AI-Native Growth Engine

A Growth Engine Built for the AI Era.

When complexity and manual processes are choking growth, revenue leaders need a clean, AI-native engine that actually moves pipeline, conversion, and retention.

Book Intro Call How the Audit Works

AI Leaders vs Laggards

Digital/AI leaders deliver 2-6x shareholder returns compared to laggards. The maturity gap grew 60% in 3 years.

Laggards

Leaders (Lower)

Leaders (Upper)

Source: McKinsey

The Growth Engine Audit

We diagnose structural gaps across the entire sales & marketing funnel where AI can unlock system-level growth.

System-Level View

Single, shared view of growth aligning Product, Marketing, and Sales.

AI-Native Enhancements

Specific AI experiments (agents, embodiment) identified for high-leverage points.

Metric Integrity

Identification of data leaks and attribution gaps breaking your funnel view.

Audit Phases

1. Discovery & Intake

InputsExisting data, team interviews, tech stack review.

OutputsRaw gap analysis, stakeholder alignment.

2. Mapping & Diagnosis

InputsRevenue funnel metrics, CX walkthroughs.

OutputsVisual architecture map, friction point identification.

3. Opportunity Design

InputsAI feasibility study, GTM strategy.

OutputsPrioritized roadmap of system & AI enhancements.

4. Readout & Next Steps

InputsFinalized findings.

OutputsExecutive presentation, implementation plan.

AI Systems & Capabilities

Beyond the audit, we design and implement modular AI systems that extend your brand and automate complex growth functions.

01. TEAM & ORG ENABLEMENT

Structuring for the AI Era

Technology fails without user adoption. Align your people with your new AI systems. Empower teams to leverage AI to upskill, establish "Human-in-the-Loop" protocols, and build internal literacy programs to ensure your team wields AI tools effectively.

AI Literacy & Ethics Workshops
Role Redefinition & Reskilling
Change Management & Adoption Ops

Technology changes faster than orgs can adapt

The growing gap demands AI-enabled organizational change

02. BRAND EMBODIMENT

Turn Brand Guidelines into Living Systems

We analyze your brand signals to generate a "Brand Essence JSON"—the DNA of your company. This feeds into a Persona Workbench to create consistent, embodied assests across ads, support, and product.

Brand Voice & Tone Analysis
Visual & Narrative Asset Generation
Consistent Cross-Channel Personality

03. CONVERSATIONAL SYSTEMS

Voice, Chat, and Avatar Agents

From trained support chat bots to low latency voice agents to real-time video avatars. We build systems that connect directly to your data to drive engagement and reduce support costs.

Trained on Your DataInbound/OutboundDeflection

Agent Interface Prototype

04. AGENTIC WORKFLOWS

Tool Use & MCP Integration

Moving beyond chat to action. Architect agents using the Model Context Protocol (MCP) to securely access your internal tools—updating CRMs, querying databases, and executing complex multi-step workflows autonomously.

Secure Internal Tool Access (MCP)
Multi-Step Reasoning Loops
Human-in-the-Loop Handover protocols

Requests & Triggers

Guardrails

Understand

→

Decide

→

Act & Verify

Learning

CRM · Docs · Data · Web

05. VIBECODING & DEV ACCELERATION

Rapid Prototyping & Feature Dev

Collapse the time between idea and implementation. We utilize multiple LLMs for rapid prototyping, automated test generation, and iterative feature enhancements—allowing you to validate concepts and ship code faster than ever.

RAPID_PROTOTYPING

AUTO_TESTING

CONCEPT_DEV

REFACTORING

06. MEASUREMENT & IMPACT

Avoiding the "Shiny Object" Trap

AI initiatives must be measured by business outcomes, not just novelty. We establish clear KPIs for every system—tracking deflection rates, conversion lift, and time-to-value to ensure genuine ROI and avoid building tools no one uses.

Adoption & Usage Analytics
Growth Attribution Modeling
Cost-per-Outcome vs. Baseline

Impact Analysis

Full Optimization

Before: Ad Hoc

After: AI Engine

Ready to architect your growth?

Whether you need a full funnel audit, fractional AI leadership, or a workshop on VibeCoding—let's talk.

Growth Architecture Audit

Full diagnostic & AI roadmap.

Advisory & Fractional CxO

Ongoing GTM & AI guidance.

Speaking & Workshops

Brand Embodiment, Agents, VibeCoding.