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.

Pre-Attack Vulnerability Management Act on brewing exploits before a CVE drops. Captions are on screen.

HERITAGE

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

INDUSTRIES

Who we serve

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

Defense & Homeland Security

Federal Government

Industrial, OT & Critical Infrastructure

Education & Research

Technology & Digital Media

TESTIMONIALS

What our customers say.

Used in mission critical 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 real deployments.

~1MLog rows investigated

One CISO-confirmed incident identified.

1,000,000log rows checked1incident foundIncident
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.

15 minPer-threat analysis

Reduced from ~4 hours in a critical-infrastructure deployment.

~15 minanalyst time per threat~4 hours~15 min01h2h3h4h
Drawn to scale

Threat-intelligence analysis

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

17KComments investigated

11 malicious profiles identified among 6,000 profiles within eight hours.

17,000comments6,000profiles11malicious profiles
Icons are a sample; counts are from the deployment

Coordinated inauthentic behavior

For a homeland-security agency, 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.

A CVE, an IOC or a suspicious social media profile is only the starting point.

Which assets are exposed? Who is behind the activity? Is there evidence of compromise or coordination?

Protos AI investigates the questions that threat data alone cannot answer.

SOLUTION

From adversary signals to what’s at risk.

The signal is the starting point. Not the deliverable.

Protos AI connects intelligence, investigates its relevance and turns the findings into reports, exposure assessments, detection packages and investigative evidence.

Multi-Source Intelligence

Going beyond conventional search to find and interpret the signals that matter.

Enterprise and restricted-source data accessed only where authorized.

Protos AI

Adversary Risk Intelligence Platform

Expert-directed AI • Cross-source analysis • Evidence-backed findings

What You Get

From early warning to exposure, investigation and action.

Relevant findings can be monitored as adversary activity evolves.

One signal. Deeper intelligence. Clearer action.

See how Protos AI connects intelligence to the questions that matter to your organization.

From an emerging cyber threat to knowing which assets may be exposed.

Illustrative scenario — fictional asset counts.
  1. 01 · The Signal

    Emerging Exploit Activity

    “Adversaries are discussing exploitation of a widely deployed remote-access gateway.”

    Sources may include vulnerability advisories, technical research, security communities and relevant public intelligence.

  2. 02 · Protos AI Analysis

    Customer-Specific Assessment

    Protos AI investigates the activity and correlates it with an approved customer asset inventory.

    • 12relevant gateways identified
    • 3internet-facing
    • 2running affected software versions
    • 1both internet-facing and running an affected version
  3. 03 · What the Customer Receives

    Early-Warning Brief

    “Emerging exploit activity relevant to your infrastructure.”

    Includes threat context, confidence, adversary activity and recommended priorities.
    Exposure Report

    “1 internet-facing asset identified as potentially exposed.”

    Includes affected assets, software versions, relevant dependencies and remediation priorities.
    Detection & Hunt Package

    “Ready-to-run queries to investigate suspicious gateway activity.”

    Includes detection logic, indicators and investigation guidance.
  4. 04 · Verification (Optional)

    Verified Exposure Assessment

    With approved customer telemetry, Protos AI investigates the affected systems and provides findings, supporting evidence, investigation scope and limitations.

Know the threat → Know what may be exposed → Know what to investigate

Why Protos

Intelligence built around what matters to you.

Built by ex-national-security operators, Protos AI combines targeted collection, deep analysis and actionable intelligence.
‍

Pillar 1 · Expertise

Your questions drive the investigation.

Your priorities determine what we investigate and where we look — not a one-size-fits-all intelligence feed.

Pillar 2

Go beyond search and keywords.

Others do a surface scrape. We investigate unindexed links, videos, transcripts and comment threads, combining deep analysis with cultural and linguistic context.

Pillar 3

Take action, not just feeds.

Go beyond threat summaries with exposure assessments, detection and hunt packages, and evidence-backed investigation findings. Optional hunting can help verify suspicious activity using approved customer data.

USE CASES

Go beyond knowing. Start investigating.

From early exploit signals to suspicious activity buried in logs and online discussions, Protos AI helps teams investigate what matters.

Use Cases

Cyber Threat Intelligence

Pre-Attack Vulnerability Management

Before the CVE. Before the scramble. Surface early exploit signals, including activity before a CVE is published, and identify which assets may be exposed.

Software Supply Chain Risk

Your supplier's exposure can become yours. Connect software and supplier intelligence to your dependencies and identify signs of active targeting.

Cyber Threat Investigations

An IOC is a lead, not an answer. Turn threat indicators and reports into actor-linked leads for investigation against your logs.

Automated Threat Hunting

Don’t stop at the hunt plan. Turn adversary intelligence into executable hunt queries and, when authorized, perform the actual hunt on customer-provided telemetry.

Use Cases

Fraud & Risk Intelligence

Influence Operations

Find the coordination behind the conversation. Go beyond mentions and sentiment to investigate narratives, multilingual discussions and the profiles behind potentially coordinated activity.

Financial Crime & Fraud Investigations

Follow the money. Follow the digital trail. Investigate suspected fraud and financial crime using financial records, forensic images, case files and online intelligence.

AWARDS & RECOGNITION

Recognition & Industry Programs

Recognized through national cyber innovation programs and participation in global AI and technology initiatives.

CSA CyberCall logo
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.

NVIDIA Inception Program member logo
AI Accelerator Program2026

NVIDIA Inception Program

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

Microsoft AI Accelerate program logo
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.

Cybersec Asia Business Matching Day Popular Vote award
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 CyberCall logo
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.

GTIA Global Technology Industry Association member logo
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.

Put Protos AI to the test.

Start with a 4-week proof-of-concept. Evaluate Protos AI using your workflows, relevant data and success criteria agreed at kickoff.

See Protos AI on your own data.

See Protos AI on your own data
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