One question still takes hours. The clock no longer waits.
The data exists. The bottleneck is the intelligence layer that should sit on top of it.
The disclosure clock got shorter
SEC 4-day window. Board meeting on Tuesday. Press cycle that does not wait. 'We don't know yet' is no longer a survivable answer.
Visibility is solved. Asking is not.
APIs connected. Feeds flowing. But the modern attack surface isn't piped to the SIEM. Answering one question about your actual exposure still takes a senior analyst hours.
The asymmetry shifted
The SOC was built reactive. Agentic adversaries have made reactive operations untenable. The teams that survive this era operate proactively — intel-led, continuous, and scoped to their actual environment.
Know
Query-ready intel. Every threat arrives with the question already written.
Thousands of sources continuously processed into a structured graph: vulnerabilities, threat actors, malware, campaigns, observables, and the relationships between them. Every incoming threat arrives pre-loaded with source credibility scores, related entities, a timeline of activity, and the question your attack surface should be asked. The analyst verifies. Mallory does the assembly.
What you get
- Thousands of sources: vendor advisories, CSAF feeds, research blogs, paste sites, dark web forums, regulatory disclosures
- Structured entity graph: CVEs, threat actors, malware, products, organizations, MITRE ATT&CK TTPs, breaches, IOCs
- Stories: curated narratives that group related entities and references into one coherent view of a campaign or CVE
- Personalized Feed scoped to your tech stack, industry, and the entities you track
The Monday morning question
7:02 a.m. The CEO forwards a WSJ article about a compromise affecting a widely deployed library. The SEC 4-day clock has started.
Before
A senior analyst opens 4 dashboards, queries 2 APIs, cross-references the asset inventory. Three hours later the answer lands, partially stale.
With Mallory
The Mallory story is already open. Affected versions, active campaigns, the threat actors using it, the observables tied to exploitation, and the question to ask the environment — all pre-assembled. The analyst verifies in 5 minutes.
SOC Manager
The 'are we affected' question arrives pre-framed with a source trail the regulator can audit. Defensible speed on a 4-day clock.
CTI Analyst
Get your mornings back. 50+ CVEs triaged in 15 minutes with weaponization context and business impact attached.
Applied intelligence. Know what's targeting you before you're asked.
Ask
One question starts the investigation.
The modern attack surface isn't piped to the SIEM. Mallory investigates across the full surface — advisories, exposure tooling, supply chain, and the parts of your environment the SIEM was never built to see. One question in plain English. One synthesized answer, scoped to your actual attack surface.
What you get
- Investigate threat actors: profile, TTPs, targeted sectors, active campaigns, and known tooling in one question
- Investigate malware and IOCs: family behavior, linked indicators, affected products, and detection signatures
- Investigate your attack surface: which exposed assets are in scope for active campaigns, where detection coverage is blind
- Investigate vendor and supply chain risk: third-party compromise, linked actors, and indicators of downstream exposure
- Ask in the web app, Slack, or Teams — investigations run where the team already works
One question. A complete picture.
A ransomware campaign targeting your industry is disclosed Friday afternoon.
Before
Read the report. Search for TTPs in the SIEM. Look up IOCs in VirusTotal. Check if the EDR has signatures. Figure out if any vendors are in the affected list. Six tools, four hours, a partial picture.
With Mallory
Ask 'what do we know about this campaign and are we exposed?' Mallory returns actor profile, active TTPs, IOCs, whether those indicators appear in your environment, which assets match the targeted surface, and where detection coverage is blind — in one answer.
SOC Manager
The investigation that used to take a full day — threat research, surface correlation, detection gap analysis — starts with one question.
Detection Engineer
Ask which TTPs targeting your industry you don't have coverage for. Get the gap list, the actor context, and the affected attack surface in one pass.
One investigation across the full attack surface. No tool-hopping.
Act
The headline that never reaches your desk.
Scheduled, workspace-scoped agents run the exposure question continuously against your environment. New threats arrive with the answer already computed. The notification that reaches the SOC channel is not 'a library compromise was disclosed.' It is 'Cl0p-style attack on libfoo dropped. You have 0 instances. No action needed.'
What you get
- Schedules: attach any prompt to a recurring cadence with output delivered to Slack or email
- Workspaces: tracked entities and tech stack profiles that scope every answer to your environment
- Tech stack monitoring: alerts when specific technologies you depend on have high-severity issues or active exploitation
- Agent-driven pre-computed exposure for every newly ingested threat, with owner notification and draft tickets
The headline that never arrives
A library compromise dominates the security news cycle on Saturday afternoon. Dark web advisories and research blogs land simultaneously.
Before
The SOC manager spends the weekend assembling exposure reports. The CEO forwards the article Monday at 7:02 a.m. The team reruns Friday's research from scratch.
With Mallory
Mallory ingests the advisory within minutes. By Saturday evening the Slack notification reads: 'Cl0p-style attack on libfoo dropped. You have 0 instances. No action needed.' The Monday morning question never gets asked.
SOC Manager
Headlines arrive pre-answered. The team only acts on the ones that matter. The disclosure clock starts from a defensible answer, not a blank page.
CISO
Continuous, sourced risk posture. The answer to 'are we exposed?' is always already written. Board-ready evidence as a byproduct of normal operations.
Proactive by default. Most headlines never reach the SOC.
Global threat insight, operationalized.
Mallory correlates worldwide adversary activity with what's actually exploitable in your stack. That correlation drives investigations, exposure prioritization, and remediation, all from one unified intelligence layer.