The Adversary Risk Intelligence Platform
We help security and intelligence teams model their environment with AI, watch the adversaries targeting it upstream, and verify whether they’re exposed.
+ HERITAGE
Founded by ex-Booz Allen Hamilton cyber operators. Co-built and deployed with defense and homeland-security agencies since 2024, and now available to commercial enterprises.
+ INDUSTRIES
Proven with defense and homeland-security agencies and government, now expanding into commercial enterprises.
+ TESTIMONIALS
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.
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.
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.
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.
+ RESULTS
THREAT HUNT
One real incident found among ~1,000,000 log rows, confirmed by a sectoral CISO.
ANALYSIS
~4 hours of analyst work per threat cut to ~15 minutes for a critical-infrastructure CTI team.
INFLUENCE OPERATIONS
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).
PROOF-OF-CONCEPT
One live use case, run end to end.
+ PROBLEM
Adversaries now reach you through your software packages, your AI systems, your staff and your vendors. By the time an alert fires, it’s too late.
Why now
01
Adversaries have moved upstream to target people, vendors and common technologies.
02
Geopolitics has turned supply chains and influence operations into frontline arenas for battle.
03
AI has made intelligence work scalable for the first time, albeit both for the adversary and the defender.
+ SOLUTION
Understand your environment first, then intelligence that executes. We tailor collection to your environment, then our agents and operators execute collection, analysis and the hunt in it at machine scale, with your team in command, ending in one answer: Are you exposed or not?
+ PILLARS
On a proven foundation: built by intelligence operators, proven on national security missions.
Pillar 1 · Understand
We model your assets, vendors, software, AI systems and workforce, so collection targets what actually puts you at risk, not generic data from a shared feed.
Pillar 2 · See
The threat signals targeting your environment — interpreted with cultural context and drawn from restricted-access, first-party sources other vendors don’t reach — and the defensive measures to put in place before the fact.
Pillar 3 · Act
We carry every finding into a hunt in your environment, ending in one answer: Are you exposed or not?
+ USE CASES
Five use cases are core today, and financial-crime investigations is expanding. Each was first built for mission-critical environments.
Use Cases
Turn IOCs and new threat reports into actor-linked leads across your logs.
Assess every vendor’s cyber exposure and monitor them for active targeting.
Act on brewing exploits before a CVE drops, and map exposure within minutes after.
Turn adversary intel into hunt plans and sweep your telemetry for compromise.
Use Cases
Assess the narratives targeting you for coordinated inauthentic behavior, and narrow them down to the malicious profiles behind them.
Enrich transactions with fraud patterns and dark web intelligence, and screen entities against sanctions, ownership structures and adverse media.
+ DIFFERENTIATORS
Few can build it on nation-state intelligence tradecraft.
We’re deployed on critical national-security missions where real-world data is messy and large-scale — conditions where AI agents often hallucinate.
Most intel vendors show you what their collection already holds. We go and collect what you need, and check it against your environment.
Our operators know the region: localized data — Tagalog groups, Chinese-language channels, regional forums — mean little without the culture behind them.
Every conclusion traces to its sources and reasoning. Our proprietary Trust Fabric is a data-driven evaluation for AI outputs; it scores output on accuracy, reliability, consistency and speed. We apply it at POC and continuously after go-live.
+ AWARDS & RECOGNITION
Backed by national cyber innovation programs, global AI accelerators and international security standards — proof Protos Labs meets the bar where it matters most.
Winner of the Cyber Security Agency of Singapore's CyberCall program for 2026 — recognized for advancing agentic AI in cyber threat management.
Part of NVIDIA's accelerator for startups transforming industries through advances in AI and data science.
Selected for the AI Accelerate program run by Block71, Microsoft and Enterprise Singapore — backing the next wave of AI-native startups.
Voted by attendees at the Business Matching Day hosted by Cybersec Asia, NCSA and SCBX in Bangkok — regional recognition from the cybersecurity community itself.
An earlier win under Singapore's national CyberCall program — a track record of innovation recognized by CSA across multiple cycles.
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A proud member of the Global Technology Industry Association — part of a worldwide community advancing standards, skills, and trust across the technology industry.
We build every POC on your own workflows, playbooks and data sources, with success criteria agreed with you at kickoff.
Nation-state intelligence, for every organization facing a real adversary.
ISO/IEC 27001:2022 certified · SOC 2 Type II in progress
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