7AI Roadmap
The Agentic OS for Security Operations
May 2026 — Confidential
Today's Topics
Agenda
01
Platform
The agentic operating system for security — detection, investigation, response, hunting, and SIEM unified in one flywheel.
02
Services
Plaid Elite — 24×7 managed security operations. Elite analysts operating the platform in collaboration with your team.
Product Strategy
The Operating System
for the Agentic SOC
Five categories of security operations are collapsing into one $14B+ AI-native market. 7AI is the only platform purpose-built to unify them.
Engineering
Investigation
Agentic SOC OS
7AI Platform
Continuous Security
The Agentic
Flywheel
Threat intelligence drives hunting, hunting expands detection, detection triggers investigation, investigation informs response, response feeds optimization — a self-reinforcing loop that gets smarter with every cycle.
Powered by a shared federated data layer
7AI Agentic SIEM
Data Layer
Query · Store · Correlate
The Platform
At a Glance
Detection, investigation, response, hunting, and SIEM—unified in one console. The agentic flywheel, running live across the SOC.
Unified Dashboard
Simplification of Experience — Unified Chat
Detection Engineering
Rule writing, tuning, and coverage expansion—centralized across sources and tuned by AI recommendations.
Aggregate & Visualize
Centralize rules across all sources. Show coverage gaps vs. MITRE ATT&CK. Visualize detection posture with real-time dashboards.

Rule Optimization
7AI recommendations plus commercial, open source feeds, and first party intel. MITRE coverage radar with gap analysis.

Detection Optimization
Per-rule tuning with 30-day metrics: detections, investigations, workflow executions, and determination outcomes. Surface noisy rules and tighten coverage continuously.

AI Investigation
Autonomous triage, context enrichment, and analysis—every alert investigated with full enterprise context.
Skills
Author investigation skills in plain markdown—review sequences, checklists, and relevance rules that bias the agent toward your own playbooks.

New Investigation Flow
A streamlined, interactive page: timeline of every event, inline remediation actions with status, and key findings—all replayable, all auditable.

Dynamic Summaries
Agentic investigation reports with customizable templates. Improve accessibility while keeping full detail access.

Response
Case management, containment, remediation, and orchestration—guided to fully autonomous workflows.
Case Mgmt
Aggregate cases from 7AI and cross-tools. Add evidence, assign users, track actions.

Actions Library
Pre-built and custom actions. Automated with full approval and auditing.

Workflow Autopilot
Visual workflow builder. Fully configurable automated response chains.

Mobile App
Lightweight mobile experience. Notifications, response actions, and collaboration on the go.

Risk
Threat hunting, threat intel, posture, and exposure—proactively reducing risk before alerts fire.
Threat Hunting
Multi-step agentic hunts with a transparent plan, chat-style reasoning, and per-step tool calls, queries, and findings—answer “are we affected?” in minutes.

Threat Intelligence Hunting
Continuous IOC matching against curated intel feeds. Each hit auto-spawns an investigation with full report context and per-connector hit counts.

Agentic Reporting
Describe the report you want; the agent generates it, complete with summary, MTTx trends, threat indicators, and threat-type distribution. Re-runnable, exportable, shareable.

SIEM
One surface across every security data backend. Collect what you need; query the rest in place.
Log Collection
A single pane for every connected source: health, volume, and freshness across cloud and security tools. 1.1B+ logs processed, hot storage at a glance.

Federated Search
Natural-language search across every connected source. Recent searches, connector coverage, and query status without learning vendor-specific dialects.

Cross-Source Results
Unified result table joining events across Okta, Microsoft Defender, and more—filterable, sortable, and explorable inline.

Strategic Tech Pillar
EV3 — One AI Engine,
Every Security Operation
Our in-house agentic platform—one always-learning AI brain that runs every 7AI product. Internally: “Claude Code for Enterprise Security.”
Beyond Triage
From reactive alert-handler to a proactive, conversational security operator.
Skills + Code Gen
The agent writes its own queries and small programs on the fly—not limited to pre-built buttons.
Modular by Design
New use cases ship as a module on top of the engine in weeks—not new products from scratch.
One Engine. Many Products.
Six modules in production today. Every new SKU is one more module on the same brain.
Strategic Tech Pillar
One Engine. Six Products.
Every Improvement Compounds.
Every customer-facing product is a thin module on top of the same engine. One investment. N products. Every engine improvement instantly upgrades all of them.
EV3 Engine
Skills · Memory · Tools · Frontier Models · Evals
↑ Every engine improvement upgrades every module ↑
R&D Leverage
Rivals build N products. We ship one platform that gets smarter weekly.
Speed to Revenue
New SKUs ship as modules—days of engine work, not multi-quarter product builds.
Future-Proof
As frontier models improve, every module captures the gain by design. v2 architectures cannot.
Continuous Security
The Agentic
Flywheel
Threat intelligence drives hunting, hunting expands detection, detection triggers investigation, investigation informs response, response feeds optimization — a self-reinforcing loop that gets smarter with every cycle.
Powered by a shared federated data layer
7AI Agentic SIEM
Data Layer
Query · Store · Correlate
Platform Extension
The Agentic Flywheel
+ Build
All five flywheel capabilities — plus the ability to build your own module — delivered in two motions.
01 — Platform
7AI Platform Self-Service
Your team operates the full agentic flywheel. Use EV3 to build your own modules on top of 7AI's security data layer — new capabilities in days, not quarters.
02 — Services
Plaid Elite Managed Operations
7AI's elite team operates the platform 24×7 — investigation, response, and module authoring — in full collaboration with your team.
Data Layer
Query · Store · Correlate
Build
Leverage EV3 to author your own security module — custom workflows, purpose-built for your environment, running on the same agentic engine as every 7AI product.
Build Your Own Module
Define custom agentic workflows in plain markdown. EV3 provides the runtime, data context, and tooling — your logic, your playbooks, your module.
EV3 Agentic Runtime
New modules ship as a thin layer on top of the EV3 engine. Every engine improvement — better models, new tools, improved memory — upgrades your module automatically.
The 7AI Platform — Defending via AI Scale
The OS for Enterprise
Agentic Security Operations
End-to-end security operations from detection through hardening—powered by AI agents, guided by elite security engineers, and organized around the five categories collapsing into one platform.
7AI Agentic SOC Platform
Multi-Agent Architecture
- Federated query
- Unified SQL · schema-on-read
- Cost-aware routing
- Log collection & health
- Aggregate & visualize rules
- MITRE coverage radar
- AI rule tuning
- Detection optimization
- Multi-agent investigations
- Interactive investigation flow
- Bring your own queries
- Dynamic summaries
- Unified case management
- Action library & approvals
- Workflow autopilot
- Mobile app
- Agentic threat hunting
- Threat intelligence hunting
- Agentic reporting
- Attack surface hardening
AI Security Engineers assigned to every account—customizing, optimizing, and evolving customer security operations.
Outsourced SOC capabilities—24×7 coverage with elite security engineers handling operations end-to-end.
24×7 Managed Security Operations
PLAID
ELITE
AI speed and scale.
Human trust.
Elite security team operating 24×7 in collaboration with your team—closing the gap traditional MDR can’t bridge.
7AI’s Role
Elite security team operating 24×7 in collaboration with customers.
Services
PLAID Architecture
PLAID
Onboarding and Optimizing the 7AI Platform
PLAID ELITE SERVICES
Managed security delivery and expert operations at scale
Incident Management
Incident Response
Eradicate and recover from incidents across your environment.
Threat Hunting
Proactively hunt and respond to emerging threats.
Elite SOC
24/7 Monitoring and threat containment.
Tailored Implementation
Custom Integrations
Integrate your tools and streamline workflows to fit your environment.
SIEM Migration
Migrate your SIEM seamlessly with minimal disruption and maximum value.
BUILD
Author custom workflows and integrations on top of the 7AI platform.
Posture Management
Exposure Management
Continuous discovery, prioritization and remediation guidance.
Security Program Optimization
Optimize visibility and detection coverage; enable reports on security posture.
Product Timeline
Thank You
Questions & Discussion
7ai.com
How it works
One surface across every security data backend
Query every store as one. Route to the cheapest source. Join only when necessary.
Federated Query
Splunk, Sentinel, ClickHouse, Snowflake, S3—queried in place. Compute pushes to the source.
Unified SQL
One dialect, OCSF field names. Auto-translates to SPL, KQL, ClickHouse, Snowflake.
Schema on Read
Source-native format. OCSF mapping at query time. No ETL, no vendor lock-in.
Cost-Aware Routing
Planner picks the cheapest, fastest backend per table. Hot SIEM + cold S3, one query.
Cross-Source Detection
Rules span every backend. Threshold, baseline, anomaly. Sigma-compatible.
Ingest only what’s needed
Managed lake on ClickHouse, Snowflake, or S3/Iceberg when you need a home.