See what staff use, stop what policy forbids, and close the loop in your portal — without storing prompts by default.

ChatGPT, Claude, Copilot, and desktop AI apps run on consumer accounts — outside your allowlist and outside traditional security tooling.
Sensitive data and unsafe prompts reach AI tools in the browser and on the desktop — often before traditional controls see them.
Auditors ask about LLM risk. You need a posture view tied to real usage — with evidence you can accept, remediate, and report on.
Coverage, intel-backed detection, runtime policy, and response — in one product.
Every AI tool, user, and gap in coverage — browser and macOS.
Prompt injection, jailbreak, data exfil, sensitive data, and suspicious AI hosts — backed by OWASP, MITRE, and synced phishing/CVE intel.
Block, redact, or warn at the keyboard — policy decides, not a cloud delay.
High-signal alerts, MITRE-mapped context, Forensics, and board-ready reports.
Deploy, detect with intel, enforce at use, respond in the portal.
Spur AIDR · AI Detection & Response
Portal · API · Alerts · Forensics · Vulnerabilities · Reports
AIDR engine
On-device classifiers at the keyboard — injection, jailbreak, exfil, PII, credentials, and research-approved patterns — before prompts leave by default.
Tool tiers, data rules, block · redact · warn · log — assign by user or email.
OWASP LLM, MITRE ATT&CK & ATLAS, phishing feeds, CVE snapshots — enriched on ingest.
Events & metadata pipeline · extension & endpoint sensor → cloud
What Lapwing protects
Employee use of third-party AI — web chatbots, copilots, and desktop clients. Approved tools and shadow AI, with sensitive data and abuse paths covered.
Roll out the Chrome, Edge, or Firefox extension and the optional macOS agent from Deployment. Enrol devices with a shared org code.
Policies decide what happens at the keyboard; alerts and posture views give your team a queue to work.
Forensics graph, audit log, and executive reports — evidence for SOC and compliance without exporting prompts.
See which AI tools are in use, who is using them, and where you have gaps. The dashboard is your starting point for risk, alerts, and coverage.

Usage context in the Forensics graph — users, devices, and AI destinations over time. Filter, search, and export SVG, PNG, or CSV for incident response.

Policies turn your rules into action at the point of use — before sensitive content leaves the device. Violations flow into alerts and posture so patterns do not get lost in a spreadsheet.

The alert queue is your response inbox. Reports and audit exports help compliance teams show progress — without exporting what employees typed into AI tools.

Findings inferred from real usage — shadow tools, policy gaps, and data exposure — with severity, OWASP LLM tags, and accept or remediate workflow. Threat intel enriches events on ingest.

Spur AIDR is in early access. Join the list for release updates and pilot availability.
Spur AIDR connects discovery, enforcement, investigation, and reporting in one workflow — for teams that need AI coverage, not another log dump.
Detect threats, enforce policy at the keyboard, respond in the portal, and report with evidence — without replacing your EDR or CASB.
Extension and endpoint sensor at the keyboard; intel-backed detection and response in the portal.
See approved and shadow AI across your estate. On-device classifiers catch prompt injection, jailbreak, data exfil, and sensitive data — enriched with OWASP LLM, MITRE, and synced threat intel on ingest.

Turn detections into action. The alert queue is your triage inbox; Forensics connects users, devices, and AI destinations when you need to investigate.

Your rules run where employees work — browser extension and endpoint sensor — before sensitive content reaches the model. The portal is where you define tiers, data rules, and who they apply to.

Prove posture to auditors and leadership. Executive reports map activity to common frameworks; audit export gives CSV evidence — without exporting what employees typed into AI tools.

Deploy, detect with intel, enforce at use, respond in the portal.
View ecosystem diagram · Threat landscape →Join the release list for Spur AIDR early access and pilot availability.
Organisations need AI Detection & Response — not another dashboard that only logs shadow IT. Spur AIDR connects discovery, enforcement, posture, and investigation for growing security teams.
A decade ago, employees started using Dropbox, Slack, and Google Docs without IT approval. Security teams scrambled to catch up. The same pattern is repeating — only this time the stakes are higher.
Growing companies face the same compliance obligations as a Fortune 500 firm, but without the security team, the budget, or the enterprise tooling to match. That's the gap Lapwing was built to fill.
Simple to deploy. Clear to understand. Immediately actionable.
The lapwing is a British bird known for one thing above all others: it will aggressively dive on anything that threatens its territory. It sees what others miss and acts before harm is done. That's the instinct we've built into our product.
Teams that need runtime AI governance — visibility, policy control, and audit-ready reporting.
You can't protect what you can't see. We give IT teams the full picture before asking them to act on it.
We never store prompt content by default. Enforcement runs where employees work; the portal sees metadata and policy outcomes, not what they typed. We protect your data the same way we help you protect your customers'.
No jargon. No 40-page manuals. If a non-security IT manager can't understand it in five minutes, we haven't done our job.
We're building Spur AIDR in the open with a small core team. If you're a developer who cares about security, privacy, and practical tooling, we'd love to hear from you.
Useful skills include TypeScript, browser extensions (MV3), macOS endpoint work, API design, and security-minded product engineering. You don't need enterprise security experience — curiosity and good judgment matter more.
Lapwing is an independent UK company building security tooling without enterprise budgets. Donations help us keep development moving while Spur AIDR is in early access.
Thank you for supporting independent security software.
Join the release list for product updates, or get in touch if you want to help build Spur AIDR.
Leave your details and we’ll email you when Spur AIDR opens wider availability, plus major product updates. No spam.
We’ll only email product updates and release availability.
A short email when Spur AIDR opens wider availability.
New tool coverage, policy controls, and deployment improvements.
Spur AIDR is designed to avoid collecting prompt content by default.
Lapwing Ltd · lapwingdefence.com · Registered in England & Wales
Spur AIDR is not generally available yet. Join the release list for updates when wider access opens.
Not yet for general availability. Join the release list and we’ll email you when wider access opens.
Deploy the Chrome, Edge, or Firefox extension via enterprise policy or sideload. The macOS endpoint agent ships as a .pkg today (Windows agent on the roadmap). Employees enrol with a shared org code.
No. Enforcement runs at the point of use; the portal receives metadata and policy outcomes. We do not store prompt or document content by default.
No. EDR protects endpoints from malware and compromise. Spur AIDR covers employee use of third-party AI — browser and desktop — with metadata in your portal. Keep your existing stack; add the AI layer.
Findings inferred from your usage — shadow tools, policy gaps, and recurring risk — with severity, evidence, and accept/remediate workflow. This reflects how employees use third-party AI today; it is not a substitute for testing your own LLM application.
Yes. Policies can block disallowed tools and apply your chosen actions when risk is detected — in the browser and on supported endpoints. Exact behaviour depends on your deployment and policy configuration.
SIEM and directory integrations, broader agent platforms, and deeper enterprise deployment options. Join the release list for updates.
Join the release list for product updates and availability announcements.