Meet MaestroAI CRM ManagerBuilt for retailers.

Maestro reasons, remembers, enriches data, decides, and executes 1:1 individualized retention workflows for every single customer, autonomously, on top of the stack you already run.

Book a Demo Explore on Your Own

Maestro AI CRM Manager - Decision Engine Configuration

Built on the AI decision engine already trusted by leading global retailers.

The Maestro Method

How Maestro Works

Follow the journey from raw data to a 1:1 concierge experience, five connected stages Maestro reasons and runs autonomously, on the stack you already own.

Brand Memory

The brand's identity, values, and voice, the lens behind every decision.

Customer Memory

Product Memory

Synthetic Customer Attributes

Synthetic Product Attributes

With memory in place, Maestro can run your lifecycle on its own.

Execution in Action

How Maestro Executes

Maestro works as a dedicated AI CRM manager for every customer, reasoning, deciding, and acting 1:1, continuously, 24/7.

Sofia Martinez

#44820Replenishment

1days to engage

The Signal

Olaplex No.4 depletion predicted within 24 hours

Consumption pattern analysis shows 10.2 ml/day usage on a 250 ml bottle, placing this customer at depletion tomorrow. With high routine dependence and zero friction history, this is a high-probability reorder window that closes fast.

Olaplex No.4 Bond Shampoo

$28.00

Why This Customer, Why Now

Depletion in <24 hrs at 10.2 ml/day on 250 ml bottle

34%

High routine dependence, zero friction reorder history

28%

No promo needed, 91% organic reorder probability

19%

Confidence91

Golden Decision Event

One 1:1-level decision, fully formed

Every event bundles the full reasoning — the trigger, the timing, the content, and the pick — ready to fire.

Multichannel triggers

Fired across the right channels

Generated content

On-brand copy and creative

Why this product

Reasoned suggestion

Why now

Timed to the exact moment

Customer memory

Grounded in the golden record

Skill-based picks

Retail expertise per category

golden_event.jsonSealed

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{
  "type": "event",
  "attributes": {
    "profile": { "data": { "type": "profile", "attributes": {
      "email": "anna.lindqvist@example.com",
      "external_id": "customer_31205"
    } } },
    "metric": { "data": { "type": "metric", "attributes": {
      "name": "replenit_cross_sell_decision"
    } } },
    "properties": {
      "decision_id": "dec_20260601_000001",
      "event_id": "grp_8d35b174_2d2e_4365_8d4e_42cf25c8ec04",
      "decision_type": "cross_sell",
      "decision_timestamp": "2026-06-01T21:30:00Z",
      "customer_id": "customer_31205",
      "customer_email": "anna.lindqvist@example.com",
      "primary_product_id": "prod_ghd_platinum_straightener",
      "primary_product_name": "GHD Platinum+ Straightener",
      "primary_product_brand": "GHD",
      "primary_product_category": "Styling",
      "primary_product_price": 279.00,
      "primary_product_currency": "USD",
      "primary_product_last_purchase_date": "2026-03-18T14:42:11Z",
      "primary_product_stock_status": "in_stock",
      "purchase_reason": ["styling", "hair-care", "supplements"],
      "customer_interest": ["cross-sell", "styling", "hair-care", "supplements"],
      "scenario_reasoning": "Bought a GHD Platinum+ straightener but owns no heat protection or repair products. Frequent styling without protection drives visible damage, opening a natural cross-sell across styling, repair, and nutrition.",
      "why_we_picked_this": "3-layer protective gap across styling, aligned to this customer's styling behavior.",
      "when_this_makes_sense": "Best within the next engagement window (~6 days), while intent is still high.",
      "priority_score": 0.95,
      "confidence_score": 0.89,
      "urgency_level": "medium",
      "recommended_channel": "email",
      "recommended_send_window": "2026-06-02T08:00:00Z",
      "cross_sells": [
      {
        "product_id": "prod_dyson_airwrap_multi_styler",
        "product_name": "Dyson Airwrap Multi-Styler",
        "product_brand": "Dyson",
        "product_category": "Styling",
        "product_price": 599.99,
        "product_currency": "USD",
        "product_stock_status": "in_stock",
        "relation_score": 0.35,
        "why_we_picked_this": "Frequent heat styling without protection accelerates visible damage.",
        "when_this_makes_sense": "Surface this while the cross sell window is open around the customer's recent activity."
      },
      {
        "product_id": "prod_olaplex_no_7_bonding_oil",
        "product_name": "Olaplex No.7 Bonding Oil",
        "product_brand": "Olaplex",
        "product_category": "Hair Care",
        "product_price": 30.00,
        "product_currency": "USD",
        "product_stock_status": "in_stock",
        "relation_score": 0.28,
        "why_we_picked_this": "Regular straightener users favor versatile.",
        "when_this_makes_sense": "Surface this while the cross sell window is open around the customer's recent activity."
      },
      {
        "product_id": "prod_nutrafol_hair_growth",
        "product_name": "Nutrafol Hair Growth",
        "product_brand": "Nutrafol",
        "product_category": "Supplements",
        "product_price": 88.00,
        "product_currency": "USD",
        "product_stock_status": "in_stock",
        "relation_score": 0.23,
        "why_we_picked_this": "No bond repair or nutrition on file; protection needs all three layers.",
        "when_this_makes_sense": "Surface this while the cross sell window is open around the customer's recent activity."
      }
      ]
    }
  }
}

Your Own Tech Stack

Maestro lives on top of the platforms you already run and orchestrates them to deliver its decisions through your channels, online and offline.

120+ platforms, wired in

Delivered through every channel

Maestro generates 1:1 individualized content, end to end.

Every touchpoint is fully personalized, perfectly timed, and activated automatically, so each customer gets a true 1:1 moment across every channel.

The Cognitive Core

How Maestro Thinks

A great merchant doesn't just react, they understand. Borrowing from Theory of Mind, the human ability to model what another person believes, wants, and needs, Maestro reasons about every customer the way an attentive shopkeeper would. Two faculties make that possible.

01 Memory02 Skills

01Faculty 01Memory

Maestro Has Memory

It builds a living memory of every brand, customer, and product, the full context behind every decision, remembered and continuously updated as new behaviour arrives.

Customer Golden Record

Maya Foster

ID: CUST-58102

CLTV

£2,940

Orders / yr

Returns

Who she likely is

Daily home-brew ritual, her coffee orders arrive like clockwork

Trades up to specialty roasts and quality gear over the cheapest option

Plans ahead and restocks early, almost never an impulse buyer

What drives her purchases

Keeping a comforting morning routine running without gaps

Staying loyal to roasts and brands that already earned her trust

Reordering trusted staples instead of chasing the next promo

Products & relationships

Lavazza Qualità Oro 1kgReorders

Core staple, ~4-week cycle, never lapses

Reusable Steel FilterOwns

Bought alongside her machine setup

Boreal House EspressoReasoned fit

High-probability cross-sell from roast affinity

Decision history

Replenishment reminder · beans

Reordered · +£18

Cross-sell · burr grinder

Purchased · +£89

Generic promo blast

Ignored, full-price buyer

Upcoming decisions

Replenishment · 1kg beans

due in 2 days

Cross-sell · premium roast flight

next cycle

Subscribe & save nudge

this month

The Story

Maya has placed nine full-price orders this year, around £1,100 in spend with a single return. Her 1kg bean cadence says she's due to reorder now, and her gear purchases open a path into premium roasts.

02Faculty 02Skills

Maestro Has Skills

Industry skills let Maestro reason like a seasoned merchant, building routines and recommendations per customer, per category, the way a true category expert would.

Beauty & Personal Care1 / 9 skills

Skincare Expert

Routine-aware picks by concern, step, and ingredient compatibility.

Makeup Artist

Haircare Specialist

Fragrance Consultant

Body Care Advisor

Beauty Tool Specialist

Sun Care Advisor

Nail Care Stylist

Men's Grooming Advisor

+ 100 more industry-based skills

Live in Production

What Maestro Delivered

Maestro isn't a concept. The same Decision Engine is already running for leading retailers, making 1:1 decisions for every customer and turning them into measurable, compounding revenue.

See all case studies

Beauty & Cosmetics

+235%

Post-Purchase Revenue

L'Occitane Elevates Post-Purchase Revenue by 235%

Read the L'Occitane case study

Mom & Baby

42X

Return On Investment

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

Read the Mumzworld case study

Wellness

+340%

Repeat Revenue

Ovabalance Grows Repeat Revenue 340% With Decision Engine

Read the Ovabalance case study

Multicategory Retail

16.6X

Return On Investment

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

Read the iBOOD case study

Beauty & Cosmetics

12.7%

Contribution In Total Revenue

Faith In Nature Drives 12.71% Total Revenue With Replenit

Read the Faith In Nature case study

Online Grocery

+53%

Automation Revenue

Glosel Increase Marketing Automation Revenue by 53%

Read the Glosel case study

Pharma

12X

Conversion Rate

Farmex Achieves a 12X Conversion Boost With Replenit

Read the Farmex case study

Pet Retail

14X

Return On Investment

Kito Pet Achieves 14X ROI With 1-Day Shopify Integration

Read the Kito Pet case study

Jennifer Blease-Williams
Digital Marketing Lead, Faith In Nature

Agentic & Scalable

Maestro owns your workflows, end to end.

One autonomous brain that runs every lifecycle play, reasoning, deciding, and executing for each single customer, continuously and in parallel.

Cross-Sell

The next right product, per customer.

Replenishment

Predicts and times the refill moment.

Engagement

Nurtures the relationship between purchases.

Winback

Re-earns customers before they lapse.

Churn

Detects and defuses silent attrition.

What “agentic” means

For every customer, Maestro runs a closed autonomous loop, never a static campaign, always a live decision.

Maestro

Runs per customer

Step 01

Enriches data

Raw events become living memory.

Step 02

Chooses skills

The right retail expertise, per customer.

Step 03

1:1 continuous decisions

The exact moment to act.

Step 04

Reads & updates memory

Learns from every interaction.

Step 05

Generates concierge content

Designs and writes individualized, on-brand messages.

Step 01

Enriches data

Raw events become living memory.

Step 02

Chooses skills

The right retail expertise, per customer.

Step 03

1:1 continuous decisions

The exact moment to act.

Step 04

Reads & updates memory

Learns from every interaction.

Step 05

Generates concierge content

Designs and writes individualized, on-brand messages.

This loop runs for every customer, continuously, in parallel, at the scale of your entire base.

Get Started

Ready to put Maestro to work?

Bring the AI CRM Manager that reasons, remembers, and decides for every customer onto the stack you already run, see it live on your data, or explore it yourself.

Book a Demo Explore on Your Own

FAQ

What enterprise retail teams ask before hiring Maestro

The questions that come up most often when teams bring Maestro on board, across architecture, security, and commercial review. If your question spans a group with multiple brands or business units, start with the dedicated section below.