The NOGL platform
Seven stages. One connected retail decision.
Follow a market observation through product, cost, assortment, price and customer decisions. Your team reviews the evidence and chooses the next move.

Static view. The cycle and demos remain available without animation.
Follow the decision from signal to recovery.
Explore each stage through the existing NOGL demos. Carry the question forward, review the result and follow its next handoff.
01 / 07 · Market Sense
What is changing in the market?
- Start with
- Public catalogs, competitor context and observation dates
- Work toward
- A focused market question and an evidence trail
Illustrative review sheet
One example through the cycle · sage zip knit
- Catalog observation
- Sage training layers appear in the sample range.
- Comparison
- Compare like-for-like categories and capture dates.
- Coverage
- Private sales and demand are not established by a catalog.
Decision record
Carry a sage-layer question into a concept brief.
Still to validate: Run a public scan to replace this example with dated observations.
Awaiting team review
Reviewer: Market analyst
Check coverage, recency and comparison quality.
A suggested handoff, not an automated action. Review the evidence before continuing.
02 / 07 · Design Studio
What should we make of the signal?
- Start with
- A market question, brand direction and product constraints
- Work toward
- A concept to discuss with design and buying
Illustrative review sheet
One example through the cycle · sage zip knit
- Product direction
- A sage zip knit with a restrained charcoal trim.
- Brand constraint
- Keep the silhouette and palette within the agreed brief.
- Review artifact
- Material, fit and trim notes for the sample conversation.
Decision record
Send the concept and open questions to sourcing.
Still to validate: Confirm fit, reference rights and sample feasibility.
Awaiting team review
Reviewer: Designer + buyer
Review brand fit, feasibility and the origin of each reference.
A suggested handoff, not an automated action. Review the evidence before continuing.
03 / 07 · Source & Cost
What will it take to make it?
- Start with
- A product brief, cost assumptions and supplier evidence
- Work toward
- A comparable view of cost, lead time and trade-offs
Illustrative review sheet
One example through the cycle · sage zip knit
- Comparable scope
- Price the same knit specification on each supplier route.
- Cost components
- Separate material, freight, duty and finishing assumptions.
- Open risk
- Check zipper availability before agreeing a delivery window.
Decision record
Pass comparable quotes and unresolved cost risks to buying.
Still to validate: Obtain supplier quotations; this sheet is not a landed-cost quote.
Awaiting team review
Reviewer: Sourcing + finance
Confirm quotations, quality requirements and assumptions.
A suggested handoff, not an automated action. Review the evidence before continuing.
04 / 07 · Hero Products
Which products deserve a place in the range?
- Start with
- Candidate products, market evidence and retailer context
- Work toward
- A shortlist with reasons to keep, revise or test
Illustrative review sheet
One example through the cycle · sage zip knit
- Candidate
- Sage zip knit joins the range review shortlist.
- Plan & Buy
- Compare its role against existing layers and the buy budget.
- Decision boundary
- Keep, revise or test after reviewing demand assumptions.
Decision record
Send a reviewed assortment candidate to pricing.
Still to validate: Use authorized sell-through, stock and budget data before a buy.
Awaiting team review
Reviewer: Merchandiser + buyer
Separate observed evidence from modeled scenarios.
A suggested handoff, not an automated action. Review the evidence before continuing.
05 / 07 · Price & Promote
How should we price and promote it?
- Start with
- Price context, margin constraints and an agreed budget
- Work toward
- A pricing or promotion scenario for approval
Illustrative review sheet
One example through the cycle · sage zip knit
- Price context
- Compare the knit against relevant competitor products.
- Guardrails
- Record margin floor, promotion window and budget.
- Test plan
- Define who approves the scenario and how it will be measured.
Decision record
Share the approved offer context with customer care.
Still to validate: No price or campaign is published from this illustration.
Awaiting team review
Reviewer: Pricing + marketing
Check floors, ceilings, data quality and the test plan.
A suggested handoff, not an automated action. Review the evidence before continuing.
06 / 07 · Customer Care
What are customers telling us?
- Start with
- Authorized feedback, support context and product history
- Work toward
- A product or service issue with a named next step
Illustrative review sheet
One example through the cycle · sage zip knit
- Customer signal
- Sample feedback asks about knit fit and care.
- Context
- Check the product description and the customer's consent.
- Handoff
- Route recurring fit questions to the product owner.
Decision record
Carry reviewed fit and care issues into recovery planning.
Still to validate: Connect authorized support records; do not infer real complaints.
Awaiting team review
Reviewer: Customer care lead
Review customer context and who should receive the handoff.
A suggested handoff, not an automated action. Review the evidence before continuing.
07 / 07 · Returns & Recovery
What can the next range learn from returns?
- Start with
- Return reasons, item condition and recovery constraints
- Work toward
- A recovery option and feedback for the next product
Illustrative review sheet
One example through the cycle · sage zip knit
- Return reason
- Illustrative fit issue on the sage knit.
- Recovery review
- Check item condition, policy and handling cost.
- Learning
- Revisit fit guidance in the next market and range question.
Decision record
Bring verified return patterns back to Market Sense.
Still to validate: A team approves recovery actions and the evidence to reuse.
Awaiting team review
Reviewer: Returns + product team
Confirm policy, cost and ownership before acting.
A suggested handoff, not an automated action. Review the evidence before continuing.
Know what each result is based on.
Public observations
A catalog scan records what a store exposes at the time of collection. Coverage and sample completeness travel with the result.
Retailer inputs
Sales, inventory, costs and customer records need an agreed source and authorized access. Scope these connections with your team.
Illustrative scenarios
Demo scenarios explain a workflow with labeled sample inputs. Use them to explore a decision before supplying your own evidence.
Make the handoff part of the decision.
Agree the question, inspect the source, review the proposed next step and assign its owner. The seven-stage workflow keeps that context visible as a decision crosses teams.
Bring one decision to the pilot.
Choose a category, market and public competitor catalog. Define the question your team wants to answer and the evidence it will need.