Run your business with foresight, not forecasts.
Because knowing the month ahead is better than reacting to it.
Traditional forecasts chase accuracy. TSF forecasts create clarity. Each month starts with a complete picture of what's likely ahead — a daily green zone that defines what ”normal” looks like. You dont analyze it. You use it — to play, to spend, to staff, to stay ahead.
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What we’re proving
A TSF case study isn’t about statistical accuracy or chasing a perfect number. It’s about decision quality —
how having a full-month visibility band (the green zone) changes what a merchant can do day-to-day. With
TSF, the goal isn’t to analyze the forecast; it’s to use it.
When you know what “normal” looks like for the coming month, you can plan calmly, spend confidently, and
respond only when something truly breaks pattern. This is what control feels like.
”TSF isn’t about numbers. It’s about knowing what comes next.”
How the case study runs
Before Month 1: Instant Historical View
As soon as your data connects, TSF generates up to six months of historical forecasts — what TSF would have predicted — side by side wity your actual results. This backfill gives you an immediate benchmark of how accurate and consistent TSF already is. You start the trial by seeing what the past six months would have looked like inside TSF’s green zone forecasts. That visibility sets the expectation: you know from day one what ”normal” looks like and how reliably the forecasts perform.
Each forecast is SKU-based, not store-based. TSF identifies and tracks the daily variability of every individual product, giving you a distinct forecast band for each one. The green zone isn’t an average — it’s a map of how each SKU behaves day by day, showing where stability holds and where real movement begins.
Month 1: Orientation
You receive your first full-month forecast on the 1st, complete with the daily gold line forecast values and the green zone confidence bands that define the best- and worst-case scenarios. During this month, you learn how to read the band and see how your real results fall within it. Most merchants quickly realize how much calmer operations feel once the month’s shape is visible from the start.
Month 2: Application
With the forecast now familiar, kyou begin using it to plan orders, ad pacing, and staffing. The TSF team tracks examples of how your decisions shift when foresight replaces guesswork. The impact starts to show immediately — fewer surprises, better timing, smoother weeks.
Month 3: Results
By the third month, you’re operating fluently with TSF. You’ve experienced two full months of forecasts against real outcomes, and the changes in planning and control are tangible. TSF compiles your ROI summary and visuals for review, and you approve the final case study for publication.
NOTE: TSF Lite delivers the forecasts; the case study measures how foresight improves real decisions.
TSF Lite Case Studies
(Direct Merchant Program)
TSF Lite case studies are designed for individual merchants who want to experience how SKU-level foresight
changes the way they plan and operate. Each study focuses on a small, curated product set — typically
around 10 SKUs — to show how TSF performs in real conditions.
Who qualifies:
- Minimum of 2–3 years of continuous daily sales data per SKU.
- Data must reflect regular, uninterrupted selling patterns.
- Ideal for active Shopify or ecommerce stores looking for clear, operational proof.
Participants receive three months of TSF Lite forecasts, including instant historical backfill and monthly updates.
Apply to join a TSF Lite Case Study
Partner-Led Case Studies
(Co-Branded Program)
Partner-led case studies are created in collaboration with ecommerce agencies, analytics partners, or platform integrators who manage multiple merchants. These studies highlight how TSF performs across larger product sets — up to 50 SKUs per merchant — and how foresight scales across teams or stores.
Who qualifies:
- Minimum of 5 years of continuous daily sales data per SKU.
- Partners must have data access and merchant approval.
- Designed for experienced partners, ready to co-brand results and share in the visibility.
Partners work directly with the TSF team on study design, publication, and shared promotion.
Apply as a Partner
Monthly foresight: a complete, month-ahead view, delivered on the 1st.
Confidence band (green zone): a practical range for planning, not a stastic to decipher.
SKU-level precision: every forecast is built at the product level, reflecting each item’s own day-by-day variability and unique demand pattern.
Operational guidance: apply the band to ordering, ad timing, and staffing.
Final case study: a clear, approved story of how visibility changed your outcomes.
TSF doesn’t just predict. It puts you in control.
Traditional forecasting tools are designed for analysts. TSF is designed for operators — people who need to make fast, confident decisions without digging through dashboards or formulas.
Every TSF forecast works at the SKU level, capturing each product's individual daily pattern instead of flattening everything into a store average. The result is a clear, usable signal: a daily range that shows when to act, when to hold steady, and when something truly unexpected is happening.
There’s no model tuning, no technical setup, and no need to interpret metrics. The system delivers foresight you can use immediately — a full month view that keeps you ahead of demand rather than chasing it.
Your data, your story — always under your control.
Your data always stays yours. Every TSF case study operates under strict isolation — each merchant’s data lives in its own encrypted database, completely separate from every other client.
Participation in a case study is voluntary and requires written consent. When you apply, you agree that TSF may review anonymized forecast and performance data strictly for analysis and publication. No identifiable company names, products, or visuals are ever shared without your explicit approval.
At the end of each study, all materials are reviewed with you before release. You decide what gets published and whether your brand is named or kept anonymous.
Case study data is retained for the duration of the trial and securely archived afterward. Active forecast data for TSF Lite users remains private, encrypted, and deleted within 60 days of account closure or written request.
For complete details, see the TSF Privacy & Legal Policy or contact us directly at privacy@tsfdemand.com
Frequently Asked Questions
Do I need a data team?
No. TSF Lite plugs directly into your store data. You don't need analysts or setup; it just works.
Is this about ”accuracy”?
No — it’s about control. We focus on what the green zone enables you to do, not on chasing stastical precision.
What’s the time commitment?
Brief monthly check-ins. We handle the forecasting, analytics, and reporting.
How many products can I include in the trial?
Each case study covers up to 10 SKUs. That’s enough to prove performance and show the power of SKU-level foresight.
What happens after the trial?
If you want to keep receiving forecasts, you can continue with a paid TSF Lite subscription. Pricing is based on SKU count — starting with the Starter 50 Pack (up to 50 SKUs) — and scales from there. You'll find full details on the TSF Lite Pricing Page.