How We Work

A structured process designed for ecommerce operators who value clarity and speed

Every engagement follows three phases: discovery, build, and optimize. The goal is to move from audit to validated commercial lift as fast as possible without cutting corners.

Phase 1

Week 1 to 2

Discovery

We audit your ecommerce operations end to end. That means reviewing your storefront experience, retention flow, support load, paid media performance, analytics stack, and operational bottlenecks.

Map current workflows, tools, data sources, and team structure
Identify the highest impact AI opportunities with clear commercial justification
Define scope, success metrics, data requirements, and access needs
Deliver a prioritized roadmap with timelines and expected outcomes

Deliverable: A scoped implementation plan with commercial projections, technical requirements, and a recommended build sequence your team can evaluate before committing resources.

Phase 2

Week 3 to 8

Build

We design, develop, and integrate AI systems into your existing infrastructure. The process is iterative with regular demos so your team can validate direction before launch.

Connect to your ecommerce platform, CRM, help desk, analytics, and ad accounts
Build custom models, workflows, and interfaces around your actual data
Run testing cycles with your team to validate behavior and edge cases
Deploy to production with monitoring, fallback rules, and escalation paths

Deliverable: A live, production grade system connected to your stack with documentation, training, and a clear handoff process for ongoing management.

Phase 3

Ongoing

Optimize

After launch, we monitor performance, refine models, and expand capabilities based on what the data shows. Monthly strategy reviews keep the roadmap tied to commercial outcomes.

Track key performance metrics against the baseline established during discovery
Refine models and workflows based on production data and team feedback
Identify expansion opportunities as the first system proves its value
Conduct monthly strategy reviews with leadership to align on priorities

Deliverable: Monthly performance reports, model updates, and a forward looking roadmap that evolves with your business.

Why this structure works

Separating discovery from build prevents wasted engineering time. Separating build from optimization ensures the system is validated before expansion begins.

What makes it different

Every phase has a clear deliverable and success criteria. You never move to the next phase without a shared understanding of what was accomplished and what comes next.

How long it takes

Most Starter engagements reach production within 21 to 35 days. Growth engagements typically launch the first system within 30 to 45 days with additional systems following.

Ready to start with a focused discovery audit?

Share your current bottleneck and stack. We will respond within four business hours with the right next step.

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