Forecast
Where does this land if nothing changes?
A report shows you last month. A forecast commits to a number for next quarter and prints the assumption underneath it, so you can argue with the assumption instead of trusting the number.
Fluency Security AI-native · headless by design
The Unbounded SIEM
Ask the questions nobody built a report for.
A bounded SIEM only answers what its interface anticipated. Fluency investigates across sources that were never log feeds, changes method when the evidence turns, and ends with a decision you can act on and defend — not a dataset.
How Unbounded works
Put AI in front of the SIEM—and unleash what it can do.
Ask in your AI clientChatGPT, Claude, and others.
Keep Fluency in controlMCP governs the work.
Get something usefulYour answer, ready to present.
For the manager
A static report hands you data and calls it an answer.
Forecast, compare, analyze. These are the three things a manager actually needs, and the three a fixed report cannot do. It presents the data and leaves the analysis where it started — with you.
Compare
Is this worse than last time, and why?
Almost every operational question is a comparison, which makes it a different question every time it is asked. That is where a fixed report goes stale first.
Analyze
What does this actually mean?
A report stops at the data and leaves the interpretation to the reader. But interpretation was the work the manager wanted help with in the first place.
None of the three is a lookup. They are judgements — which is exactly why no interface could anticipate them, and why they never became a dashboard.
Watch the story
See what it means to be Unbounded.
See how Fluency evolved beyond the limits of SaaS SIEM and gives security leaders access not just to data, but to knowledge.
The Unbounded Foundation
Introduction to Fluency
See how Fluency’s streaming architecture and federated data foundation power UEBA, risk scoring, AI triage, and investigations—then extend beyond SOC operations into reporting, governance, compliance, forecasting, and security management.
Beyond SIEM
From Data to Knowledge
See how Fluency moves beyond information and event management to deliver the knowledge a CISO needs—combining security data, organizational context, and agentic AI to support decisions and action.
Operational modes
Install the operating model, not another prompt box.
Fluency packages skills, functions, and MCP server wiring so agentic clients can run safe operational workflows without exposing raw Fluency APIs. The MCP server remains the deterministic logic layer; the client routes, composes, and presents.
Ask questions no one dared to ask before, never mind dared to answer. Which tenants are unhealthy? Which signatures need ATT&CK mapping? Which customer has hidden operational risk?
Claude Co-WorkPredefined skillsScoped functionsTenant contextOperational modesAuditable outcomes
Scope
Tenant Context
Resolve customer, grid, account, and resources before work runs.
Status
Health & Ingress
Check data flow, integrations, degradation, and inactive sources.
Commercial
Billing
Summarize periods, licensed users, grid rollups, and snapshots.
Posture
Resource Review
Audit users, endpoint posture, AD hygiene, findings, and reports.
Cases
Behavioral Activity
Triage timelines, repeat actors, fingerprints, and ATT&CK context.
Rules
Signature Lifecycle
Draft, validate, compare, map, release, and improve detections.
Training
Replay
Turn cases and searches into sanitized scenarios and replay prep.
Safety
Schema & Fields
Discover fields and facets before workflows query customer data.
Operational proof
Reports that come from the same evidence analysts use
Replace status meetings and spreadsheet archaeology with living outputs: incident briefs, health summaries, coverage reviews, and executive-ready security narratives.
ATT&CK coverage
Coverage, case behavior, and detection gaps mapped into one customer-ready report.
View the full report
Source health
Data-source health, blind spots, stale feeds, and remediation priorities in one view.
View the full report
Case investigation
Analyst-ready incident narrative with evidence, timeline, and recommended next steps.
View the full report
Integrations and delivery
Bring security work out of the SIEM and into the operating model
Fluency works as the security logic layer for MSSPs and enterprises that need repeatable delivery, partner-ready services, and clean handoffs across tooling.
Current field notes and recognition history
The thinking behind headless security operations
Recent Fluency writing explains where the platform is going and why.
2024 archive
Momentum Leader
2024 archive
High Performer
Article
The LLM Proxy, and How to Put Your Agents Behind One
The exhibit floor at Black Hat this August had one theme, and it was not subtle. Roughly 235 of the 450 or so vendors on the floor marketed AI or agentic…
Read The LLM Proxy, and How to Put Your Agents Behind One
Article
What makes an MCP Headless?
"Headless" is a programming term, and it's older than the AI conversation now borrowing it. It describes a simple situation: a program wants to work with an…
Read What makes an MCP Headless?
Article
AI Did Not Change the Attack
Loading the Elevenlabs Text to Speech AudioNative Player... “AI is compressing the cyber kill chain” is a warning that now appears throughout the security…
Read AI Did Not Change the AttackReady for headless operations?
Give every security role the interface their work actually needs
Give analysts evidence, give technical CISOs control, give business CISOs answers, and give every stakeholder the right interface for the job.