LensReading which lens this session carries.
Marketing/Market & Competitive Intelligence

Sub-function

Market & Competitive Intelligence

Owns intelligence brief work end to end inside Marketing. Runs 3 lines across 16 stations, drains the repeatable share into no shared tower, and holds 3 human gates.

orchestrator Market Intelligence Orchestratorhuman owner Director, Market Intelligenceno shared tower — judgment density too high

Estate rating

A

76 / 100

autonomy 76%cap 86%

Monitoring and synthesis are continuous and touchless. Anything that becomes an external claim about a competitor is reviewed by a human first.

Agents

9

Lines

3

Units / wk

5,266

Timetable vs actual

23.0h → 22.5h

Cost / unit

$7.22

was $27

Run-rate saving

$5.4M

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.

Market Intelligence Orchestrator

Owns the market & competitive intelligence lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA335 / 24h95%15% ovr$6.63/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

ObserveWatches signals and watches the agents.

Competitor Monitoring Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA4127 / 24h95%9% ovr$6.52/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

Win/Loss Mining Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA455 / 24h92%13% ovr$7.41/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

Pricing Watch Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA493 / 24h97%11% ovr$3.92/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Analyst Coverage Agent

Executes the market & competitive intelligence step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA44,180 / 24h93%5% ovr$0.04/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

Battlecard Agent

Executes the market & competitive intelligence step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,623 / 24h94%1% ovr$0.16/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

Market Sizing Agent

Executes the market & competitive intelligence step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA4295 / 24h93%8% ovr$0.07/task

ceiling A4 · escalates to Escalates to Director, Market Intelligence when the unit falls outside the decision envelope or confidence drops below the floor.

StrategyForms and defends a position.

Competitive Doctrine Agent

Authors positions on market & competitive intelligence. Frames the question, models the options, and writes a recommendation a human can ratify or reject.

StrategyA2137 / 24h89%7% ovr$7.26/task

ceiling A4 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.

ChallengerPaid to disagree before a human has to.

Market & Competitive Intelligence Challenger Agent

Adversarial reviewer for market & competitive intelligence. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2134 / 24h97%4% ovr$4.66/task

ceiling A4 · 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 Coverage83
Evidence Quality74
Override Discipline76
Data Integrity80
Recovery Readiness87
Cost Transparency79
Judgment Readiness55

People

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

headcount on this work60.830.4 FTE

Redeployed into cross-function process redesign.

inference cost per unit$2.12

Lines running in this sub-function

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

9 clear3 evidenced0 held
MK2ACompetitive Move ResponseTransactional · 5 stations

Detect move

2 live

Assess impact

2 live

Draft counter-narrative

1 live

Leader review

1 live

Publish battlecard

36 q

MK2BQuarterly Market ReadAnalytical · 6 stations

Ingest sources

9 q

Synthesize

2 live

Size segments

45 q

Draft brief

14 q

Ratify

0 q

Distribute

13 q

MK2CAnalyst EngagementTransactional · 5 stations

Track coverage

1 live

Assemble brief

1 live

SME review

1 live

Submit

1 live

Log outcome

7 q

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.

MK2-POS-100

Market & Competitive Intelligence Operating Position

Rejectedv2

Which parts of market & competitive intelligence should deliberately stay human, and how do we defend that against a cost argument?

Hold the ceiling at A4 for market & competitive intelligence. Monitoring and synthesis are continuous and touchless. Anything that becomes an external claim about a competitor is reviewed by a human first. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

72%

The challenge — Market & Competitive Intelligence Challenger Agent

Market & Competitive Intelligence Challenger Agent argues the recommendation leans on 4 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 12 percent for two consecutive months
  • ·Cost per intelligence brief 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 $17k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$395k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$960k to build controlsOverride rate is 9 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$385k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Competitive Doctrine Agentratifier Director, Market Intelligence3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
MK2-POL-200

Market & Competitive Intelligence Decision Envelope

Agents in this lane may act without a human when the intelligence brief 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 3 agents · US · Canada

envelopeMarket Intelligence OrchestratorDirector, Market Intelligencev5.4Active
MK2-POL-201

Market & Competitive Intelligence 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 3 agents · Global · EU

evidenceMarket Intelligence OrchestratorDirector, Market Intelligencev1.7Active
MK2-POL-202

Market & Competitive Intelligence Escalation Rule

Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. Director, Market Intelligence owns the response clock.

binds 3 agents · EU · UK

escalationMarket Intelligence OrchestratorDirector, Market Intelligencev4.0Active