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Comparison · Last verified 19 Oct 2026

AI threat hunting tools compared (2026)

Between June and July 2026 three agentic SOC vendors added threat hunting: 7AI, Dropzone AI and Prophet Security. This page compares what each publishes about its hunting capability, alongside Morpheus Threat Hunting, a planned module targeted for the end of November 2026. Every cell is drawn from each vendor’s own published material on the date shown; “not published” means we found no public description, not that the capability is absent. Last verified 19 Oct 2026.

What each vendor does well

7AI

Threat Hunt, Threat Intel Hunt and Skills (launched 1 June 2026). An analyst describes a technique, behaviour or ATT&CK tactic in plain language; the platform builds a hunt plan, runs it across live telemetry and returns findings. Threat Intel Hunt launches investigations from incoming intelligence automatically, and Skills lets teams customise how the agents work. 7AI frames Threat Hunt around the NIST SP 800-53 RA-10 threat hunting control and cites its PLAID ELITE managed-service team using it in production.

Dropzone AI

AI Threat Hunter (announced March 2026, generally available 29 July 2026). Dropzone also describes an AI Threat Intel Analyst that turns new advisories into ready-to-run hunt packs. Hunts are federated across SIEM, EDR and cloud, driven by a catalogue of curated hunt packs, and Dropzone quotes roughly an hour per hunt cycle against ten to twenty hours manually. Dropzone’s writing is explicit that clean hunts are useful: each one confirms coverage for a technique class.

Prophet Security

Prophet AI Threat Hunter, plus AI Detection Engineer, generally available since 30 July 2026. Hunts run in plain language, from curated hunt templates and on a schedule, driven by research into the organisation’s own environment. AI Detection Engineer turns hunt and investigation findings into detections, backtests each against the organisation’s recent history, ships it as a reviewable, version-controlled change with a person approving what goes live, and maintains a live ATT&CK coverage map built from real investigations rather than a rule inventory. This is the bar for rule testing, and Morpheus is building to it.

Morpheus (planned)

Morpheus Threat Hunting points the Morpheus investigation engine at hunting. Its distinguishing claim is what a hunt returns: the reconstructed attack path rather than matches, plus a queryable record of what was hunted and came back clean, a self-check of Morpheus’s own triage when a hunt finds something an alert should have caught, and views of hunting data built from a sentence. Nothing changes without human approval.

Side by side

AI threat hunting tools compared: 7AI Threat Hunt, Dropzone AI Threat Hunter, Prophet AI Threat Hunter and Morpheus Threat Hunting (planned), as each vendor publishes them, verified 19 Oct 2026
Capability 7AI Dropzone AI Prophet Security Morpheus (planned, end Nov 2026)
Hunting in plain language Yes (published) Yes (published) Yes (published) Yes
Hunts driven by threat intelligence Yes: Threat Intel Hunt Yes: curated hunt packs; AI Threat Intel Analyst described Yes: curated emerging-threat hunts Yes
Hunts on a schedule Yes (continuous hunting described) Yes (24/7, every shift) Yes (scheduled hunts) Yes
What a hunt returns Findings, entities and a confidence-rated verdict (published) Findings and posture insights (published) Findings; detections via Detection Engineer (published) Reconstructed attack path, or recorded clean result
Customer-queryable record of what was hunted and came back clean Saved hunt library with “no hits” verdicts (published); searching or reporting on clean hunts not published as of 19 Oct 2026 Hunt history and exportable reports (published); a queryable record of clean hunts not published as of 19 Oct 2026; blog describes clean hunts as posture confirmation Not published as of 19 Oct 2026 as a hunt record; live ATT&CK coverage map from investigations is published Yes
Checks its own alert triage when a hunt finds a miss Not published as of 19 Oct 2026 Not published as of 19 Oct 2026 Not published as of 19 Oct 2026 Yes, with proposed fix, human-approved
Tests a new rule on past data before enabling Not published as of 19 Oct 2026 Not published as of 19 Oct 2026 Yes: backtesting in AI Detection Engineer (published) Yes
Views of hunting data built by the customer Not published as of 19 Oct 2026 Not published as of 19 Oct 2026 Not published as of 19 Oct 2026 Yes: built from a sentence, shared, scheduled, versioned
Human approval before changes Yes: recommended response actions approved by a person (published) Not published for hunting Yes: review, version control, rollback (published) Yes: every change
Source and date checked GlobeNewswire, 7AI blog, MSSP Alert, product page; checked 19 Oct 2026 Business Wire, GA release, product page, blog, solution brief; checked 19 Oct 2026 EIN Presswire, product page, blog; checked 19 Oct 2026 Morpheus Threat Hunting, planned module

Competitor cells as each vendor publishes them, verified 19 Oct 2026. “Not published” means no public description was found and is not a statement that the capability is absent; 7AI and Prophet do not publish technical documentation. The Morpheus column describes a planned module targeted for the end of November 2026. Next scheduled re-verification: 22 December 2026.

Four questions to ask any of them

  1. After the first match, does the hunt keep investigating until the trail ends, or return the matches?
  2. Show me every technique you hunted last quarter, against which sources, and what came back clean.
  3. When a hunt finds something an alert should have caught, do you say why, and do you check your own triage?
  4. Before a new rule is enabled, show me what it would have done on my last three months of data.

What is attack path hunting?

Morpheus Threat Hunting

Threat hunting as a service for MSSPs

Sources

  1. 7AI press release, GlobeNewswire, 1 Jun 2026. Checked 19 Oct 2026.
  2. Announcing Threat Hunt and Skills, 7AI blog. Checked 19 Oct 2026.
  3. 7AI gives security teams new ways to direct AI agents for threat hunting, MSSP Alert, 1 Jun 2026. Checked 19 Oct 2026.
  4. Threat Hunting, 7AI product page. Checked 19 Oct 2026.
  5. Dropzone AI press release, Business Wire, 18 Mar 2026. Checked 19 Oct 2026.
  6. Dropzone AI Makes AI Threat Hunter Generally Available, Bringing Proactive Threat Hunting to Every SOC, Business Wire, 29 Jul 2026. Checked 19 Oct 2026.
  7. AI Threat Hunter, Dropzone AI product page. Checked 19 Oct 2026.
  8. AI Threat Hunting: Copilot vs. Agentic and Why It Matters, Dropzone AI blog. Checked 19 Oct 2026.
  9. Dropzone Agentic SOC Solution Brief (PDF), Dropzone AI. Checked 19 Oct 2026.
  10. Prophet Security press release, EIN Presswire, 30 Jul 2026. Checked 19 Oct 2026.
  11. AI-Powered Threat Hunting, Prophet Security product page. Checked 19 Oct 2026.
  12. Introducing Prophet AI Detection Engineer: Find Every Coverage Gap and Close It, Prophet Security blog. Checked 19 Oct 2026.
  13. The Hunt-to-Detection Gap: Choosing an AI Threat Hunting Solution in 2026, IT Security Guru, 1 Sep 2026. Checked 19 Oct 2026.
  14. Prophet Security listing, AWS Marketplace. Checked 19 Oct 2026.