AI is not a feature.
It is how we think.
Every module - exposure management, AppSec, remediation, reporting - has AI working inside it. Not a chatbot bolted on top. The intelligence layer itself. And unlike every platform that claims AI, we never lock you into one vendor's model.
A chat window is not AI integration.
Three ways the industry is getting AI wrong - and why ThreatWeaver is built differently from the ground up.
Locked into one vendor's model
Every platform that added AI forced you onto their model. Their cost. Their latency. Their data policies. Zero choice when a better model ships next quarter.
AI only lives in the chat window
A chat widget is not AI integration. Real intelligence means the scanning engine, the risk scorer, the report generator, and the remediation planner all think with AI - not just the sidebar.
No control over where data goes
Security data flowing to unknown cloud AI endpoints is a risk in itself. Regulated teams need to know exactly what leaves the perimeter, what gets anonymized, and what stays fully local.
Six active roles. Every single workflow.
AI doesn't sit in a sidebar waiting to be asked. It works inside every module, continuously, without being prompted.
Attack Planning
Before Phase 4 agents run in AppSec, AI analyzes crawl output and generates a completely custom attack strategy for this specific target. No two assessments follow the same plan.
Exploit Chain Discovery
Individual findings are inputs. AI connects them into ordered attack paths, generates a narrative of how an attacker would proceed, and maps each step to MITRE ATT&CK.
Natural Language Queries
Ask your vulnerability data anything in plain English. AI routes questions to the right handler, executes the query, and returns visualized answers - charts, KPI cards, data tables.
Remediation Guidance
Every vulnerability gets AI-generated fix instructions. Not a NVD link. A specific, actionable step: the exact code change, library version, or configuration update required.
Executive Reporting
AI generates board-ready risk narratives on demand - translating technical findings into business language: exposure trends, remediation velocity, compliance posture.
Threat Intel Synthesis
AI continuously interprets incoming threat intel - new CISA KEV entries, EPSS score changes, new exploits - and applies it to your environment, adjusting risk scores automatically.
Your model. Your rules.
Connect any cloud model via OpenRouter, run a local model for air-gapped environments, or fine-tune one for security tasks. Three data residency modes give you full control of what leaves your perimeter.
Best quality. Data anonymized before leaving your perimeter, then sent to your chosen cloud AI model.
Platform recommends. You decide.
ThreatWeaver suggests optimal models per task based on cost, speed, and capability - but the final choice is always yours. Individual users can also set personal providers alongside org-wide settings.
Available on every page
The AI Assistant knows your environment: your assets, open findings, remediation history, compliance posture. It's not a general-purpose chatbot. It's a security analyst with perfect recall of everything ThreatWeaver knows about your organization.
From reactive to predictive.
AI Labs powers forward-looking intelligence. WeaverNova acts on it autonomously. Together, they deliver security coverage that keeps up with your environment - not just with your schedule.
Autonomous Security Agent
WeaverNova monitors your security posture continuously and acts - triggering scans, adjusting schedules, raising alerts - without waiting to be told. Security coverage that adapts in real time.
Predictive intelligence, not just reactive detection
Three forward-looking capabilities that give security teams a response window reactive tools cannot provide.
No black box. Every decision explainable.
Every AI call is logged: which model, which provider, whether sensitive data was anonymized, and where the answer came from. Export the full log for compliance review.
Enterprise AI at enterprise scale - with cost control.
Organization-wide AI cost tracking by user, by module, by time period. Set spending policies and get alerts before costs become surprises.
Your model. Your rules. AI everywhere.
Not a chatbot. Not a sidebar. Intelligence woven into every security workflow - model-agnostic, privacy-first, and fully auditable.