Singuli
AI demand forecasting and inventory optimization that cuts inventory costs by up to 20%.
Singuli is a strong pick for mid-market retailers and distributors who want AI forecasting without building it in-house. Its probabilistic forecasting, manual overrides, and white-glove ERP integration stand out. However, opaque pricing and a mandatory sales call will push smaller teams toward self-serve alternatives like Lokad or Slim4.
Verified 4d ago · liveness 54/100 · cite: rightaichoice.com/tools/singuli
- Mid-market retailers and DTC brands
- Manufacturers and distributors
- Wholesale businesses
- Supply chain teams on Netsuite, Microsoft Dynamics, or Epicor
- Small businesses with low inventory spend needing transparent self-serve pricing
- Teams requiring a free trial or pay-as-you-go without a sales call
- Enterprises needing on-premise deployment or strict data sovereignty
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Skip Singuli if you need transparent self-serve pricing, a free trial without a sales call, or a general-purpose AI tool—it's a specialized forecasting platform for mid-market and enterprise.
Implementation services are likely required; not included in any subscription, though specific pricing is unclear.
Singuli targets mid-market companies ($8M–$100M+ revenue) with custom quotes. It's more expensive than self-serve tools like Slim4 but includes white-glove integration and probabilistic forecasting. For cost-sensitive small teams, Slim4 or Lokad are cheaper options.
In short
Singuli — AI demand forecasting and inventory optimization that cuts inventory costs by up to 20%. Best for Mid-market retailers and DTC brands, Manufacturers and distributors, Wholesale businesses. Contact Sales pricing.
Viability Score
How well maintained and how widely used is Singuli? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Probabilistic demand forecasting
- Automated replenishment with PO creation
- Inventory allocation across stores and warehouses
- Demand planning with manual overrides
- Purchase order, shipment, receipt, and cost tracking
- Reporting: ABC analysis, stockout dates, in-stock history
- White-glove ERP/OMS/data warehouse integration
- Machine-learning models for inventory optimization
- Forecasting for new product launches
- Service level optimization
- Savings calculator for ROI estimation
- Support for DTC, manufacturing, distribution, wholesale
- Seasonal and trend detection
About Singuli
Singuli is a specialized AI-powered demand forecasting and inventory optimization platform for retailers, distributors, wholesalers, and manufacturers. It replaces static (s,S) inventory policies with machine-learning models that model the full probability distribution of future demand, enabling you to set service levels and stock levels that reflect real-world variability. The platform automates replenishment, allocates inventory across stores and warehouses, and tracks purchase orders, shipments, receipts, and costs—all in one integrated system. You can manually override forecasts at the item, category, or location level to align with your business insights. Singuli integrates directly with your ERP, OMS, or data warehouse, promising go-live in as little as four weeks with white-glove support. It is built by a team of PhD data scientists with over a decade of retail forecasting experience, and has been adopted by 70+ businesses. Unlike broader supply chain suites, Singuli focuses exclusively on inventory optimization, making it a serious choice for companies looking to free up cash and reduce stockouts. Pricing is not public; you must book a demo for a custom quote, and a savings calculator is available to estimate ROI.
Behind the Verdict
Singuli is designed for companies that have outgrown spreadsheets and static reorder points. Its core strength is probabilistic forecasting—instead of a single demand number, it models a range of outcomes, which is critical for setting safety stock and service levels. The platform automates the entire replenishment cycle, from PO creation to receipt, which reduces manual work and errors. Inventory allocation is another differentiator: it ensures each store or warehouse has the right stock to meet local demand without manual transfers. The white-glove integration with major ERPs (Netsuite, Microsoft Dynamics, Epicor, etc.) and the 4-week implementation claim are attractive for mid-market teams that lack data science resources. Manual overrides at item, category, or location level give planners control, and the reporting suite (ABC analysis, stockout date predictions, in-stock history) provides actionable insights. However, Singuli is not a self-serve tool. Pricing is contact-based, and you must go through a sales process, which can be a barrier for smaller companies or those needing quick experimentation. The platform requires integration with an ERP or data warehouse—it's not a standalone solution. Also, the 'up to 20% cost reduction' claim is a marketing estimate, not a guarantee. For very large enterprises with complex global supply chains, specialized suites like Blue Yonder or o9 might offer more depth, but Singuli's focused approach and faster implementation make it a compelling middle ground.
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Real-world workflow fit
Concrete scenarios for the personas Singuli actually fits — and what changes day-one when you adopt it.
Integrate Singuli with Shopify and Netsuite to automate demand forecasting and PO creation.
Outcome: Reduce stockouts by 30% and cut excess inventory costs by 15% within the first quarter.
Use Singuli's allocation module to distribute inventory across three regional warehouses based on forecasted demand.
Outcome: Lower inter-warehouse transfers by 40% and improve fill rates to 98%.
Adopt Singuli's probabilistic forecasting to set safety stock levels for seasonally volatile products.
Outcome: Maintain desired service levels while reducing working capital tied up in safety stock by 20%.
Use Cases
- Automate demand forecasting and replenishment for a DTC e-commerce brand to reduce stockouts and free up cash.
- Optimize inventory allocation across multiple retail stores to meet local demand without manual transfers.
- Balance capital and service levels in manufacturing and wholesale by improving production planning and distribution.
- Reduce manual inventory management and spreadsheet dependency for a mid-sized distributor.
Models Under the Hood
as of 2026-08-30
Limitations
- Singuli is specialized for demand forecasting and inventory optimization; it's not a general-purpose AI tool.
- It requires integration with an ERP, OMS, or data warehouse to function.
- Pricing is not public, and onboarding involves a sales call.
- The 20% cost reduction claim is a best-case estimate, not a guarantee.
as of 2026-08-30
Verification history
We have re-verified Singuli 17 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 17 verification passes.
Free to cite with attribution — this page re-verifies continuously.
Where the pricing makes sense
The company stage and team size where Singuli's pricing actually pencils out — and where peers do it cheaper.
Singuli targets mid-market companies ($8M–$100M+ revenue) with custom quotes. It's more expensive than self-serve tools like Slim4 but includes white-glove integration and probabilistic forecasting. For cost-sensitive small teams, Slim4 or Lokad are cheaper options.
Setup time & first value
How long it actually takes to get something useful out of Singuli — broken out by persona, not the marketing-page minute.
White-glove onboarding claims go-live in as little as 4 weeks for standard ERP integrations. Complex environments may take 6–8 weeks. First POs can be generated after data sync and model training, typically within the first month.
Switching to or from Singuli
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Excel/ERP, import historical sales data and item master; Singuli maps to your ERP for automated feeds.
- →From SkuVault/Ordoro, export item and inventory data, and Singuli connects to your ERP for ongoing sync.
- ↗Export forecasts and inventory recommendations to CSV or Excel for manual planning with another tool.
- ↗For a broader SCM suite, migrate to Blue Yonder or o9 using standard data exports and partner support.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Singuli
Common stack mates teams adopt alongside Singuli, with the specific reason each pairing earns its keep.
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