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Marketing ArsenalBuilder
ProductSolutionsFeaturesPricingEnterpriseCompany
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Marketing ArsenalBuilder

AI-native execution engine that replaces the coordination layer between strategy and deployed content. Brief in. Deployed content out. Nothing in between.

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System StatusSitemap
Semi-Autonomous Execution

Semi-Autonomous.
Fully Governed.

12 specialized agents deliberate in parallel. Quality thresholds gate every output. Validation dimensions enforce your standards. Human intervention drops below 5% — because the system earns trust.

Parallel Deliberation.
Not Sequential Handoffs.

Traditional workflows pass work down a chain. Each handoff adds latency and loses context. MAB agents operate as a mesh — sharing inputs, challenging assumptions, synthesizing outputs simultaneously. The result: activation plans that would take agencies 6-8 weeks, delivered in minutes.

MAB Mesh Network — 12 agents with dependency lines operating in parallel

Intervention When You Want It.
Autonomy When You Don't.

HITL Toggle

Enable per-execution human checkpoints or let agents run

Queue Visibility

See which agents are working, which are waiting

Progress Tracking

Real-time completion status (7/11 agents done)

Strategic Intervention

Step in at decision points, not production tasks

HITL Dashboard — queue visibility, toggle controls, completion tracking
Real-time feed — agent dialogue, warnings, status updates

Every Decision.
Visible.

Live Feed

Watch agents analyze, challenge, and synthesize

Quality Warnings

System surfaces "quality criteria not met" automatically

Audit Trail

Every agent action logged, timestamped, attributable

No Black Box

Decisions are traceable, not magical

Your Rules. Their Execution.

Configure per-agent behavior. Set quality floors. Define what "good" means for your organization.

Max Iterations

Cycles before mandatory human review

3 iterations max

Quality Threshold

Minimum score (3.0–9.0) for acceptance

7.5 minimum

Validation Dimensions

Custom criteria with weights

budget_fit: Weight 1.2, Threshold 7.5

Example Validation Dimensions

positioning_strength — Is the positioning defensible?
audience_reach — Will this reach the target audience?
channel_realism — Are channels realistic for the budget tier?

Specialists. Not Generalists.

Each agent owns a domain. Agents challenge each other. The ECD (Executive Creative Director) synthesizes.

Content Systems Lead

Content architecture, formats, cadence

Performance & Optimization Lead

KPIs, testing frameworks, optimization rules

Partnerships Lead

Co-marketing, sponsorships, influencer strategy

Brand Strategy Lead

Positioning, differentiation, competitive response

Media Strategy Lead

Channel mix, media planning, budget allocation

Journey & Experience Lead

Customer journey mapping, touchpoint orchestration

Insights & Measurement Lead

Attribution, measurement frameworks, reporting

Investment Strategy Lead

Budget distribution, ROI projections, spend pacing

Program & Operations Lead

Timeline, resources, operational requirements

Client & Business Lead

Business context, stakeholder requirements

Reputation & Risk Lead

Crisis scenarios, risk mitigation, compliance

Executive Creative Director

Creative synthesis, quality enforcement, final output

See It Run.

Request a strategic assessment. We'll demonstrate semi-autonomous execution on your brief.