From Threat Noise to
Decision-Ready Intelligence
From Threat Noise to Decision-Ready Intelligence
Dozens of sources. The same incident, reported twelve different ways.
Inferlume ingests, deduplicates, enriches, and structures fragmented threat data into a single, continuously updated intelligence record — with IOC verdicts, MITRE mapping, and reports built for both analysts and leadership.
Dozens of sources. The same incident, reported twelve different ways.
This platform ingests, deduplicates, enriches, and structures fragmented threat data into a single, continuously updated intelligence record — with IOC verdicts, MITRE mapping, and reports built for both analysts and leadership.
Threat Intelligence is fragmented by design.
Not by accident.
Every vendor, feed, and advisory describes the same incidents in isolation — different severity ratings, partial IOC sets, no shared context. Security teams absorb volume while manufacturing structure manually. That is not an intelligence workflow. It is a research burden.
Raw Threat data is abundant.
Processed, correlated, actionable intelligence is not.
Duplicate Reporting
The same incident fragments across 6 - 12 independent sources. Each treated as a separate event by downstream tools.
Duplicate Reporting
The same incident fragments across 6 - 12 independent sources. Each treated as a separate event by downstream tools.
Conflicting Intelligence
Inconsistent severity ratings, partial IOC sets, and contradictory attribution across sources with no reconciliation layer.
Conflicting Intelligence
Inconsistent severity ratings, partial IOC sets, and contradictory attribution across sources with no reconciliation layer.
Manual Correlation
Analysts spend hours stitching reports before any actual analysis can begin. Correlation is not analysis - it should not consume analyst time.
Manual Correlation
Analysts spend hours stitching reports before any actual analysis can begin. Correlation is not analysis - it should not consume analyst time.
Decisions That Arrive Late
By the time intelligence is structured into something actionable, the exposure window is already open - or closing.
Decisions That Arrive Late
By the time intelligence is structured into something actionable, the exposure window is already open - or closing.
02 - WHAT MAKES THIS DIFFERENT
This is not a feed aggregator.
It is an intelligence processing system.
Every output is deduplicated, normalized, and enriched before it reaches you. No raw feeds. No noise.
Similarity based deduplication
Schema normalization at ingestion
Zero unprocessed data in outputs
Intelligence, Not Information.
Sources covering the same incident are merged into one record. Every IOC gets a single consolidated verdict.
Cross-source incident clustering into unified records
IP, Domain, URL, Hash, CVE extraction
Single consolidated verdict per IOC
Every report answers: what's happening, why it matters, what to do. Layered for technical and executive readers.
MITRE ATT&CK technique mapping per incident
Intelligence confidence score per report
Threat-layer output: Executive + Operational + Technical
A complete intelligence pipeline — not a dashboard
Six processing stages before a single output is generated. Each stage eliminates noise and adds structure.
01
Multi-Source Ingestion
Continuously aggregates security news feeds, vendor advisories, and threat intelligence APIs into a unified intake layer — monitoring vulnerabilities, exploits, breaches, and emerging threats.
02
Deduplication + Clustering
Incoming articles are normalized and deduplicated by URL comparison, title hashing, and keyword similarity. When multiple sources describe the same incident, they are merged into one continuously updated record.
03
IOC Extraction + Enrichment
Automatically extracts IP addresses, domains, URLs, file hashes, and CVE identifiers. Enriched using free threat intelligence sources with TTL-based refresh cycles. All results consolidated into a single verdict per indicator.
IP Address
Domain
URL
File Hash
CVE ID
04
Structured Report Generation
AI-assisted report generation produces three distinct layers per incident: a non-technical executive summary with strategic recommendations, an operational section with timeline and response checklist, and a technical section with MITRE ATT&CK mapping, extracted IOCs, and a confidence score.
From raw signals to structured intelligence.
Six stages. Fully automated. Each stages refines the signal and adds structure before passing it forward.
Collect
Multiple threat feeds and intelligence APIs ingested continuously. Threats, vulnerabilities, exploits, and breaches monitored in real time.
Collect
Multiple threat feeds and intelligence APIs ingested continuously. Threats, vulnerabilities, exploits, and breaches monitored in real time.
Normalize
All incoming data mapped to a consistent schema. Uniform fields, structure, and classification taxonomy applied regardless of source format.
Normalize
All incoming data mapped to a consistent schema. Uniform fields, structure, and classification taxonomy applied regardless of source format.
Deduplicate
URL comparison, title hashing, and keyword similarity applied. Duplicate reports filtered before clustering - clean signals only.
Deduplicate
URL comparison, title hashing, and keyword similarity applied. Duplicate reports filtered before clustering - clean signals only.
Cluster
Related reports describing the same incident merged into one continuously updated record - a single source of truth per event.
Cluster
Related reports describing the same incident merged into one continuously updated record - a single source of truth per event.
Enrich
IOCs extracted and enriched via free threat intelligence sources. TTL-based refresh cycles. One consolidated verdict per indicator.
Enrich
IOCs extracted and enriched via free threat intelligence sources. TTL-based refresh cycles. One consolidated verdict per indicator.
Report
Three-layer report generated per incident. Executive summary, operational checklist, and technical analysis with MITRE mapping and confidence score.
Report
Three-layer report generated per incident. Executive summary, operational checklist, and technical analysis with MITRE mapping and confidence score.
Three-layer Report. Same Incident.
Every intelligence record generates a report structure for three audiences — no manual reformatting, no separate briefs.
Designed for teams that need clarity, not more data.
Security Leadership
Executive-ready reports with plain-language summaries and business impact framing. Risk Visibility without analyst intermediation. Strategic recommendations built into every report - not appended as an afterthought.
Security Leadership
Executive-ready reports with plain-language summaries and business impact framing. Risk Visibility without analyst intermediation. Strategic recommendations built into every report - not appended as an afterthought.
Security Operations
Rapid situational awareness from one continuously updated source of truth. Clear incident prioritization - severity, exposure, active exploitation status. Reduced triage time: correlation and enrichment done before you open the record.
Security Operations
Rapid situational awareness from one continuously updated source of truth. Clear incident prioritization - severity, exposure, active exploitation status. Reduced triage time: correlation and enrichment done before you open the record.
Threat Analysts
Structured, correlated data with MITRE mapping - ready for deeper investigation. Extracted and enriched IOCs with single consolidated verdicts - no manual reconciliation. Intelligence confidence scores to triage analytical effort accurately.
Threat Analysts
Structured, correlated data with MITRE mapping - ready for deeper investigation. Extracted and enriched IOCs with single consolidated verdicts - no manual reconciliation. Intelligence confidence scores to triage analytical effort accurately.
Built on a different philosophy of threat intelligence.
Signal Over Volume
More Data does not mean more intelligence. Unprocessed volume is operational debt that accumulates until someone pays it manually.
Correlation Over Collection
Incidents are the unit of intelligence - not the individual reports that describe fragments of them. Collection without correlation is noise with a filing system.
Actionability Over Analysis
Intelligence must lead to a decision or it has failed. Clarity, accuracy, and actionability - in that order - over raw data volume.
