Analyze
What does the whole environment tell us?
Examine health, coverage, assets, vulnerabilities, controls, usage, and cases together to identify weaknesses and explain what matters.
Fluency Security AI-centric security operations
The Unbounded SIEM
Exceptional investigation. The whole security program beyond it.
UEBA, clustering, fault-tolerant risk scoring, and AI swarm investigation help Fluency cut through noise and close cases efficiently. Fluency Companion extends that same intelligence across the entire environment: find weaknesses, measure platform and data health, assess certification evidence, forecast capacity and cost, and guide the operating plan through a permission-aware MCP interface.
Starting at $75 a month →The Unbounded advantage
The agent knows what you mean. MCP teaches it how to use Fluency.
AnalyzeUnderstand what is happening across the operation.
ForecastProject what comes next with visible assumptions.
CompareFind meaningful change across time and environments.
Recognized by G2 · Fall 2026
High performer. Best support.
Customer satisfaction and support quality, recognized in G2's Fall 2026 reports.
For MSSPs, CISOs, and CIOs
Turn exceptional investigation into a complete security service.
Turn security telemetry into an ongoing advisory service. Show where the environment is weak, what changed, whether controls and evidence support certification goals, and what the organization should improve next.
Forecast
Where does this lead if nothing changes?
Project capacity, workload, cost, and risk from the evidence already in Fluency, with assumptions leaders can inspect and revisit.
Compare
What changed, where, and why?
Compare tenants, environments, teams, and time periods to reveal meaningful differences and direct the next operating decision.
Give the CISO or CIO a defensible operating plan: which gaps to address, where to invest, what to monitor, and how to measure improvement.
Evidence and certification readiness
Understand what your evidence actually supports.
Fluency analyzes available security evidence and documented processes to help teams assess readiness, identify gaps, and prioritize the work needed to close them.
Assess the evidence
Distinguish controls supported by evidence from those partially supported or not yet demonstrated. Keep the basis and limits of each finding visible.
Plan the next action
Identify missing telemetry, incomplete evidence, and process gaps. Turn the assessment into a prioritized remediation plan that teams can review.
Complement your compliance platform
Use the operational analysis alongside platforms such as Vanta and Drata. Fluency supports certification readiness; certification decisions remain with the assessor.
The SIEM foundation
Cut through the noise. Investigate with the full picture.
Fluency is built to excel at investigation. It organizes security activity before AI spends tokens on it, giving analysts and swarm workflows the correlated context needed to reach defensible closure efficiently.
Detect behavioral change
User and entity behavior analytics (UEBA) and correlation connect identity, endpoint, email, and cloud activity to reveal changes that deserve attention.
Cluster related activity
Clustering brings related signals into meaningful cases, reducing the number of separate alerts an analyst needs to investigate.
Investigate with AI swarms
Specialized AI work can follow the evidence in parallel, while risk scores, timelines, and source records keep the conclusion focused and reviewable.
Fluency Companion + MCP
One governed interface to the whole security operation.
Fluency Companion gives Claude and Codex permission-aware tools, context, and operational guidance—not only for investigations, but for health, posture, certification evidence, onboarding, reporting, billing, detection engineering, and planning.
Explore Fluency Companion and guided workflows →How Unbounded works
Fluency MCP teaches the agent how to use Fluency.
Ask in your AI clientChatGPT, Claude, and others.
Teach the agent FluencyMCP supplies the operating knowledge.
Analyze, forecast, compareGet useful work grounded in evidence.
Inside Fluency Companion
One exceptional investigation. One part of a larger system.
Companion brings correlated evidence, behavioral context, risk, and the next action into one working view. The same governed interface supports health reviews, certification evidence, weakness analysis, reporting, and operating plans without rebuilding the context.
Product screenshots use the Expo demonstration tenant with synthetic identities and intentionally unhealthy posture.
The company behind the product
A team that helps you put security intelligence to work.
Fluency combines its SIEM with hands-on deployment and ongoing support. We help customers overcome integration obstacles, establish useful workflows, and build operational capability.
Deploy with a practical plan
Agree on the first sources, access requirements, and questions to answer. Verify data flow and usable results as onboarding progresses.
Operate across customers
For MSSPs, multi-tenant workflows support customer onboarding, health reviews, investigations, and reporting within the appropriate customer scope.
Keep improving with support
Work with a team that understands the product and the operational obstacles. Fluency was recognized for Best Support in G2’s Fall 2026 reports.
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 SIEM
Free AI from SIEM API Ignorance
See why AI needs governed access to SIEM knowledge—not another brittle API integration—and how Fluency makes that operating model practical.
Behavioral AI Triage
Stop Sending Every SIEM Alert to AI—Use UEBA Clusters Instead
See how behavior clusters give AI the correlated context it needs to investigate meaningful activity instead of processing isolated alerts one at a time.
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
The thinking behind headless security operations
Recent Fluency writing explains where the platform is going and why.
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.