Headcount Is Not Leverage
Linear hiring adds fixed cost before it adds operating capacity. Your margins absorb the lag.
Scale execution velocity without linear headcount. Bespoke, human-in-the-loop AI agents engineered directly into your CPG enterprise tech stack.
Engineered specifically for 8-figure consumer brands spending $100k+/month seeking operational leverage and margin defense.
Shopify + Meta reconciled. Blended MER and contribution margin briefing prepared.
3 creative angles drafted from winning hooks. Awaiting brand team approval.
Churn-risk cohort identified. Win-back sequence staged for executive review.
Operational Metrics / Model Scenario
+3.4x
Execution Velocity
100%
Client Data Ownership
Security Status Ledger
Illustrative outputs and target metrics. Not a live connection or a performance guarantee.
03 / The Execution Bottleneck
More channels. More data. The same finite team. Growth demands a better operating model, not another layer of headcount.
Linear hiring adds fixed cost before it adds operating capacity. Your margins absorb the lag.
Teams reconcile disconnected platforms instead of acting on a shared, decision-ready view.
Creative testing, retention, and reporting compete for the same hours. High-value work sits in a queue.
04 / Institutional By Design
Not another subscription. An engineered operating capability your team controls.
| Operating Model | Generic AI Tools | GHMA Custom Agents |
|---|---|---|
| Brand Context | Generic prompts & templates | Your brand, workflows & data |
| Stack Integration | Manual exports & uploads | Native enterprise API connections |
| Execution Control | Variable oversight | Human sign-off by design |
| Data Ownership | Platform-dependent | 100% client-owned endpoints |
| Implementation | Self-serve onboarding | 90-day engineering & team handoff |
05 / Choose Your Capabilities
Three bespoke agents in your base sprint. Expand your initial scope with additional agents at $10,000 per build.
Turn winning ad data and customer feedback into brand-aligned hooks, scripts, and creative briefs.
META ADS · CUSTOMER VOICE
Reconcile blended CAC, MER, and contribution margin into decision-ready executive reporting.
SHOPIFY · META · GOOGLE
Surface churn-risk cohorts and draft retention, SMS, and email win-back sequences for review.
KLAVIYO · COHORT DATA
Identify competitor creative shifts and positioning across paid social and search.
PAID SOCIAL · SEARCH
Translate conversion insights into PDP and landing-page copy variants your team can test.
ANALYTICS · STOREFRONT
Build around proprietary databases, specialized platforms, and workflows unique to your enterprise.
YOUR STACK · YOUR WORKFLOW
06 / Enterprise Guardrails
Built around your infrastructure. Designed for accountable, human-directed decisions.
Every custom AI agent is engineered natively in Claude Opus 5.5 for frontier reasoning, complex multi-step workflows, and long-context enterprise brand fluency.
Secure connections to Shopify, Meta, Google, Klaviyo, and your proprietary data endpoints. No generic third-party wrappers.
You retain ownership of your data endpoints. Platform subscriptions and API token fees are paid directly by your company.
Claude Opus 5.5-powered reasoning with sandbox validation and approval guardrails. Nothing sends, publishes, or spends without sign-off.
07 / From Blueprint To Capability
A defined engineering sprint, with clear milestones and an operational handoff.
DAYS 01–30
Map your workflows, interview your team, audit your data stack, establish security guardrails, and blueprint three custom agents.
DAYS 31–60
Engineer and test your agents with enterprise-grade API connections. Validate outputs in a sandbox before anything touches live data.
DAYS 61–90
Upskill your team, validate alongside existing processes, refine outputs on real feedback, and hand over operational documentation.
08 / The Right Engagement
Different growth constraints call for different advisory models.
Embedded executive leadership to align strategy, commercial priorities, and team accountability.
Explore Fractional CGOA strategic roadmap for your consumer brand’s next stage of growth, before you build the infrastructure.
Explore DTC Blueprint09 / Apply For Partnership
A focused engagement for ambitious consumer brands. Quarterly sprint capacity is deliberately limited.
Three bespoke agents. Native stack integration. A team equipped to direct them.
Base Sprint Investment
$30,000
3 custom agents · $10,000 per bespoke build
Required post-sprint for refinement, API maintenance, and support. +$1,000/mo per additional agent. Platform and API fees billed separately.
🔒 Strict NDA & Non-Disclosure Bound • Managing Partner Response Within 24 Hours