Bloo SynthAI · reasoning · synthesize
Answers with the evidence attached.
SynthAI reasons over Datafabric to reconstruct what happened: security investigations, operations root cause, and explanations backed by the full telemetry history, not a summary of it.
The problem
The hours go into the how and the why.
When a Severity 1 hits, the alert takes seconds. Finding out what happened takes hours.
And it takes your most senior, most expensive people, pulled off the work only they can do, for as long as the investigation runs.
Six people, five hours each. That is 30 hours of your best people, spent before the fix even starts.
What SynthAI does
From what broke to why, in minutes.
SynthAI takes any operational issue, an application failure, an infrastructure degradation, a security incident, or a customer-reported defect, and reconstructs the complete causal chain: what broke, what caused it, what else it touched, and in what order. What takes hours of manual correlation returns in minutes, with the evidence attached.
Cross-domain
One incident, one investigation.
Datafabric captures telemetry from every control surface in one canonical store. SynthAI investigates across all of it in a single pass, so the incident decides the scope, not the tooling.
The same incident, investigated four times.
Each lead swivels through their own tools and rebuilds the same timeline from their own angle. The findings still have to be reconciled in a meeting. SynthAI removes the room: one investigation, run once, with every specialization's telemetry already in reach.
One causal chain, every control surface.
Incidents do not respect domain boundaries, so the investigation cannot either. SynthAI follows the causal chain across everything Datafabric captures: from an API anomaly into the transactions it touched, down to the IoT sensor behind it. One causal chain, not parallel case files.
One engine
One engine, every domain.
SynthAI is not scoped to a single IT discipline. It reasons across whatever telemetry your environment produces.
What you can investigate in applications.
> Why did checkout latency double after the 14:20 deploy yesterday?
> Trace the 500 spike on /api/orders back to the first failing service.
> Customer 48211 reports two failed payments this morning. Reconstruct their session.
> Which features degraded while the payments provider was slow last week?
>
What you can investigate in infrastructure.
> What changed before the storage latency anomaly on cluster pg-eu-2?
> Who modified the load balancer config in the last 30 days, and what did each change affect?
> Map the blast radius of the 03:10 DNS failure across services and regions.
> Find every recurrence of the intermittent NIC fault across the last six months.
>
What you can investigate in security.
> Hunt 185.220.101.34 across the last 12 months of telemetry.
> Gather all evidence for incident INC-4412 across identities, endpoints, and cloud.
> Reconstruct the lateral movement from compromised workstation WS-0142.
> Show me everything the svc-backup account touched in the last 90 days.
>
What you can investigate in operations.
> Follow transaction TXN-88213 end to end and isolate the failing step.
> Is the card fraud spike linked to the API anomalies from Tuesday night?
> What consumed the checkout SLO error budget this quarter?
> Audit everything that changed in the Saturday maintenance window, and what each change affected.
>
Why it works
Investigation changes when it runs on memory.
SynthAI runs on Datafabric, the system of record for enterprise telemetry. That changes what investigation can be.
Full history, not a rolling window
Most tools investigate against 30 days of data. SynthAI reasons across months or years of full-fidelity telemetry. The slow-burn precursor from six weeks ago is visible, and the pattern that only appears across quarters is reachable.
Cross-domain by default
Datafabric holds application, infrastructure, identity, and security telemetry in one canonical store. SynthAI correlates across all of it in a single pass. No federation, no manual pivoting between tools.
Evidence, not a verdict
SynthAI returns the causal chain with the supporting telemetry attached. Every conclusion is auditable, every step is explainable. The team sees the reasoning, not just the answer.
Starts from anything
A monitoring alert, a ticket, a manual trigger, a question. SynthAI meets your workflow where it already is.
Go deeper
The agentic data plane: how agents reason over structured, retained telemetry.
The foundation
Built on the system of record.
SynthAI 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, one canonical store across every domain. That is what makes cross-domain investigation a single pass, and what keeps the economics predictable as telemetry grows.
Explore Datafabric →In the family
Signals arrive, answers leave.
When Vantage raises a detection, it arrives with its evidence already attached, and SynthAI carries it the rest of the way: the reconstructed causal history, the blast radius, and the audit-ready trail. The same engine answers alerts from your existing tools, tickets, and questions typed by a human or an agent.
Explore Vantage →Enterprise
Built for the enterprise.
Investigation infrastructure has to live where your control, audit, and tooling requirements already are.
Deployed in your cloud
Your telemetry never leaves your environment. Investigation runs on data you already own and control.
Audit-ready by construction
Every investigation produces a structured, explainable evidence trail. Regulatory and compliance teams get the documentation they need without an analyst writing a report.
No replatforming
SynthAI works alongside your existing monitoring, alerting, and SIEM tooling. Bring the telemetry to Datafabric, and SynthAI reasons over it.
From the research desk
Reading behind the reasoning.
GTG-1002: AI Orchestrated Cyber Espionage Campaign
In mid-September 2025, Anthropic's Threat Intelligence team detected and disrupted a cyber espionage campaign attributed with high confidence to a Chinese state-sponsored group designated GTG-1002. It
Blog
From Headlines to Slack: Automating Cyber Threat Intelligence Delivery
As a Cybersecurity Analyst, staying ahead of the ever-evolving threat landscape is a non-negotiable part of the job. But in a fast-paced environment, manually looking through multiple sources for the
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The Agentic Data Plane: Bloo in the AI Stack
The agentic data plane is the infrastructure layer autonomous agents reason over. Structured, retained telemetry is its foundation.
6 min read
Questions
Frequently asked questions.
Is SynthAI a copilot or a chatbot?
No. SynthAI is the investigation and root cause engine built on Bloo, the system of record for Telemetry Intelligence. It does not summarize dashboards or paraphrase logs; it reconstructs causal chains from retained telemetry and returns them with the supporting evidence attached, so every conclusion is auditable.
Does SynthAI require Datafabric?
Yes. SynthAI reasons over Datafabric, the telemetry substrate that captures and retains full-fidelity telemetry inside your cloud. One canonical store across application, infrastructure, identity, and security telemetry is what makes cross-domain investigation a single pass instead of a federation exercise.
How does SynthAI investigate?
The way an analyst would, at machine speed. SynthAI forms hypotheses about what could explain the incident, spawns the primary tasks and secondary subtasks needed to prove or disprove each one, and opens new lines of inquiry as synthesis uncovers unknowns. Dead ends are closed explicitly, and every conclusion carries the telemetry that supports it.
What can start an investigation?
A monitoring alert, a Vantage detection, a ticket, or a question asked in plain language: hunt this IP across the last 12 months, reconstruct this customer’s failing session, gather the evidence for this incident. SynthAI meets your workflow where it already is, and returns the same evidence-attached causal chain regardless of how the investigation began.
Which domains does SynthAI cover?
Every control surface Datafabric captures: security, infrastructure, cloud, IoT, applications, APIs, and transactions. The domains are starting points, not boundaries. One investigation follows the causal chain across all of them in a single pass, so a fraud signal and the intrusion behind it resolve in the same case file, not two.
Does SynthAI reduce the people an incident pulls in?
That is the point. A Severity 1 no longer needs the application owner, the lead developer, DevOps, SecOps, and the cloud lead swiveling through separate tools for hours. SynthAI runs the investigation across all of their telemetry at once and returns the causal chain with evidence, so your most senior people review findings instead of assembling them.
How are conclusions explained?
Every investigation returns the causal chain with the supporting telemetry attached: what broke, what caused it, what else it touched, and in what order. Each step is explainable and each conclusion is auditable, producing a structured evidence trail that compliance teams can use as documentation.
Does SynthAI replace my monitoring or SIEM tools?
No replatforming is required. SynthAI works alongside your existing monitoring, alerting, and SIEM tooling, which remain consumers of Bloo. Bring the telemetry to Datafabric, and SynthAI reasons over it while your current workflow stays in place.
Where does SynthAI run?
Inside your cloud, on the Datafabric deployment you already control. Your telemetry never leaves your environment, and investigation runs on data you already own.
See an investigation reconstructed end to end.
Bring a real incident, and watch SynthAI return the causal chain with the evidence attached.