Agent OS for D2C brand operators

Relevance to Revenue
On Autopilot

A living system that reads every customer signal, identifies the right moment, and responds — so your brand knows every customer, not just your best ones.

Watch the system think and act.

Every signal triggers a loop — sense, analyze, act, learn. Here's what that looks like in real time.

Sproutron · Agent command center
RUNNING
Signal detected
Sarah M. browsed Aged Gouda 3× without buying
Shopify · 2 min ago
Analysis
Curiosity pattern — hesitation, not disinterest. 87% match with taste profile nudge.
Action taken
Sent personalized taste profile email via Klaviyo
Delivered · Open rate for this segment: 64%
Learning
Updating profile: Sarah responds to product education, not discounts.
Signal detected
James K. skipped delivery for the first time in 8 months
Shopify · Just now
Analysis
Relationship signal, not churn. 8-month streak broken — something changed. Discount would cheapen it.
Action taken
Sent personal check-in: "Is the product still surprising you?"
WhatsApp · Conversational tone
Learning
James replied — wants variety. Updating preference model for next box.
Signal detected
Priya L. purchased as a gift · December 18
Shopify · Order #4821
Analysis
Gifter archetype. High LTV potential. Holiday timing = annual pattern likely.
Action taken
Scheduled November reminder: "Start thinking about gifts?"
Queued · Klaviyo · Triggers Nov 1
Learning
Tagged as seasonal gifter. Will track gift-to-self conversion next.

Sense. Remember. Act. Learn.

A continuous loop that gets smarter with every customer interaction.

01

Read every signal

Every browse, purchase, skip, gift, and pause read as relationship language — not just data.

02

Build living portraits

Each customer gets a profile that accumulates over time. What they love, where they are, what they need next.

03

Identify the moment

The system finds the right moment for each customer — then decides the right action, channel, and message.

04

Act and learn

Every action feeds back into the system. It compounds. Your brand gets smarter every single week.

Everything your brand needs to know its customers

Live signal reading

Every customer action read in real time. Browse patterns, skip signals, gifting moments, loyalty anchors.

Customer memory

Living profiles that accumulate over time. Never resets. Every interaction builds on the last.

Experiment engine

Continuous micro-experiments across thousands of customers simultaneously. Living hypotheses.

Moment detection

The system knows when to act and when to hold. Shows up in the right channel at the right time.

Compounding learning

Every action feeds the next one. Your brand's intelligence compounds every week.

Command center

One live view of every customer relationship in motion. Steer the system, not the campaigns.

Works with your existing stack.

Connects to your store and email platform. Opportunities flow in, revenue flows out.

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Get your brand ready for the agent commerce era.