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The AI-native security & governance OS is
(almost) here.

The AI-native security and governance operating system. Designed by a 10x CISO and 3x MSSP creator, for security professionals tired of smoke and mirrors.

Visibility, mitigation, action, and accountability — from the boardroom, to the binary.

Back to Basics

Visibility. Actionability. Accountability.

You can’t protect what you can’t see — and most enterprises run three disagreeing inventories. The attacker’s is the only one that’s current.

  1. 01
    Ingest.OSINT workflows, discovery interviews, 200+ vendor integrations — all feeding our CMDB. Hardware, software, data, people, networks, identities, and more map into one continuously-updated organizational graph.
  2. 02
    Scope.Our system understands your organization — industry, size, regulatory exposure — and recommends the frameworks and controls that fit.
  3. 03
    Diagnose. Dozens of agents (with 52 mapped to the NIST NICE work roles) run your continuous gap analysis against those frameworks.
  4. 04
    Plan.One-click remediation plans based on live gaps, configurations, your tech stack, and your team’s strengths and weaknesses.
  5. 05
    Monitor.Real-time logging and alerting. Specialist hunt agents aligned with MITRE ATT&CK. Track configuration drift — with diffs and risk scoring.

From the boardroom, to the binary.

Fragmented governance, checkbox compliance, swivel-chair processes ... unification is long overdue.

The Platform

From the boardroom, to the binary.

Built for the whole team — CISO to analyst to the intern on day one.

01
The Boardroom
Risk in the language the board speaks.
Risk QuantificationPreview
FAIR-style dollar exposure, scenario-modeled and continuously revalued as posture changes.
Board for Bored BoardsRoadmap
Live exposure, trend lines, and attestation packets — auto-generated. No more quarterly slide decks.
02
Governance
Compliance as configuration, not a folder of PDFs.
Frameworks & MappingsPreview
Every major framework — NIST, ISO, SOC 2, PCI, HIPAA, CSA CCM and more. Map a control once, inherit everywhere.
Gap AnalysisPreview
Continuous gap analysis against your scoped frameworks. Where you are, where you need to be, what's missing — measured in real time, not once a year.
Policy LifecyclePreview
Authoring, versioning, attestation, continuously enforced governance — beyond checkbox compliance into the unified graph.
Work & Project Management (ITSM)Preview
Track remediation tickets, project plans, attestations, and approvals as work moves across the org. Plans actually get executed — not just generated.
Audit Partner CoordinationRoadmap
Independent auditor portal. Intentional evidence sharing.
Exception ManagementRoadmap
Justified, timeboxed, board-visible — and auto-expired when their clock runs out. No more spreadsheet exception lists.
03
Operations
Detect, respond, recover — in minutes, not days.
Behavioral SIEMPreview
Anomaly detection over your existing log feeds. We watch how things actually behave on your network and in your apps — and flag what doesn't fit, without waiting for a threat-intel feed to name it first.
Threat HuntingPreview
Specialist hunt agents aligned with MITRE ATT&CK. Continuous adversary-behavior hunting layered on your existing telemetry.
Endpoint Telemetry (EDR/XDR)Preview
Cross-vendor correlation across CrowdStrike, SentinelOne, Defender. Auto-isolation triggered on high-confidence detection from the graph — not from one vendor's pane.
Vulnerability Reachability (VM)Roadmap
Reachability-aware prioritization, not just CVSS. Auto-assigned, SLA-tracked, auto-closed on patch — across Rapid7, Tenable, Qualys, Wiz.
Vendor Posture (TPRM)Preview
Vendor posture scored, monitored, and re-attested on a schedule. Continuous instead of the annual-questionnaire cycle.
Threat Intel CorrelationRoadmap
Continuous IoC ingest + adversary attribution, auto-correlated to your assets and active findings in the graph.
Orchestrated Response (SOAR)Roadmap
Governance-aware playbooks that fire across the tools you already run — detections, identity, ticketing, chat. Auto-triage, auto-contain, auto-notify.
Incident Response Platform (The War Room)Preview
Real-time IR collaboration when SOAR isn't enough. Live timeline, evidence locker, comms templates, audit-grade post-mortem on tap.
Recovery Posture (Backup/DR)Roadmap
Restore-tested. Audit-ready. Not just backed up.
04
The Binary
Code, infra, identity, data, models — secured at the source.
AI-Native SASTLive
20+ specialist agentic harness. 0.91 Youden on OWASP. PR-blocking auto-review with surgical fix suggestions.
Application Security Graph (DAST/SCA/ASPM)Roadmap
Dependency, application, and runtime-layer findings unified into a single ASPM graph.
AI Security Posture (AI-SPM)Live
Models, prompts, and agent risk continuously assessed against OWASP LLM Top 10 + NIST AI RMF.
Cloud Exposure Graph (CNAPP)Roadmap
CSPM + CWPP + CIEM + KSPM unified into one cloud exposure graph across AWS, Azure, GCP — with native posture analytics, drift auto-ticketing, and governance tie-in.
Identity Risk & Access GovernancePreview
Identities correlated across IDP, cloud, and source control. Risk scored by what each one actually touches and what they actually do — surfaces admin/daily mixing, dormant privilege, MFA gaps, and access violations.
Data Exposure & Loss Prevention (DSPM/DLP)Roadmap
Discovery + classification + exfil detection. Auto-tagging, auto-egress blocks on shadow data.
Build-Chain Risk (CI/CD + Secrets)Roadmap
Build-pipeline security + secret scanning across GitHub, GitLab, Bitbucket, Azure DevOps, Vault, 1Password. Leaked-key auto-rotation.
Inbound-Vector Defense (Email/Web)Roadmap
LLM-assisted phishing analysis, sandbox detonation, malicious-URL takedown automation, and response playbooks across your existing email + web-security stack.
Network Posture (SASE/ZTNA)Roadmap
Posture + policy across Palo Alto, Fortinet, Zscaler. Segmentation drift auto-flagged. ZTNA gap detection.

Integrations

200+ integrations out of the box.

Your tools. Your pipelines. Your clouds. NecessityWorks drops in where your engineers already live — and the surface keeps growing.

Now Live · AI-Native SAST

AI-Native SAST. The first Youden above 0.9 in commercial SAST. Live today — rest of the platform rolls out through 2026. We caught the Trivy supply-chain attack 5 ways across the kill chain — code review, CI config, runtime behavior, behavioral SIEM, and identity. Legacy SAST saw valid bash.

0.91
Youden · OWASP Benchmark
94%
True Positive Rate
3%
False Positive Rate
< 3 min
Per PR Review

The Why

Necessity is the mother of all invention.

A few years ago, a publicly traded company reached out to my team for Incident Response help. Thousands of endpoints — and backups — were bricked. The incident caused over $1B in economic damages, and just one of their clients missed their quarterly target by more than $200M because of the deliveries they never made.

We had a large team putting in long hours with little sleep, and their internal team even had multiple hospitalizations from the stress. I personally lost a mentor of mine to mental health issues during this incident.

Having worked for large vendors, I already knew the smoke-and-mirrors were blinding other CISOs from the real issues. But three of the Big 4 audit firms were entrenched with this client. And despite spending millions on fancy tools (DLP, XDR, you name it), a $300 solution and a focus on the basics would have prevented the whole thing. Enough already.

“I knew what I had to do wouldn’t be easy, but it was Necessary.”

This is when I decided that we — CISOs and operators — need a better way to discover, control, and communicate risk. A platform that gives visibility and actionability across the entire org; from the boardroom, to the binary.

So we built The CISO Who Doesn’t Sleep.

— RJ Friedman

Founder, NecessityWorks

Get in early.

SAST early access is live. The platform waitlist is open. Two lists — join whichever matters to you now. Or both.

No spam. No sales calls. Just onboarding when we're ready.

Join the Waitlist