Maestro: The AI Decision Enginefor Post Purchase Commerce
Maestro continuously evaluates behavior, product dynamics, timing, and context to decide who to contact, when the moment is right, why it makes sense, what to activate, and where to execute. It does not replace your stack.
A Decision Layer for Post Purchase Commerce
Maestro is an AI Decision Engine designed to run post purchase commerce. It continuously evaluates signals and context to determine the best next action, then hands that decision to your existing execution tools.
- Who should be contacted
- When the moment is right
- Why a specific action makes sense
- What message, product, or offer to activate
Powered by Theory of Mind
Maestro's reasoning capabilities are built on Theory of Mind, a scientific framework for understanding how humans think about intent and behavior.

"We're building Replenit's AI decision engine on Theory of Mind, a scientific approach to modeling how humans reason about intent, context, and future behavior. Instead of static rules or pure prediction, our AI learns to think like a human decision-maker, at machine scale."
Where Maestro Sits in Your Tech Stack
Maestro sits between your data sources and your execution channels. It ingests signals from your ecosystem, reasons on the best next action, and orchestrates decisions to the platforms you already run.
AI EngineHow Maestro Works
Four layers deliver enterprise grade decisioning with a clear flow.
Continuously ingests signals across your ecosystem.
Evaluates options, timing, and impact per customer.
Routes decisions to your execution stack without conflict.
Feedback loops improve decision quality over time.
Watch Maestro Think in Real-Time
Every purchase, every signal, every decision — orchestrated automatically for maximum lifetime value.
Activity Timeline
AI Reasoning
This is what happens behind the scenes for every single customer, automatically.
See How It Works For Your BusinessDecisions That Transform Results
Reasoned Decisions
Maestro evaluates whether each decision improves long term value, not just if a message can be sent.
The Shift
From static rules to continuous intelligence.
Stop planning moments. Start responding to them.
Every decision is one to one.
Actions are justified, not assumed.
One brain. Many executors.
Business Impact
Measurable outcomes driven by timing, not volume.
Higher repeat purchase rate
Faster post purchase revenue impact
Reduced over messaging
Better use of existing tools
Scalable decisions without headcount
Revenue driven by timing, not volume.
Decision intelligence that scales without headcount.
What Maestro Needs
Built for real enterprise environments. No perfect data fantasies required.
You Need
Minimum requirements
Transaction history
Order and purchase data
Product catalog
SKU and inventory info
Customer identifiers
Email, phone, or user IDs
Execution tools access
Email, push, SMS, or CRM
You Don't Need
Skip these barriers
Clean rooms
Work with real world data
Full CDPs
No massive data platforms required
Data science teams
Intelligence is built in
Channel rewiring
Use your existing stack
Maestro adapts to your reality
Is Maestro Right For You?
Who Maestro Is Built For
Maestro Is Not
Maestro is a decision engine that orchestrates intelligence, not interfaces.
“We were dreaming about an automated solution that could cover all of our products and customers and Replenit jumped in with a fully automated and full coverage of our product portfolio.”

“I am thoroughly impressed with Replenit for several reasons. Their alignment with our vision was immediately apparent, making the decision to work with them a natural choice. Particularly, their capability to handle complex data sets and develop customized solutions to meet our specific requirements has been outstanding.”

CASE STUDIES

Mumzworld Unlocked 42X ROI with Replenit's AI Decision Engine

e-bebek's Strategic AI Transformation with Decision Intelligence

L'Occitane Elevates Post-Purchase Revenue by 235%

Glosel Increase Marketing Automation Revenue by 53%

IBOOD, From Zero to 6.3% Revenue Share in 54-Day

Faith In Nature Drives 12.71% Total Revenue With Replenit

Ovabalance Grows Repeat Revenue 340% With Decision Engine

Farmex Achieves a 12X Conversion Boost With Replenit

Kito Pet Achieves 14X ROI With 1-Day Shopify Integration
Recognized by Industry Leaders




















The Future of Retail Is Decided, Not Scheduled
Retail growth no longer comes from sending more. It comes from deciding better.
Customer Lifecycle Moments
Explore how Replenit's AI agents optimize every stage of the customer journey
