Reporting & Intelligence Platform — Scope & Phasing

Background

Crème Collective has outlined an ambitious vision: to deliver the most advanced retail intelligence reporting in the beauty industry. This document organizes that vision into a phased roadmap — starting with high-impact, immediately achievable deliverables and building toward a comprehensive intelligence platform. Each phase is designed to deliver standalone value so the team benefits from Day 1, while laying the groundwork for deeper capabilities over time.

Phase 1

Foundation — Automated Baseline Reporting

Weeks 1–4

Replace manual data gathering with automated reports that cover the core metrics Crème already tracks. Target: 90–95% automation of current reporting workflows, freeing the team to focus on strategy rather than spreadsheets.

📊

Monthly Client Sales Report (Automation)

Automate the existing monthly report that currently requires manual data pulls. Sell-in, sell-through, and inventory metrics aggregated per brand, per retailer.

Net sales by period (MTD / QTD / YTD)
Sell-in vs. sell-through comparison
Open POs and expected ship dates
Forecast vs. plan variance
Commission earned / accrued

Retailer Portals Internal Spreadsheets Email Reports

📦

Warehouse & Fulfillment Dashboard

Real-time visibility into inventory health for fulfillment clients. Proactive alerts replace reactive fire drills.

Weeks of supply by SKU
Out-of-stock risk alerts (60-day horizon)
Slow-moving inventory flags
Fill rate by retailer
Operational risk meter (Green / Yellow / Red)

Warehouse / 3PL System Retailer Portals

💰

Weekly Cash Flow Dashboard

Automate the weekly financial snapshot currently filled out manually by the Controller. Live data replaces a static Word document.

Cash position across Crème Collective + Fulfillment (vs. $750K target)
Accounts payable summary (next 60 days)
Payroll coverage status by entity
Credit card balances — AMEX, Chase, Capital One, BREX (on-track-to-$0 tracking)
Loan balances and payoff timelines
6-month cash trajectory with projected vs. target
Overall health indicator (Green / Yellow / Red)

QuickBooks Online Bank Feeds Bill.com Credit Card Portals

Phase 2

Retail Intelligence — Account-Level Insights

Weeks 5–10

Move beyond aggregated totals into account-level intelligence. Each retailer gets a dedicated status view, and the sales pipeline becomes data-driven with probability scoring.

🏪

Account Status Dashboards

Per-retailer view showing the full health picture for each key account.

Sales velocity by SKU within each retailer
Category ranking (where available)
Promo performance recaps
Margin performance
Replenishment status and expansion probability

Retailer Portals Internal Data

🗺️

Distribution Map & Door Tracking

Visual distribution intelligence — see where brands are placed and where they're growing.

Door counts by channel (specialty, prestige, mass, spa, resort, DTC)
Geographic map with retail location pins
Net door growth over time
Door quality scoring (A / B / C tier)

Internal Records Retailer Data

📈

Sales Pipeline Probability Model

Transform the HubSpot pipeline from a list of opportunities into a revenue-weighted forecast.

Opportunity size (annualized)
Stage tracking (intro → buyer follow-up → sample → planogram → closed)
Close probability percentage
Expected close quarter
Revenue-weighted pipeline value

HubSpot CRM

Phase 3

Executive Intelligence — Board-Ready Outputs

Weeks 11–16

Package everything into executive-ready formats. Composite health scores, scenario planning, and the "Founder's Strategic Letter" that makes every report feel like a board briefing, not a spreadsheet dump.

🎯

Executive Snapshot (2-Page Board Brief)

A single, synthesized view designed to be shared with investors, board members, or brand founders.

Composite "Financial Health Score" (1–10 rating)
Growth trajectory, cash conversion, inventory efficiency
Gross margin snapshot and A/R aging summary
Key risks and opportunities in plain language

🔮

Forecasting & Scenario Planning

Move from single-point forecasts to scenario-based planning so leadership can see implications before making decisions.

Base case, upside case, and conservative case forecasts
Cash flow and inventory implications per scenario
"If retailer X expands by 100 doors, here's what it requires operationally"

✍️

Founder's Strategic Letter

A structured, AI-assisted template that gives each report a founder-level perspective — personal, strategic, and forward-looking.

3 wins this month
2 strategic risks
1 bold recommendation
1 macro industry observation
Overall Crème growth update

Phase 4

Market Intelligence — Competitive & Cultural Layer

Ongoing

This is where Crème evolves from a sales agency with good reporting into a beauty intelligence company. These modules layer market context, competitive signals, and cultural temperature on top of the operational data already in place.

🧴

Product & Market Feedback

Structured feedback: packaging, pricing, positioning
Consumer response themes
SKU rationalization insights

🔍

Competitive Intelligence

3 brands gaining traction in category
3 SKUs driving velocity in comparable sets
Retail trend watch (curated, not copied)

📣

Marketing & Retail Activation

Retailer campaign calendar
Promo performance recaps
In-store events & BA metrics
"Retailer Mood Index"

📝

Meeting Intelligence

AI-summarized meeting notes from notetakers
Key highlights extracted per account
Action items tracked automatically

Key Considerations

Already In Progress

The monthly report automation (email-based data ingestion from retailer portals) is actively being built. Phase 1 extends this existing work rather than starting from scratch.

Data Source Access

Each module's feasibility depends on API access or structured data exports from the source systems. We'll confirm access and integration options during Phase 1 kickoff — particularly for QuickBooks Online, Bill.com, bank feeds, and HubSpot.

Cash Flow Dashboard — Access Needed

The weekly financial dashboard will require credentials or API connections to QuickBooks Online, banking portals, and Bill.com. We'll need to coordinate with Andrea (Controller) to set up read-only access for automation.

Target Sell-Through (New — March 2026)

A brand launching in Target in August will need dedicated sell-through and inventory reporting. This fits naturally into the Phase 1 warehouse dashboard and Phase 2 account-level views. Portal access is being set up now.

Phase 4 Is Exploratory

The competitive intelligence, market feedback, and cultural layer modules are the most ambitious items in the vision. Their scope and feasibility will be refined as we learn what data is realistically available and useful. We'll revisit after Phases 1–3 are delivering value.