Bloo Vantage · security · observe
Detections are research, encoded.
Specterforce, the research engine inside Vantage, turns continuous malware and campaign analysis into encoded knowledge that watches your telemetry. Built on Datafabric, so every detection sees the full history, not a window.
Campaign discovery
28 alerts. Five campaigns.
On the left, the console you run today: a queue of alerts ordered by time, each one a separate ticket to triage. On the right, the same 28 alerts as Vantage sees them, connected through shared users, machines, and infrastructure into five distinct campaigns. Hover over a cluster to pick one campaign out of the noise, or over a single signal for the entity behind it.
How detection works
The science of detection.
No static signatures, no generic threat feeds, no black-box AI. Specterforce treats enterprise telemetry as a complex mathematical landscape, and its detection engineering pipelines apply advanced data science and signal processing to strip operational noise and expose sophisticated adversaries.
The analytical toolbox
- Multivariate time-series anomaly detection
- Temporal behavioral graphing
- Provenance graph analysis
- Spectral clustering
- Dimensionality reduction
- Ancestor-aware lineage tracking
- Stateful telemetry enrichment
- Deterministic heuristics
Adversaries hide in noise. Math finds the rhythm.
Rhythmic C2 beaconing and staged exfiltration are invisible in the time domain, buried under millions of ordinary events. Specterforce pipelines apply multivariate time-series anomaly detection and move raw endpoint telemetry into the frequency domain, where periodic beaconing, asynchronous data exfiltration, and subtle behavioral deviations resolve into clean spectral signatures that threshold alerts never see.
Exposes
- C2 beaconing
- Asynchronous exfiltration
- Behavioral drift
Attacks are relational sequences, not isolated events.
Temporal behavioral graphing and provenance graph analysis map the causal relationships between processes, identities, and network events across the retained history. Reasoning over the structural topology of an attack, rather than flat logs, exposes deep-chain evasions and lateral movement across complex hybrid environments.
Exposes
- Deep-chain evasion
- Lateral movement
- Multi-stage campaigns
Detecting the unknown, without a signature.
To detect what has never been seen, Specterforce models the baseline geometry of known-good enterprise behavior with spectral clustering and dimensionality reduction. Zero-day exploits, insider threats, and novel execution patterns fall outside that geometry and isolate themselves, no historical threat signature required. And because the baseline is drawn from years of retained telemetry on Datafabric, normal is measured, not guessed.
Exposes
- Zero-day exploits
- Insider threats
- Novel execution patterns
Not just what ran. How it was spawned.
Alongside the statistical engines run strict, deterministic heuristics. Ancestor-aware lineage tracking and stateful telemetry enrichment traverse the full process tree, so a rule does not just evaluate what a binary is doing, it mathematically verifies how it came to exist. That closes the blind spots that living-off-the-land techniques exploit.
Exposes
- LOLBin abuse
- Masqueraded processes
- Suspicious ancestry
Specterforce
Specterforce turns research into coverage.
Specterforce is the detection content and research engine inside Vantage: continuous research, run for you as a managed service, published as coverage you can audit.
Mapped to ATT&CK, open to audit.
Every piece of detection content carries its ATT&CK technique mapping and the research that produced it. Coverage is a map you can inspect, question, and direct, not a count on a slide. Specterforce publishes what it covers, and the gaps guide where research goes next.
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Latest detection releases
Live strip of the three most recent Specterforce releases from releases.json, dated and campaign-linked.
Nothing ships on a hunch.
Specterforce researchers dissect live malware, track active campaigns, and encode what they learn as detection content. Every detection is validated against retained telemetry before it ships.
Service offerings
Detection engineering, run as a service.
Specterforce is not a rule pack you install and then own. It is a customized detection engineering service, offered three ways depending on how much of the engineering Bloo runs for you.
Research Advisory
Research-driven prioritization for teams with their own detection engineering function: posture reviews, threat reports, watchout lists, and a prioritized detection backlog to build against.
Best for: customers with an in-house detection engineering team who need research-driven prioritization.
See what's included →Stealthpack
The core service. Bloo researchers and detection engineers build, publish, and tune customer-specific detections on a monthly rhythm, grounded in your infrastructure, software, and telemetry.
Best for: customers who want an ongoing detection engineering function without building the entire team internally.
See what's included →Stealthpack Pro
A dedicated detection pod aligned to your environment: weekly working sessions, sprint-based detection builds, priority sweep workbooks, and ongoing tuning.
Best for: enterprises with complex infrastructure, high alert volume, or aggressive coverage goals.
See what's included →The foundation
Built on Datafabric, so nothing is out of reach.
Vantage does not keep its own copy of your data. It reasons over Datafabric, the telemetry substrate that captures and retains full-fidelity telemetry inside your cloud. Every detection carries the full history behind it, and the economics stay predictable as telemetry grows.
Explore Datafabric →High-fidelity detections
High-fidelity signals, grounded in evidence.
A signal is only worth the understanding behind it. Vantage attaches the understanding.
Full history attached
Every detection arrives with the entity histories and the causal chain behind it, reconstructed from retained telemetry rather than a lookup window.
Validated before deployment
Specterforce validates detection content against retained telemetry before it ships, so coverage grows without growing the noise.
Structured for machines
Detections are structured knowledge: machine-consumable, campaign-linked, and ready for agent-driven reasoning downstream.
Proof
Proof in the numbers.
Specterforce publishes its research. The coverage behind Vantage is inspectable, not a black box.
- 18
- Public malware research dossiers
- 24
- Telemetry integrations covered
- 6
- Threat campaigns tracked
- Years
- Searchable lookback at detection time
Customers
Proven in production.
Teams that retired window-priced detection onto Vantage.
"A single investigation thread across two domains."
Vice President, Security Operations
Top-10 Indian private sector bank
"From constructing the story to reviewing the story."
Director, Security Operations Center
Top-5 Indian pharmaceutical manufacturer
"One surface for the entire investigation workflow."
Head of Threat Operations
Tier-1 Indian telecom operator
"Intent, not just capacity."
Joint Director, Cybersecurity Division
Central government cybersecurity agency
Window vs memory
A window expires. Memory compounds.
Traditional SIEM detects over what it could afford to keep, a rolling window shaped by ingestion pricing. Vantage detects over memory, the full history Datafabric retains. SIEM remains a consumer of Bloo, not the other way around.
| Detection over a window | Detection over memory | |
|---|---|---|
| Lookback at detection time | 30 to 90 days, set by cost | The full retained history, set by you |
| What a new detection sees | Future events only | Every event since capture began |
| Context on a signal | The triggering event | Entity histories and causal chains |
| Economics | Scale with volume ingested | Scale with time, not volume |
| Retrospective hunting | Re-ingest from cold storage | Reason over what is already there |
Coverage
Detection across your whole telemetry estate.
Vantage detects over everything Datafabric captures: cloud, identity, endpoint, application, infrastructure, and security telemetry.
- Akamai Security Events
- Amazon Inspector
- AWS CloudTrail
- AWS CloudWatch
- AWS GuardDuty
- AWS Kinesis
- Azure Blob Storage
- Azure Event Hub
- Cisco Secure Endpoint
- Cloudflare
- CloudSEK
- CrowdStrike Falcon
- Duo Security
- Fortinet FortiGate
- GCP Activity Logs
- GCP Pub/Sub
- GitHub Audit Log
- Google Workspace
- Jumpcloud
- Kubernetes Audit Logs
- Linux Syslog
- Microsoft Defender for Endpoint
- Microsoft Entra ID
- Microsoft Exchange Online
- Microsoft Sentinel
- Okta
- Palo Alto Networks NGFW
- RediffMail Pro
- SentinelOne
- Sophos
- Tenable Security Center
- Trend Micro Vision One
- Zscaler
Questions
Frequently asked questions.
Is Vantage a SIEM?
No. Vantage is detection built on Bloo, the system of record for Telemetry Intelligence. Traditional SIEM is a consumer of Bloo, not the other way around. Teams often retire SIEM detection workloads onto Vantage because it reasons over the full retained history instead of a priced window.
Does Vantage require Datafabric?
Yes. Vantage is built on Datafabric, the telemetry substrate that captures and retains full-fidelity telemetry inside your cloud. That foundation is what gives every detection full-history context and predictable retention economics.
How do detections stay current?
Specterforce, the research engine inside Vantage, continuously turns malware analysis, campaign tracking, and detection engineering into encoded knowledge. New content is validated against retained telemetry before it is deployed to Vantage.
Does Vantage map to MITRE ATT&CK?
Yes. Every piece of detection content ships with its ATT&CK technique mapping, and coverage is published as an inspectable matrix. You can audit where coverage concentrates, question the gaps, and direct Specterforce research toward the techniques that matter most to your estate.
Is Specterforce a managed service?
Yes. Specterforce operates as a managed detection engineering service inside Vantage. Its researchers extend coverage for your environment, validate every piece of content against your retained telemetry before it deploys, and keep tuning content as your estate changes, so coverage compounds without added headcount.
What happens when a detection fires?
The signal arrives with its evidence: the reconstructed causal chain, entity histories, campaign attribution, and technique mapping. From there SynthAI carries it into agent-driven reasoning and triage, and the outcome escalates into your existing workflow tools with the full history attached.
Can Vantage run alongside my existing SIEM?
Yes. Bloo replaces your log data lake on day one, and traditional SIEM becomes a consumer of Bloo rather than the other way around. Most teams route Vantage signals into their existing SOC workflow immediately, then retire window-priced detection workloads at their own pace as coverage proves itself.
What telemetry does Vantage cover?
Vantage detects over everything Datafabric captures: cloud, identity, endpoint, application, infrastructure, and security telemetry across 24 integrations, with coverage growing through Specterforce research.
From the research desk
Reading behind the detections.
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Bring encoded knowledge to your telemetry.
See a Specterforce detection sweep a real history, and what it finds there.