Executive Summary

Reflex: Intent In, Action Out

The AI workflow engine that eliminates manual playbook engineering. Describe what you need in plain English — Reflex plans, simulates, executes, and verifies. Zero code. Ever.

The Problem

23%

of SOAR playbooks are broken at any given time due to API changes and integration drift

$180K+

annual cost per dedicated SOAR engineer to maintain Python playbooks and integrations

6 months

average time from workflow design to production for BPMN/Camunda-based process engines

The Solution: Reflex

Reflex is an AI-native workflow engine that replaces manual playbook engineering with natural language intent. Every workflow passes through five AI-driven stages — no code at any point in the pipeline.

Intent

Describe in English

Plan

AI decomposes steps

Simulate

Digital twin dry-run

Execute

Durable execution

Verify

Causal validation

Key Metrics

0

Lines of code required

For any workflow

< 30s

Intent to execution

End-to-end

100%

Simulation coverage

Every workflow tested

99.99%

Execution durability

Temporal-backed

Architecture

Intent LayerLLM + Domain ModelsNL understanding tuned for security, network, compliance, and telecom
Planning LayerLangGraph (MIT)Multi-agent reasoning with dependency mapping and parallelization
Simulation LayerDigital TwinBlast radius analysis, side-effect prediction, rollback path validation
Execution LayerTemporal (MIT)Durable execution with checkpointing, retries, and crash recovery
Verification LayerCausal AI (SCMs)Post-execution causal analysis with self-correction

Total Cost of Ownership

Python SOAR + SIEM

$750K-$1.2M/yr

SOAR license + SIEM license + 2-3 SOAR engineers + integration maintenance

Visual / BPMN Workflow

$400K-$800K/yr

Platform license + process architects + template customization + ongoing maintenance

Reflex (SIEM + SOAR)

From $120K/yr

Combined SIEM + SOAR + AI workflows. No SOAR engineers. No code maintenance. No integration drift.

Works With Your Existing Stack

Palo Alto
CrowdStrike
Okta
Active Directory
AWS
Azure
Nokia
Cisco
Juniper
Jira
Slack
Teams