the deployment

Coordinated inauthentic behavior

17,000 comments across 6,000 profiles in Singlish, Mandarin and Chinese dialects assessed for coordinated inauthentic behavior and narrowed to 11 malicious profiles within 8 hours of first prompt, against an estimated 48 analyst-hours (3 analysts × 16 hours).

PROBLEM

Knowing about threats is not the same as knowing what threatens your organization.

Your team needs intelligence that identifies what matters, explains the consequences and directs further investigation.

Relevance. Which operations could be disrupted, where could money be lost and whose trust could be undermined?

Coverage. Hacking, fraud and influence are different routes to harm. Intelligence should cover the threats relevant to your organization.

Intelligence capacity. Answering the right questions takes collection, analysis and follow-up — tradecraft that goes beyond mere reports.

SOLUTION

Understand. Collect. Analyze. Verify.

Understand → Collect → Analyze → Verify (optional hunting through customer-provided data).

Multi-source data

Covering every signal where adversaries operate

OSINT & web searchSearch, news, RSS, web pages
Commercial intelligence feedsPremium threat data providers
Enrichment & malware analysisSandboxing, reputation, metadata
Internal enterprise toolsEDR, SIEM, asset inventory, case management
Software packagesPackages and dependencies in your stack
Social mediaPlatforms, forums, messaging
Financial documentsCase files, entity records, adverse media

Protos AI

Adversary Risk Intelligence Platform

01 · Understand

Understand what you need to protect. We identify what must keep running, what supports it and the questions your team needs answered.

SoftwareAI systemsWorkforceSuppliers

02 · Collect

We collect from sources relevant to your questions, including code repositories, vendor disclosures, forums, social media and others.

03 · Analyze

We interpret the findings, using local language and cultural knowledge where needed, and assess what the activity could mean for your organization.

04 · Verify (optional hunting)

For engagements that include hunting, we investigate data you choose to share — from telemetry and logs to onboarding records, transactions and bank statements.

We look for signs of compromise, fraud or coordinated manipulation
We explain the findings and limitations
Relevant findings are watchlisted for changes in adversary methods

Into your SOC

Intelligence is upstream of the SOC and makes the SOC more informed.

Actionable intel reportTactical, operational and strategic
Detection rulese.g. for your SIEM
Hunt packagesReady-to-run queries, IOCs and detection logic
Adversary watchlistProfiles kept current as modus operandi changes
Financial crime & fraud investigationTrace suspicious flows and patterns

Why Protos

Your priorities determine what we collect.

Our operators use national-security tradecraft to obtain targeted data, and local language and cultural knowledge to interpret what they find.

Pillar 1 · Expertise

National-security tradecraft, AI-enabled scale.

Operators with national-security backgrounds build and train AI agents for intelligence work. The AI agents do the work, while the operators review the findings.

Pillar 2

Your priorities. Our collection.

Your questions determine what we collect. We investigate the adversaries, sources, technologies and relationships relevant to what your organization needs to protect.

Pillar 3

Read what’s meant — not just what’s said.

Interpretation beyond translation. We use local language and cultural knowledge to interpret slang, dialects, coded references and narratives — and judge their relevance to your organization.

USE CASES

What do people use our platform for?

Five use cases are core today, and financial-crime investigations is expanding. Each was first built for mission-critical environments.

Use Cases

Cyber Threat Intelligence

Pre-Attack Vulnerability Management

Act on brewing exploits before a CVE drops, and map exposure within minutes after.

Software Supply Chain Risk

Assess every vendor’s cyber exposure and monitor them for active targeting.

Cyber Threat Investigations

Turn IOCs and new threat reports into actor-linked leads across your logs.

Automated Threat Hunting

Turn adversary intel into hunt plans and sweep your telemetry for compromise.

Use Cases

Fraud & Risk Intelligence

Influence Operations

Assess the narratives targeting you for coordinated inauthentic behavior, and narrow them down to the malicious profiles behind them.

Financial Crime Investigations

Enrich transactions with fraud patterns and dark web intelligence, and screen entities against sanctions, ownership structures and adverse media.

DIFFERENTIATORS

Our difference, in practice.

AWARDS & RECOGNITION

Recognized for building trustworthy AI in cyber defense

Backed by national cyber innovation programs, global AI accelerators and international security standards — proof Protos Labs meets the bar where it matters most.

Sovereign AI winner2026

CSA CyberCall 2026 Winner

Winner of the Cyber Security Agency of Singapore's CyberCall program for 2026 — recognized for advancing agentic AI in cyber threat management.

AI Accelerator Program2026

NVIDIA Inception Program

Part of NVIDIA's accelerator for startups transforming industries through advances in AI and data science.

AI Accelerator Program2026

Microsoft AI Accelerate

Selected for the AI Accelerate program run by Block71, Microsoft and Enterprise Singapore — backing the next wave of AI-native startups.

POPULAR VOTE WINNER2025

Popular Vote — Cybersec Asia Business Matching Day

Voted by attendees at the Business Matching Day hosted by Cybersec Asia, NCSA and SCBX in Bangkok — regional recognition from the cybersecurity community itself.

CSA program2021

CSA CyberCall 2021 winner

An earlier win under Singapore's national CyberCall program — a track record of innovation recognized by CSA across multiple cycles.

Industry membershipMember since 2025

GTIA Member

A proud member of the Global Technology Industry Association — part of a worldwide community advancing standards, skills, and trust across the technology industry.