Protos AI delivers Adversary Risk Intelligence: one intelligence engine covering the adversaries working against an organization. It models the organization’s environment, collects early-warning signals upstream — including from first-party sources across Southeast Asia and India that Western-centric feeds don’t reach — and hunts in that environment to verify whether the organization is exposed. Delivered as a managed intelligence service or a platform, it keeps the organization in full control of the requirements and every conclusion.

What is Adversary Risk Intelligence?

Intelligence on every adversary working against you — nation-state actors, cybercriminals, fraudsters and influence operators — and the risk each poses to you. Cyber first, extending to financial crime and influence operations.

How is Protos AI delivered?

A managed intelligence service (preferred), or a platform your analysts direct in the AI workbench.

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

Nation-state intelligence, built around you.

We help security and intelligence teams know which threats are theirs, including those coming through their vendors, staff and software, and verify whether they’re exposed.

Request a Demo See the Platform

HERITAGE

Founded by ex-Booz Allen Hamilton cyber operators. Co-built and deployed with defense and homeland-security agencies since 2023, and now available to commercial enterprises.

INDUSTRIES

Who we serve

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

One real incident found among ~1,000,000 log rows, confirmed by a CISO in a sectoral community.

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

Adversaries come through third parties.

They reach you through your software, AI systems, staff and vendors, many of them across Asia, where global feeds have the least reach and the least context. 48% of breaches now involve a third party (Verizon DBIR 2026).

Generic feeds don’t fit. They can’t tell you which threats are yours: 90% of teams rely on them, yet only 26% of CISOs say intelligence shapes their decisions (SANS 2025, 2026).

Unevaluated AI doesn’t pay off. Gartner expects only 15% of large security teams piloting AI agents to see measurable gains without structured evaluation.

SOLUTION

Model. Collect. Analyze. Hunt. Track.

Understand your environment → read the threat signals targeting it → verify in a hunt whether you’re exposed.

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 · Model

You share your environment, so Protos AI knows what to model and collect.

AssetsVendorsSoftware packagesAI systemsWorkforce

02 · Collect

Agents pull signals across domains, sources and formats.

A proprietary mix of AI techniques ensures coverage and accuracy across the data pipeline.

03 · Analyze

Agents ask “what is targeting us, and how?”, not “what is this?”

Model how adversaries would target your stack
Filter out signals that don’t apply
Hand Hunt hypotheses, not feeds

04 · Hunt

Agents actively hunt to verify whether you are exposed.

Execute hunt hypotheses against your own telemetry
Identify exposed assets
Assemble the evidence

05 · Track

We put every insight on a watchlist and monitor it for changes in modus operandi.

Build on previous investigations to watchlist new adversaries and their techniques

Into your SOC

Upstream of the alert: intelligence on what is coming before an alert fires.

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

Expertise. Context. Data.

We combine nation-state intelligence tradecraft, on-the-ground Asian context and first-party data to uncover threats that Western-centric intelligence providers miss.

Pillar 1 · Expertise

We understand the threats.

Ex-Booz Allen Hamilton cyber operators with national-security backgrounds, deployed on critical missions since 2023.

Pillar 2 · Context

We operate where the threats originate.

We were founded in Singapore, and our operators read the region’s cultural context firsthand.

Pillar 3 · Data

We reach sources others can’t.

Restricted-access, first-party datasets across Southeast Asia and India, fused across cyber, financial crime and influence operations.

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

Anyone can build an AI agent.

Few can build it on nation-state intelligence tradecraft.

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.