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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.

SIEM
Log management & data layer for the SOC
Detection
Engineering
Rule writing, tuning, and coverage expansion
AI
Investigation
Autonomous triage, context, and analysis
Response
Case management, containment, remediation, orchestration
Risk
Threat hunting, threat intel, posture, and exposure
7AI
Agentic SOC OS
One platform replacing five vendor categories

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.

Automated Governed Easy

Powered by a shared federated data layer

7AI Agentic SIEM

Federated
Data Layer
Sigil Agentic SIEM
Query · Store · Correlate
Threat Intel
Ingest feeds, extract IOCs, map to MITRE
Hunt
Search for threat presence across all sources
Detect
Auto-expand coverage, deploy new rules
Investigate
Full-context autonomous investigation
Respond
Contain, remediate, escalate
Optimize
Tune false positives, refine rules, learn

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

7AI unified dashboard
AUG '26 Building universal starting point, along with extending persona based loading locations

Simplification of Experience — Unified Chat

AUG '26 Prioritization of universal Chat across all modules of the platform. ie: Chat with Investigation to Chat with Cases, Workflow Builder, Hunt...

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.

Detection dashboard
LIVEInvestigation coverage, Escalation & Rule Routing *not shown

Rule Optimization

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

MITRE coverage
V1 LIVE, V2 Q4V2 Extension coming re: Ability to add compensating controls

Detection Optimization

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

Detection optimization
AUGAggregation and edit live now. Optimization August.
Det. Eng.
AI Investigation
Response
Risk
SIEM

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.

Investigation skill builder
EV3 ROLL OUTIn beta. GA July for Threat Hunt, August for Investigations

New Investigation Flow

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

New investigation flow
EV3 ROLL OUTCurrently in Beta, August to all accounts.

Dynamic Summaries

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

Dynamic summaries
SEPT '26Content Skills will allow for control of Dynamic investigations
Det. Eng.
AI Investigation
Response
Risk
SIEM

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.

Case management
NOW GAContinuous improvement re: simplification

Actions Library

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

Actions
NOW GAContinuous extension of Workflows

Workflow Autopilot

Visual workflow builder. Fully configurable automated response chains.

Workflows
JULY GACurrently in Beta (flows live, created by PLAID)

Mobile App

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

Mobile
SEPTiOS and Android Working prototypes available
Det. Eng.
AI Investigation
Response
Risk
SIEM

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 hunting investigation
LIVEIn early release, leveraged by ELITE. Iterating on Dashboard, UX

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.

Threat intelligence hunting
JULYGA release candidate functionality running in beta customers.

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.

Agentic reporting
SEPTAgentic Reporting Beta available in August, starting with Elite Reporting
Det. Eng.
AI Investigation
Response
Risk
SIEM

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.

Log collection dashboard
AUGInitial focus on Okta, Cloud trail & Entra, Saas and Customer owned store

Federated Search

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

Federated search
JULYNow available in beta, Metrics and tracking being added

Cross-Source Results

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

Federated search results
LIVEAvailable in the Beta version of Federated Search
Det. Eng.
AI Investigation
Response
Risk
SIEM

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.”

01

Beyond Triage

From reactive alert-handler to a proactive, conversational security operator.

02

Skills + Code Gen

The agent writes its own queries and small programs on the fly—not limited to pre-built buttons.

03

Modular by Design

New use cases ship as a module on top of the engine in weeks—not new products from scratch.

04

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.

Investigations
Automated deep dive
Ad Hoc Hunt
On-demand search
Intel Hunt
Intel-driven detect
Alert Triage
Signal classification
Writing Flows
Detect & workflow gen
Agentic Reporting
Reports on demand

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.

Automated Governed Easy

Powered by a shared federated data layer

7AI Agentic SIEM

Federated
Data Layer
Sigil Agentic SIEM
Query · Store · Correlate
Threat Intel
Ingest feeds, extract IOCs, map to MITRE
Hunt
Search for threat presence across all sources
Detect
Auto-expand coverage, deploy new rules
Investigate
Full-context autonomous investigation
Respond
Contain, remediate, escalate
Optimize
Tune false positives, refine rules, learn

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.

Federated
Data Layer
EV3 Agentic Engine
Query · Store · Correlate
Threat Intel
Ingest feeds, extract IOCs, map to MITRE
Hunt
Search for threat presence across all sources
Detect
Auto-expand coverage, deploy new rules
Investigate
Full-context autonomous investigation
Respond
Contain, remediate, escalate
Optimize
Tune false positives, refine rules, learn
Build
Author your own module on EV3

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.

SEPT Leverage universal chat to define the application you want to build

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.

SEPT Enable new applications to be run on top of the 7AI platform, transparent usage

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

5 Buckets · 1 Platform
SIEM
Log management & data layer
  • Federated query
  • Unified SQL · schema-on-read
  • Cost-aware routing
  • Log collection & health
Detection Eng.
Rule writing, tuning & coverage
  • Aggregate & visualize rules
  • MITRE coverage radar
  • AI rule tuning
  • Detection optimization
AI Investigation
Autonomous triage, context & analysis
  • Multi-agent investigations
  • Interactive investigation flow
  • Bring your own queries
  • Dynamic summaries
Response
Case mgmt, containment & orchestration
  • Unified case management
  • Action library & approvals
  • Workflow autopilot
  • Mobile app
Risk
Hunting, intel, posture & exposure
  • Agentic threat hunting
  • Threat intelligence hunting
  • Agentic reporting
  • Attack surface hardening
Build
Author your own module on EV3 — custom agentic workflows, purpose-built for your environment
EV3 AI Engine
Core Tech
One always-learning AI brain · Skills · Memory · Tools · Frontier Models
AI Native SIEM
Core Tech
Cloud-agnostic data layer · query in place · schema-on-read · Unified OCSF schema
Delivery Models
PLAIDIncluded

AI Security Engineers assigned to every account—customizing, optimizing, and evolving customer security operations.

PLAID EliteOptional

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.

01
24×7 monitoring, investigation, and response
02
AI agent oversight: validation of high-risk alerts
03
Incident response per your policies & workflows
04
Full transparency with detailed reasoning for every action
47 min
Faster per Investigation
83%
FP Reduction
200d
Dwell Time Solved
Faster MTTR

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.

future

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.

Required Platform Modules
Agentic Investigations
AI-powered investigations and context enrichment to uncover the full story faster.
Agentic Response
Automated containment and remediation actions to stop threats quickly.
Agentic Risk Mitigation
Proactive risk assessment and recommendations to reduce attack surface.
Agentic Detection
AI-driven detection engineering and threat analytics to find what others miss.
Log Store
Secure, scalable log storage for retention, compliance and analytics.
future
BUILD
Custom integrations & workflows — author your own module on EV3.

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.

01

Federated Query

Splunk, Sentinel, ClickHouse, Snowflake, S3—queried in place. Compute pushes to the source.

02

Unified SQL

One dialect, OCSF field names. Auto-translates to SPL, KQL, ClickHouse, Snowflake.

03

Schema on Read

Source-native format. OCSF mapping at query time. No ETL, no vendor lock-in.

04

Cost-Aware Routing

Planner picks the cheapest, fastest backend per table. Hot SIEM + cold S3, one query.

05

Cross-Source Detection

Rules span every backend. Threshold, baseline, anomaly. Sigma-compatible.

06

Ingest only what’s needed

Managed lake on ClickHouse, Snowflake, or S3/Iceberg when you need a home.

Det. Eng.
AI Investigation
Response
Risk
SIEM