HiddenLayer
Security platform for AI models and the ML lifecycle

An autonomous AI workforce for product security.
Nullify is a genuinely independent, venture-backed startup (roughly $16.9M raised, seed-stage as of February 2026) focused on autonomous AppSec. It is one of many entrants applying AI agents to vulnerability triage, and its marketing claims (such as an 85% false-positive reduction) are vendor figures we could not independently verify. Some third-party review sites cite entry pricing near $800/year and enterprise tiers around $2,500/year, but Nullify does not publish a standard price list, so treat those numbers as indicative only. This is an emerging tool best evaluated hands-on rather than taken on marketing claims.
Nullify is an AI-native application-security platform that runs autonomous agents to scan code and cloud, validate findings, prioritize by business impact and generate merge-ready fixes. It bundles SAST, SCA, DAST and secrets scanning under a single agentic layer and targets mid-market and high-growth software teams that want to reduce manual triage. As an early-stage, independent startup (seed-funded in February 2026), it is promising but unproven at scale relative to established AppSec vendors.
Nullify positions itself as a team of autonomous AI security engineers rather than a single scanner. The platform ingests source code, cloud configurations and business context to build an understanding of an organization's stack, then runs a combination of static analysis (SAST), software composition analysis (SCA), dynamic testing (DAST) and secrets detection. Its differentiator is agentic triage: the system attempts to validate findings and generate proofs of exploitability so security teams spend less time on false positives. The company claims meaningful noise reduction (it markets an ~85% reduction in false positives) and can produce merge-ready fixes that plug into developer workflows such as GitHub and Jira. This 'shift-left, then remediate' framing targets mid-sized software companies and high-growth SaaS teams that lack a large dedicated AppSec function and want automation to stretch limited headcount. Nullify was founded in 2022 and is an independent, early-stage vendor. In February 2026 it closed a $12.5M seed round led by SYN Ventures with participation from Black Nova Venture Capital, bringing total disclosed funding to roughly $16.9M. As with most companies at this stage, buyers should expect a young platform, rapid roadmap changes and a product still proving itself against established AppSec incumbents.
Nullify is an AI-native application-security platform that uses autonomous agents to scan code and cloud, triage findings and generate fixes. It bundles SAST, SCA, DAST and secrets scanning and markets heavy false-positive reduction. The company is independent and seed-stage, having raised $12.5M in February 2026 (roughly $16.9M total). It targets lean, high-growth engineering teams. As an emerging vendor, its claims are best validated in a hands-on trial.
Nullify was founded in 2022 and builds an 'autonomous AI workforce' for product security. The company markets its platform to mid-market software and SaaS organizations that need broad AppSec coverage without large in-house security teams.
It is an independent, venture-backed startup. In February 2026 it announced a $12.5M seed round led by SYN Ventures with Black Nova Venture Capital participating, bringing total disclosed funding to approximately $16.9M, earmarked for engineering, research and international go-to-market.
The platform combines SAST, SCA, DAST and secrets scanning under an agentic layer that ingests code, cloud configuration and business context. AI agents triage and validate findings, attempt to generate proofs of exploitability, and prioritize by business impact to reduce noise.
Remediation is a core theme: Nullify can produce merge-ready fixes and route tickets into developer workflows such as GitHub and Jira. It also markets an AI risk-insights copilot and developer-friendly integrations, and is available via cloud marketplaces such as AWS Marketplace.
Mid-sized enterprises and high-growth SaaS companies with meaningful codebases but limited dedicated application-security staff, particularly teams looking to consolidate multiple scanners and automate triage.
Application security engineers, DevSecOps engineers and developers who receive and act on findings.
Heads of security, CISOs and engineering leaders at mid-market software companies.
Platform/DevOps leads, security champions within engineering, and compliance owners.
A high-growth SaaS or software company (roughly 50-1,000 engineers) with a modern cloud stack, a small or no dedicated AppSec team, and a need to consolidate scanning tools and reduce alert fatigue.
Disclosed funding of approximately $16.9M. Most recent round: a $12.5M seed announced February 2026, led by SYN Ventures with participation from existing investor Black Nova Venture Capital.
Yes. As of August 2026 Nullify remains independent and venture-backed, having closed a $12.5M seed round in February 2026 (total disclosed funding around $16.9M).
It covers application code and cloud configuration using SAST, SCA, DAST and secrets scanning, then uses AI agents to triage and prioritize the results.
It can generate merge-ready fixes and remediation tickets that integrate with tools like GitHub and Jira, though a human still approves changes.
Nullify does not publish official pricing. Some third-party sites cite entry pricing near $800/year, but you should confirm current pricing and trials directly with Nullify.
Mid-market and high-growth software teams with limited dedicated AppSec staff who want to automate scanning, triage and remediation.
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