FOUNDATIONAL
AI SECURITY
Security has an application layer. Now it has a foundation.
July 2026 · 7AI
The setup
Security has an application layer.
Now it has a foundation.
The AI industry
Security, now
One foundation. Three ways to use it.
The definition
What foundational AI security is made of
Three things you already have. One thing that never existed. Combined into a foundation.
Your data
Reached in place. Never forced into one store.
Your security tools
The agents drive the stack you already own.
Your context
A live knowledge graph of your environment.
What 7AI brings
The layer that turns reasoning into security work.
Foundational AI security
The layer security operations run on. Grounded in your world, doing the work, getting smarter with every run. Humans on the loop.
Take any one away and it is just another tool. Together, it is a foundation.
The flywheel
A foundation is not passive.
It runs.
Every mission feeds every other mission. The system gets smarter with every run.
Input
Every alert, from every source, all the time.
Output
Escalations, judgment calls, direction. People set intent, agents do the work.
In production: 7M+ alerts processed. 1M+ analyst hours given back.
This is why it gets smarter over time. The flywheel never stops.
The core
Everything learned, about your environment and about the work itself. Compounds with every run.
Watchlisting in the data stream. Detections tuned by what investigations learn.
Agents swarm every alert. Verdict in minutes, evidence attached.
Isolate the machine, revoke the credential. Close the loop from verdict to action.
Proactive sweeps, seeded by what the investigations keep finding.
Signals worth a look
Verdicts with evidence
Confirmed tradecraft
New detections to run
One click down
The 7AI platform architecture
A persistent harness. Dynamic agents. A SOAR that acts. A federated SIEM underneath. It stores, thinks, acts, and learns.
Missions
Persistent. One harness, tuned per mission.
Decomposes the mission. Decides which agents to spawn, in what waves.
The same harness, tuned per mission type.
Picks the right capability for each step.
Every outcome written to memory.
Intelligence, built or bought
Dynamic. Spawned per mission, in waves. One per artifact. Then gone.
← Spawns · Findings →
Synthesizes every finding into one verdict.
Drawn on by both
Procedural, shared. Declarative, yours. Long and short term.
Posture, coverage, trends.
Verdicts → actions
Every mission, evidenced and auditable.
Deterministic when you want it, agentic when you don't.
Build your own playbooks in plain language.
Watchlisting runs in-stream.
7AI-managed or bring your own.
Search and detect across sources without centralizing them.
Coverage, tuning, optimization.
The data layer, one click further
7AI Federated SIEM
The data layer of the foundation, drawn left to right. Every stage is plug and play.
Stage 01
Ingestion & pipelining
Move logs and alerts from every source system. Watchlisting runs in-stream during ingestion, planting the seeds that tell the system where to look.
Stage 02
Federated storage
7AI-managed storage, or bring your own. Your Snowflake, your data lake, your database. The economics and the ownership are your choice.
Stage 03
Detection, query & reporting
The compute layer over the data. Triage queries, analytical detections, dashboards and reporting over findings.
Stage 04
Detection intelligence
Manage what you detect on. Coverage, overlap, and optimization, continuously fed by triage and investigation outcomes.
← Outcomes tune the pipeline
Federated means mix and match
You own pipelining, storage, and query. 7AI runs the intelligence layer on top.
Your data already sits in a lake. 7AI runs detection and intelligence against it.
Fully opaque to you. 7AI moves, stores, detects, and manages end to end.
One foundation.
Three ways to use it.
Run the platform
Like opening the app. Your team operates the agents directly and stays on the loop.
PLAID ELITE
Fully managed, 24x7. Dedicated AI Security Engineers run it for you, with overwatch on every outcome.
Build on 7AI
Like building on the model. Partners build their own services on the same foundation.
7AI · The foundational AI security company · Do Human Work · 7ai.com