AI-Powered Cyber Analytics & Defense
Detect the zero-days with advanced AI and big data. Our solutions uncover "unknown unknowns" by analyzing patterns others miss. This proactive approach helps you stop emerging attacks before they cause damage.
AI-Driven Cybersecurity, built for tomorrow
Stop hand-tuning static rules in a constantly evolving threat landscape. Our AI continuously learns and adapts to new attack vectors exploits and zero-day attacks. As a result, your SecOps and SOC teams can focus on real threats, not paperwork, boosting readiness and slashing security costs.
AI empowered Cybersecurity to protect where rules fail
End-to-End Incident Transparency
We use AI to triage alerts and manage low-fidelity tasks, freeing your SOC to focus on high-impact threats. Our solutions deliver clear, client-ready reports—detailing what happened, resolution steps, and risk mitigation—within critical SLAs and time-to-notify windows.
Detection-Oriented Data Engineering
We securely ingest and normalize large volumes of telemetry for fast detection and alerts. Our vendor-agnostic, scalable pipelines feed AI-ready data lakes. By correlating low-fidelity signals, we deliver high-quality alerts early in the kill chain and help broaden MITRE ATT&CK coverage.
Compliance & GenAI Cybersecurity Best Practices
We embed compliance and GenAI security from day one. Our CISSP-certified experts align systems with ISO 27001, HIPAA, GDPR, PCI DSS, and NIST—minimizing audit friction and risk. For GenAI, we map OWASP Top 10 threats, then provide full-spectrum protection: secure development, cloud hardening, and continuity planning.
Cyber Kill Chain diagram
01
Reconnaissance
Scouting for data like emails and user credentials.
02
Weaponization
Crafting a targeted cyber weapon, like malware.
03
Delivery
Sending the weapon via phishing, web or removable drives.
04
Exploitation
Using the weapon to breach and run code on the system.
05
Installation
Setting up the malware to stay on the system.
06
Command & control
Taking remote control for future actions.
07
Actions on objectives
Executing the end goal, like data theft or system damage.
Security Solutions for every growth stage
Transform your SOC with AI-powered triage, investigation, and high-fidelity alerting. Our solution boosts expert effectiveness by minimizing noise, enhancing detection, and aligning machine learning with real-world security outcomes.
What solutions we offer
- 01
Open Source-Powered Threat Detection
We train foundation models with open-source threat intelligence, transforming them into seasoned security experts capable of spotting novel attacks—even when traditional signatures don’t exist.
- 02
AI-Powered Escalation and Investigation
Reduce admin overhead with AI-assisted investigation content and escalation paths, enabling your experts to focus on decision-making, not data gathering.
- 03
Actionable, Risk-Aware Alerts
Avoid alert fatigue with contextual, risk-prioritized notifications. Our AI system automatically filters out false positives and highlights what matters most for expert attention.
- 04
Real-Time Signal Correlation
We unify low-fidelity signals from typically siloed sources to generate high-fidelity, actionable alerts that allow analysts to apply creative thinking and critical expertise.
- 05
Proactive AI Defense Beyond Signature Curation
Move past reactive, rule-based defenses. Our AI enables precise, proactive responses—even against zero-day attacks—by learning and adapting dynamically.
- 06
ML Ops Tuned for Cybersecurity Success
We align AI optimization with cybersecurity metrics like time-to-detect, true-positive ratios, and MITRE ATT&CK coverage. Using A/B testing and canary deployments, we continuously fine-tune models to counter evolving threats.
- 07
Advanced Detection and User Behavioural Analytics
Only the most credible alerts - true positives - make it to your SOC or SecOps, with risk-based scoring supported by UBA. No more sifting through irrelevant noise.
Why Montrose Software?
Cybersecurity Expertise
10+ years helping SOC and SecOps teams with ML/AI security in fast-growth and regulated environments.
AI-Powered Detection
Patented AI models uncover hidden attacks and eliminate false positives.
Actionable Forensics
Detailed incident reports, forensic analyses and post-breach documentation.
Big Data Scalability
We help XDR, MDR, and MSSP teams process up to 5GB of behavioral security data per second.
Rated for excellence
Partners rate us 4.9/5 for custom software development. We believe the success of a digital product depends on exceptional delivery.
I was impressed with their quality of work.
Director of Client Side Development
Bond
Strengthen your cybersecurity posture with future-ready solutions!
From AI-driven threat detection platforms to enterprise-grade compliance solutions, we build secure, scalable cybersecurity systems - designed for today’s complexity and tomorrow’s challenges.Ready to start your project?
Why leading companies trust us
We speak the language of SecOps. With CISSP-certified expertise and 10+ years supporting SOC and SecOps teams, we build trusted, scalable solutions - from patented AI models and ML-driven analytics to client-facing forensic reports - that meet the demands of modern cybersecurity.
Trusted by Fortune 500 companies
ISO-certified development processes
13+
Years of industry experience
Data security and compliance guarantees
Get started with your project today!
Ready to turn your ideas into reality? We're here to help you every step of the way. Reach out to us and let's kickstart your project with a free consultation.
hello@montrosesoftware.comFrequently asked questions
We train our AI using proprietary data that no one else has access to—giving it unique insight into your specific environment. This is further enhanced with Open Source Intelligence, enabling the AI to evolve into a true cybersecurity expert capable of detecting even emerging and signature-less threats.
Our patented AI models use advanced pattern recognition and sequence analytics to surface true positives and suppress irrelevant signals. This means faster triage and fewer false alarms for your SecOps team.
Yes. We build systems aligned with ISO 27001, HIPAA, GDPR, PCI DSS, and other frameworks. Our engineering approach embeds compliance into your architecture from day one—making audits smoother and reducing risk. All solutions follow best practices curated in collaboration with CISSP-certified experts to ensure robust, standards-driven security.
Absolutely. With the support of AI, we generate incident reports faster and with greater precision—delivering clear forensic summaries and real-time investigation updates. This ensures your internal teams and external stakeholders stay fully informed at every stage.
Start with a free consultation or AI workshop where we assess your current security posture, data maturity, and cybersecurity AI product and service needs. From there, we define a tailored roadmap aligned with your goals, budget, and compliance requirements.
