AI-native SIEM Headless operations layer

Unleash the SIEM as AI-ready security workflows

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 for operational truth, not another dashboard.

Answer

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.

FS

For CISOs and managers, questions become defensible operating answers with evidence already attached.

Built by operators

Package the work by role, then let people and AI run it safely

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

Investigation depth without black-box answers.

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

Ask. Investigate. Automate. Report. Escalate.

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.

01

Answer the operational question

Show which tenants, sources, cases, coverage gaps, and risks need attention without forcing a dashboard hunt.

02

Assemble the case

Build analyst-ready narratives with raw events, enrichments, identities, assets, timeline, and decision context attached.

03

Run the repeatable workflow

Health checks, coverage reviews, replay analysis, signature validation, and service reporting run from approved inputs.

04

Close with the right output

Return analyst handoffs, customer reports, CISO summaries, or executive-ready recommendations from the same evidence.

Watch the story

See AI SIEM and Fluency in motion.

The videos explain the platform story: how Fluency turns SIEM data, security expertise, and AI clients into repeatable operating workflows.

Fluency Introduction

Fluency Introduction

A short view of the platform and the operating model behind Fluency security workflows.

AI SIEM

AI SIEM

See how AI-assisted security work can run through repeatable workflows instead of another disconnected prompt box.

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
Install Fluency MSSP package showing skills, MCP server, and capabilities for safe operational workflows

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.

Coverage, case behavior, and detection gaps mapped into one customer-ready report.

AI clients need Fluency's operating model

Claude, Codex, and ChatGPT should get jobs, not raw SIEM access.

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 work

Co-Work operations

Claude Co-Work

Runs named security jobs such as health reviews, case investigations, monthly SOC reports, onboarding checks, and CISO summaries.

Security engineering

Claude Code

Improves packaged skills, signatures, replay scenarios, report artifacts, and function contracts while staying inside explicit operating boundaries.

Implementation agent

Codex

Keeps manifests, skill parity, tests, docs, dashboards, and generated reports aligned with the operating surface.

Custom clients

ChatGPT and custom agents

Connect through the same boundary to run approved Fluency jobs, not arbitrary APIs, raw database access, or unsafe writes.

Why teams switch

Legacy SIEMs were built around the console. Fluency is built around the work.

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

  • - Console-first workflows
  • - Manual enrichment
  • - Search expertise locked in individuals

With Fluency

  • - Role-specific operating surfaces
  • - Investigation context assembled automatically
  • - Reusable workflow logic

AI bolted onto old tooling

  • - Summaries without enough evidence
  • - Prompt experiments outside process
  • - Hard-to-audit answers

With Fluency

  • - AI constrained by repeatable workflows
  • - Source records kept attached
  • - Repeatable outputs managers can trust

Reporting by spreadsheet

  • - Weekly manual rollups
  • - Stale screenshots
  • - Different answers for every audience

With Fluency

  • - Live posture and health reports
  • - Evidence-backed customer narratives
  • - Board-ready operational summaries

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. Recognition is shown as an archive, not as a substitute for current customer proof.

G2 Momentum Leader award

2024 archive

Momentum Leader

G2 High Performer award

2024 archive

High Performer

Delivering Logic as a Service

Headless SIEM

Delivering Logic as a Service

Fluency explains the headless architecture, logic layer, and role-specific packages behind AI-assisted security operations.

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Data Strategy is your next move

AI, analytics, compliance, and operational telemetry are forcing organizations to rethink how data is managed and routed.

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Defining the Modern SIEM

Modern SIEM

Defining the Modern SIEM

A modern SIEM is built around data fabric, lakehouse storage, and streaming analytics instead of a database-first model.

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Ready 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.