Crypto-debt command center that turns weak-cipher and PQC findings into owned fixes across hybrid application portfolios.
Post-quantum cryptography operations
4.2
Section
Sectors
Promotion gate that turns local Ollama prototypes into policy-checked, reproducible model releases for regulated enterprise copilots.
Open-model runtime for enterprise developers
3.9
PQC cutover flightdeck that rehearses certificate rotations for enterprise AI platforms before machine-identity sprawl causes outages.
Post-quantum trust infrastructure for AI identity sprawl
4.2
Blast-radius control plane for Langflow-style agent apps that swaps shared keys for step-scoped access and breach kill-switches.
Langflow agent-ransomware hardening
3.9
Rollout gate for coding agents that diff-tests hidden vendor behavior across regions and auto-routes risky developer cohorts.
Alibaba Claude Code enterprise ban
3.9
Control plane for meeting-intelligence and remote-support SaaS teams to reverse false threat-intel blocks before customers lose access.
MeetingTV vs Koi threat-intel lawsuit
3.6
Exception OS for regulated AWS teams that turns architecture-review deviations into enforceable controls, approvals, and live audit proof.
Secure-by-design cloud architecture automation
3.6
Attack-replay and step-up gate for AI support agents handling account recovery, refunds, and entitlement resets.
Agentic security control plane
3.9
Trace-to-model foundry for app-generation platforms that distills accepted build actions into cheaper proprietary task models.
Base44 proprietary coding model
4.2
Guardrail layer for RevOps-built internal apps that tests permissions, data joins, and commission logic before launch.
Managed enterprise controls for vibe-coding rollouts
3.9
Post-deploy autofix gate for Cursor-heavy SaaS teams that traces bad releases from logs to code diffs and opens scoped hotfix PRs.
AI-native log-first observability platform for AI-era engineering teams
3.9
AI backport factory for self-hosted software vendors that ships CVE fixes, VEX, and customer proof across supported branches.
AI-powered vulnerability remediation tooling and open-source security patching
3.9
Session-memory control plane for Splunk SOCs that lets AI responders take identity actions with replayable provenance and kill-switches.
Session-intelligence layer for agentic SOCs
3.6
Control plane for robotics teams shipping compiler-generated FPGA accelerators with proof, rollback, and runtime telemetry.
Software-to-silicon FPGA compiler using machine learning
3.9
Intent-to-HIL verification plane for embedded teams to catch model-generated firmware drift before controller releases ship.
Embedded modeling tooling after Pictorus exit
3.6
Release-assurance graph for SAP manufacturers to predict what custom ERP changes will break before cutover windows.
AI operating system for enterprise software modernization
4.2
Track AI-vs-human invention contributions automatically so deep-tech startups never lose a patent on inventorship grounds.
Lightbringer AI patent infrastructure
3.3
Detection release gate for Databricks-native SOCs that backtests AI-written Panther detections and workflows before production.
Programmable AI SOC for the security lakehouse
4.2
Control plane that finds secrets spilled by AI tools on developer laptops, rotates tokens, and swaps in short-lived local access.
Developer endpoint secrets defense
3.4
SAP migration scope compiler for integrators that turns ECC evidence and workshop notes into fixed-fee S/4HANA plans.
SAP migration delivery automation
3.9
Vendor-neutral cutover plane to shadow-test and migrate AI support agents into Agentforce without hurting resolution or escalations.
Agentic customer service consolidation
4.2
Patch-and-contain control plane for AI gateways that rolls fixes, rotates model keys, and quarantines exposed paths.
LiteLLM gateway exploit chain
4.2
Control plane that auto-promotes hot AI app workspaces from single Postgres to isolated shards before database sprawl breaks SLAs.
Supabase scaling layer for agent-created databases
3.6
Ops layer for SaaS teams to route AI-agent work, budget human review, and prove whether automation removes cost or just moves it.
AI-agent workforce reset
3.4
Runtime trust layer for enterprise VS Code fleets that blocks malicious extensions and auto-rotates exposed CI and cloud secrets.
CI/CD supply chain attack via poisoned VS Code extension
4.2
GitHub gate that quarantines new OSS packages in AI-written PRs until security gets provenance, safer substitutes, and approval.
AI-driven dependency security for modern dev teams
3.6
Repo-to-rotation control plane for federal contractors to stop public GitHub leaks and auto-remediate live GovCloud credentials.
CISA contractor exposes AWS GovCloud credentials on public GitHub
3.4
Real-time npm install firewall for AI coding sessions that blocks supply-chain attacks before they hijack Claude Code, Codex, or VS Code.
npm supply chain attack with AI-agent hijacking payload
3.9
Code-to-cloud graph that tells AppSec teams which findings can reach prod data and when safe auto-remediation is possible.
Torq acquires Jit context graph platform
3.7
GitHub Actions firewall that simulates contributor-triggered token leaks and replaces exposed CI secrets with brokered access.
Grafana GitHub token breach
3.9
Neutral SDK and MCP migration plane for API companies shipping one trusted agent surface across Claude, OpenAI, and Google.
Anthropic acquires Stainless SDK tooling
3.6
Change-assurance platform for air-traffic software upgrades that auto-build traceability, test evidence, and safety review packs.
DesignVerse for regulated codebases
3.6
Identity and revocation control plane for autonomous coding agents touching GitHub, cloud, and SaaS tools.
Trust infrastructure for autonomous AI agents
4.0
Remediation control plane for EU shared-service IT teams to fix public email, web, and DNS failures before audits escalate.
EU government security compliance gap
3.5
Automated 100% call QA and compliance audit trails for enterprise AI voice agents replacing legacy IVR
enterprise voice AI platform
3.3
AI control tower for SAP and Oracle ERP cutovers that turns SI-led migration programs into testable weekly sprints.
AI-native ERP migration automation
3.6
Exploit replay gate that proves whether each release is actually attackable before SaaS teams ship to production.
Continuous AI pentesting platform
3.6
Metadata-powered QA and policy layer for data teams rolling out chat BI without wrong answers or permission leaks.
Collate AI analytics launch
3.9
Browser-native control layer that turns enterprise AI licenses into compliant, measurable workflows for government contractors.
Enterprise AI adoption tooling
3.9
Voice-built frontline apps for QSR district managers to turn store-walk issues into live checklists in hours.
Lovable mobile vibe-coding
3.5