LensReading which lens this session carries.
Information Technology/Cybersecurity Operations

Sub-function

Cybersecurity Operations

Owns alert work end to end inside Information Technology. Runs 3 lines across 21 stations, drains the repeatable share into the AI-OPS tower, and holds 6 human gates.

orchestrator Security Operations Orchestratorhuman owner Director, Security Operations routes into ai-ops

Estate rating

A

79 / 100

autonomy 80%cap 85%

Triage, enrichment and in-policy containment run in seconds because speed is the control. Declaring a major incident and any external notification are human acts.

Agents

9

Lines

3

Units / wk

10,535

Timetable vs actual

8.0h → 8.2h

Cost / unit

$5.44

was $19

Run-rate saving

$7.5M

annualized at this volume

The 9 agents running this sub-function

Grouped by what they are for, not by where they sit. The agent org is process-shaped.

OrchestratorOwns the queue and arbitrates between desks.

Security Operations Orchestrator

Owns the cybersecurity operations lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA342 / 24h90%12% ovr$2.40/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Alert Triage Agent

Runs the repeatable portion of cybersecurity operations inside the shared transaction spine at spine cost and spine controls.

AI GBSA33,727 / 24h91%1% ovr$0.48/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Forensics Support Agent

Runs the repeatable portion of cybersecurity operations inside the shared transaction spine at spine cost and spine controls.

AI GBSA31,676 / 24h89%7% ovr$0.16/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Threat Intelligence Agent

Executes the cybersecurity operations step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,173 / 24h90%6% ovr$0.07/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Containment Agent

Executes the cybersecurity operations step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA3355 / 24h98%5% ovr$0.59/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Phishing Response Agent

Executes the cybersecurity operations step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,160 / 24h99%1% ovr$0.45/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Vulnerability Agent

Executes the cybersecurity operations step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA3246 / 24h88%7% ovr$0.36/task

ceiling A3 · escalates to Escalates to Director, Security Operations when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Security Policy Agent

Holds the rules that bind every other agent in cybersecurity operations. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA214 / 24h93%11% ovr$8.38/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

ChallengerPaid to disagree before a human has to.

Cybersecurity Operations Challenger Agent

Adversarial reviewer for cybersecurity operations. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA262 / 24h88%8% ovr$5.34/task

ceiling A3 · escalates to Escalates when a ratified position is still running against a break condition it flagged.

Estate rating breakdown

Seven control dimensions. Judgment readiness runs against autonomy on purpose.

Control Coverage72
Evidence Quality83
Override Discipline87
Data Integrity93
Recovery Readiness90
Cost Transparency73
Judgment Readiness56

People

What the humans stopped doing, and what they do now.

headcount on this work37.920.2 FTE

Redeployed into cross-function process redesign.

inference cost per unit$1.60

Lines running in this sub-function

Each line is a workflow. Click a line to walk it station by station.

13 clear5 evidenced1 held
IT7ASecurity Alert TriageTransactional · 7 stations

Ingest

1 live

Enrich

28 q

Score

1 live

Auto-close false positive

2 live

Contain in-policy

1 live

Analyst review

1 live

Escalate incident

1 live

IT7BPhishing Campaign ResponseTransactional · 6 stations

Detect

28 q

Quarantine

1 live

Purge mailboxes

9 q

Notify users

2 live

Block indicators

2 live

Report

2 live

IT7CMajor IncidentTransactional · 8 stations

Declare

7 q

Contain

2 live

Human commander

4 q

Assess exposure

1 live

Legal notify

1 live

Restore

14 q

Post-mortem

22 q

Board report

1 live

Strategy positions this sub-function holds

An agent that only executes is a robot. These are the calls it made, the argument against each one, and what would prove it wrong.

IT7-POS-100

Cybersecurity Operations Operating Position

Ratifiedv2

What operating shape carries twice the current alert volume without adding headcount, and what breaks first if we are wrong?

Hold the ceiling at A3 for cybersecurity operations. Triage, enrichment and in-policy containment run in seconds because speed is the control. Declaring a major incident and any external notification are human acts. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

74%

The challenge — Cybersecurity Operations Challenger Agent

Cybersecurity Operations Challenger Agent argues the recommendation leans on 2 quarters of data from a period with no volume shock. The confidence band overlaps the alternative, and the position does not say what it would take to be wrong. Recorded as a dissent, not a block.

Break conditions

  • ·Override rate rises above 9 percent for two consecutive months
  • ·Cost per alert stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No external comparator on a like-for-like unit definition
  • ·Exception cases under $31k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$447k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$306k to build controlsOverride rate is 10 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$340k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Security Operations Orchestratorratifier Director, Security Operations3 stated assumptions
outcome partially held

Ratified 8 months ago. Measured since: cost per alert fell 6 percent against a forecast of 10 percent.

Policy register

The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.

RefRuleScopeOwner agentApproved byVersionStatus
IT7-POL-200

Cybersecurity Operations Decision Envelope

Agents in this lane may act without a human when the alert sits inside the stated value, risk and confidence envelope. Outside it, the unit holds at a gate with a named approver and a running clock.

binds 6 agents · LATAM · US

envelopeSecurity Policy AgentDirector, Security Operationsv4.6Active
IT7-POL-201

Cybersecurity Operations Evidence Standard

Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. An action with no evidence record is treated as a control failure, not a fast decision.

binds 6 agents · US · Canada

evidenceSecurity Policy AgentDirector, Security Operationsv3.7Active