Repeated sizing uncertainty
- Business implication
- Validate fit guidance against product specification
- Action owner
- Development and digital product
New customers receive generic follow-up unrelated to what they bought.
TriggerA first order reaches the appropriate post-purchase stage.
| Customer event | Appropriate follow-up | Condition |
|---|---|---|
| Delivery confirmed | Product-specific care guide | Customer has permission for that channel |
| Shipment delayed | Current order help | Suppress the scheduled promotion |
| Relevant replenishment window | Refill reminder | No open return or service issue |
What you getProduct-aware lifecycle journeys and a test plan.
Led by operators with 15+ years building commerce products, teams and systems. About us
Every first-time customer receives a similar follow-up sequence, even when the product, delivery or service experience differs.
Customer events and product context determine useful education, service and next-purchase opportunities, with a measurable test plan.
Your lifecycle team chooses the cohort, approves messages and incentives, and reviews the results.
AI drafts product-aware education and recommendations for each eligible moment.
Integrations join delivery, service and product events and respect each customer’s communication permissions.
Step 1: Your team
Define the first-purchase situation and the customer behavior the journey should support.
Step 2: Automation
Join delivery and service state to product context and communication permissions.
Step 3: AI
Provide appropriate education, replenishment or complementary-product guidance at eligible moments.
Step 4: Your team
Review cohort outcomes, complaints and incentives; use a test group where appropriate.
A bounded first build around your systems and team. We agree the scope, fee and baseline before we start.
Access to these systems and real examples to test against.
Baselines agreed before we build.
Usually not. We start with the systems you already use and build only what’s missing.
Typical connections: Your commerce platform, email and SMS tools, loyalty, subscriptions and support.
Your team does. You own the agreed deliverables under the engagement terms, with documentation and training for the people who run it. Ownership usually sits with your lifecycle lead or retention product lead.
Ongoing support is optional and agreed separately.
If the problem and scope are already clear, we can scope this build directly. If you’re weighing it against other priorities, start with Discovery & Action Plan.
Its fee is credited in full if we build the recommended work.
How discovery worksAgents repeat the same tracking lookups and policy explanations.
A grounded resolution or a contextual handoff for an exception.
Customer feedback never consistently reaches the teams that can act on it.
Evidence-backed themes, owners and action briefs.
Channels interpret the same brief differently and duplicate production effort.
Versioned asset packages tailored to channel and audience.
We reply within one business day.