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Line planning, product lifecycle, go-to-market, demand planning, and trade promotion should not live in disconnected spreadsheets and email threads. We design, build, and run the connected operating system that moves your product from concept to shelf. Trusted by Mattel and leading manufacturers to deliver enterprise-ready systems teams actually adopt.
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CPG and apparel teams run a relay from design to sourcing to sales, and the baton is a spreadsheet that gets re-keyed at every handoff.
Line and assortment planning run in Excel. Product data is fragmented across design, sourcing, and sales. Sample and approval status is chased over email. Trade promotion is tracked in spreadsheets nobody fully trusts. Demand and inventory signals arrive too late to act on, and retailer and wholesale data never quite reconciles. Every season, the team rebuilds the same trackers from scratch.
We replace the relay with one connected operating system, so product, planning, and commercial teams share a single source of truth from line plan to shelf. The result is faster go-to-market, fewer errors at the handoffs, and a foundation clean enough to forecast on, automate, and become AI-native, since AI only delivers on product and demand data you can trust.
Line and assortment planning run in Excel
Product data fragmented across design, sourcing, and sales
Sample and approval status chased over email
Trade promotion tracked in spreadsheets no one trusts
Demand and inventory signals that arrive too late
Retailer and wholesale data that never reconciles
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What independent research says about the operations behind consumer brands.
Every enterprise operates somewhere on this spectrum. We help you move to the next state, with the foundation to keep moving.
Most teams start here
Disconnected tools. Manual reconciliation. Spreadsheet sprawl. Data lives in a dozen places and teams work around the system instead of with it. Every quarter feels harder than the last.
Where our clients live
One operating system across teams. Clean data architecture. Workflows that match how the team actually works. Automation where it adds value. Reporting that reflects reality.
The AI decade
Connected systems plus the AI layer that compounds them. Predictive signal that works because the data foundation is clean. It only works on top of Connected Systems. There is no shortcut.
AI transformation firms will sell you Intelligent Operations on top of Fragmented Operations. The result is faster chaos. We build the connected foundation that makes the next state possible.
One operating system from concept to shelf, mapped to how product, planning, and commercial teams actually work.
Line planning, samples, approvals, and launch tracking connected end to end, so the season runs on one system instead of a stack of trackers.
Demand signals, inventory, and supplier data in one place, with the clean structure that planning and forecasting actually require.
Plan, track, and measure promotions and retailer programs without rebuilding the spreadsheet every quarter.
Disjointed tools and spreadsheets consolidated into one system, integrated with the ERP, PLM, and retailer data you already use.
Our forward-deployed AI engineers build the clean product and demand data that makes forecasting and AI deliver. Model-agnostic, never locked to one provider.
Senior operators who stay through seasons and launches, holding the institutional knowledge of how your brand operates.
A dam looks simple from the outside. Inside, it converts turbulent force into something controlled and dependable. The complexity lives inside the system. What your team experiences is clarity.
We map the friction. Where workflows break, where data lives, where the team is working around the system instead of with it.
We architect the connected system. The right tools, data structure, and ownership, mapped to how your team actually works.
We build, integrate, and migrate. Airtable, AI, custom code, and your existing stack. Your team is involved at every step.
We embed for ongoing operations. We document everything. You own the system. We are there when it needs to evolve.
manual workflows we have automated
given back per week, per team
enterprise systems shipped
five-star client reviews
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We are grateful for the success we’ve brought to our clients. They’ve been kind enough to share their experiences with you. Here is a small sample of the hundreds of testimonials and 5-star ratings we’ve received.
Focused scale, not freelancers
135 certified implementers, more than five times the next largest competitor. Depth across every workflow your business runs.
The re-sourcing guarantee
If a resource is not the right match, we get ahead of it and fix it. You never have to fight for a resolution. Finding the right person is on us.
Embedded, not parachuted in
We embed on your team and hold the institutional knowledge of your systems long after launch, through turnover and new complexity.
Forward-deployed AI engineering
We embed senior AI engineers to build the operational foundation that makes AI investments actually deliver, instead of layering intelligence on broken operations. We stay model-agnostic, so your strategy is never tied to one provider.
Yes. We build systems that work with what you already run, including your ERP, PLM, and retailer or EDI feeds, through supported integrations. The operating system becomes the connective layer across design, planning, and commercial, not another island.
Yes. We scope to your line calendar and build in phases, so the system is ready ahead of the milestones that matter and we never ship changes into the middle of a launch.
It comes with you. Data migration, cleanup, and validation are part of the build, so your product, line, and sales history stay intact and trustworthy in the connected system.
You do. We document everything and train your team. Ongoing support through the Embedded Partnership is available for seasons and resets, sized to what you need.
A hire brings one person's bandwidth and knowledge. We bring 135 certified implementers, document everything so the system outlasts any individual, and back it with the re-sourcing guarantee. Many brands use us to build, then run lean internally.
Yes. Forecasting and AI fail on fragmented product and demand data. We build the clean foundation first, then layer AI where it compounds. We are forward-deployed AI engineers and stay model-agnostic, with no lock-in to a single provider.
Change management is built into every engagement, not bolted on at the end. Our four-phase approach, Align, Design for Behavior, Enable, and Reinforce, defines the executive why, designs governance and role-based access in from the start, trains each team on its real workflows, and reinforces with adoption dashboards and 30, 60, and 90 day reviews. That is how engagements reach the outcomes leaders care about: around 90% active adoption, a roughly 75% drop in manual reporting, and the full retirement of shadow spreadsheets.