Answer the operational question
Show which tenants, sources, cases, coverage gaps, and risks need attention without forcing a dashboard hunt.
Fluency is the SIEM that packages investigations, reports, posture checks, detection reviews, and service workflows so analysts, managers, CISOs, and AI clients can run trusted security work from any surface.
5
workflow packages to start from
1
shared investigation layer
24/7
MSSP-ready workflows
0
raw-agent SIEM access
Live investigation layer
Business and technical questions
Ask Fluency
Which customers have stale identity telemetry and rising endpoint risk this week?
Pull live context
Tenant, data-source, case, endpoint, identity, and coverage data come together through repeatable workflows.
Return evidence-backed answers
Responses include why the answer is true, what changed, and which records support the conclusion.
For CISOs and managers, questions become defensible operating answers with evidence already attached.
Built by operators
Analysts need evidence, managers need consistency, CISOs need defensible reporting, and AI clients need approved actions. Fluency keeps those outputs tied to the same source truth.
Validate the system
Technical security leaders need to trust the data path, the detection logic, the enrichment, and the explanation. Fluency keeps every conclusion connected to the evidence and workflow that produced it.
Source-backed case narratives
Detection and coverage gaps
Workflow controls
AI-native security operations
The sale is not a chat box. The value is repeatable security work: evidence-backed answers, consistent investigations, safe automation, and reports leaders can use.
Show which tenants, sources, cases, coverage gaps, and risks need attention without forcing a dashboard hunt.
Build analyst-ready narratives with raw events, enrichments, identities, assets, timeline, and decision context attached.
Health checks, coverage reviews, replay analysis, signature validation, and service reporting run from approved inputs.
Return analyst handoffs, customer reports, CISO summaries, or executive-ready recommendations from the same evidence.
Watch the story
The videos explain the platform story: how Fluency turns SIEM data, security expertise, and AI clients into repeatable operating workflows.
Fluency Introduction
A short view of the platform and the operating model behind Fluency security workflows.
AI SIEM
See how AI-assisted security work can run through repeatable workflows instead of another disconnected prompt box.
Operational modes
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?

Scope
Resolve customer, grid, account, and resources before work runs.
Status
Check data flow, integrations, degradation, and inactive sources.
Commercial
Summarize periods, licensed users, grid rollups, and snapshots.
Posture
Audit users, endpoint posture, AD hygiene, findings, and reports.
Cases
Triage timelines, repeat actors, fingerprints, and ATT&CK context.
Rules
Draft, validate, compare, map, release, and improve detections.
Training
Turn cases and searches into sanitized scenarios and replay prep.
Safety
Discover fields and facets before workflows query customer data.
Operational proof
Replace status meetings and spreadsheet archaeology with living outputs: incident briefs, health summaries, coverage reviews, and executive-ready security narratives.
Coverage, case behavior, and detection gaps mapped into one customer-ready report.
AI clients need Fluency's operating model
Give them a health review, a case investigation, a monthly SOC report, a replay test, or an onboarding workflow. Fluency handles the modes, permission-aware functions, packaged skills, evidence, and explicit write boundaries underneath.
See how AI clients run Fluency workCo-Work operations
Runs named security jobs such as health reviews, case investigations, monthly SOC reports, onboarding checks, and CISO summaries.
Security engineering
Improves packaged skills, signatures, replay scenarios, report artifacts, and function contracts while staying inside explicit operating boundaries.
Implementation agent
Keeps manifests, skill parity, tests, docs, dashboards, and generated reports aligned with the operating surface.
Custom clients
Connect through the same boundary to run approved Fluency jobs, not arbitrary APIs, raw database access, or unsafe writes.
Why teams switch
Search boxes and dashboards still matter, but they are no longer enough. Security work now needs reusable investigations, explainable AI, operational reports, and consistent outcomes across every customer and team.
Legacy SIEM
With Fluency
AI bolted onto old tooling
With Fluency
Reporting by spreadsheet
With Fluency
Integrations and delivery
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
Recent Fluency writing explains where the platform is going. Recognition is shown as an archive, not as a substitute for current customer proof.
2024 archive
Momentum Leader
2024 archive
High Performer

Headless SIEM
Fluency explains the headless architecture, logic layer, and role-specific packages behind AI-assisted security operations.
Read more
Data Fabric
AI, analytics, compliance, and operational telemetry are forcing organizations to rethink how data is managed and routed.
Read more
Modern SIEM
A modern SIEM is built around data fabric, lakehouse storage, and streaming analytics instead of a database-first model.
Read moreReady for headless operations?
Give analysts evidence, give technical CISOs control, give business CISOs answers, and give every stakeholder the right interface for the job.