Build AI-powered demand forecasting directly into your ecommerce operations so inventory, fulfillment & growth decisions stay aligned. We apply zero-shot forecasting to deliver faster insights and more accurate sales projections, even when historical data is uneven or incomplete.
Chronos forecasting approaches data complexity by focusing on broader time-based patterns instead of reacting to short-term distortions in the data. This results in forecasts that remain stable and dependable, even when recent sales activity does not fully reflect true customer demand.
At eSellerHub, we bring years of hands-on experience aligning forecasting strategies with real ecommerce data. We know which approaches work best for different business models, and we apply that understanding to deliver forecasts that consistently improve accuracy and planning confidence.
Chronos learns demand behavior from a wide range of time-based patterns rather than relying only on a single product’s past. This broader perspective helps it recognize what typical growth, decline, or seasonality looks like across many products. As a result, forecasts are less likely to be skewed by isolated data issues.
Stockouts, paused advertising, pricing changes, and supply constraints often create sharp dips that do not reflect real demand. Chronos is better at absorbing these irregularities without letting them dominate future projections. This leads to forecasts that remain steady even when recent data is noisy.
Chronos does not require individual training or tuning for every SKU. This makes it well-suited for businesses managing large catalogs where manual adjustments are not practical. Forecasts can be generated quickly and reliably as catalogs grow or change.
The output from Chronos is designed to support operational decisions, not just reporting. Forecasts can be used confidently for inventory planning, fulfillment preparation, and capacity planning. Teams spend less time questioning the numbers and more time acting on them.
Talk to our team about implementing Chronos forecasting for your e-commerce operations.
Our approach combines Chronos forecasting with deep backend expertise to build systems that adapt to different product behaviors, data conditions, and planning needs. Instead of treating forecasting as an isolated exercise, we design solutions that fit naturally into real ecommerce operations without adding unnecessary complexity.
Sales data is mostly scattered, especially across marketplaces and channels. We make forecasting workflows that begin with simple inputs, such as CSVs, while accounting for variations in SKU structure, time granularity, and historical depth. This makes it easier to onboard new catalogs quickly.
While Chronos focuses on time-based patterns, we apply it within systems that consider the impact of inventory availability, promotions, and operational decisions. This reduces the risk of temporary disruptions being interpreted as long-term demand shifts.
Not every product behaves the same way, and we do not force uniform logic across the catalog. Chronos enables us to forecast demand across seasonal items, steady sellers, and volatile SKUs using a consistent framework that still respects these differences.
Many forecasting systems rely heavily on analysts to correct anomalies or override outputs. Our approach focuses on minimizing those touchpoints by using Chronos, where it performs best guardrails around known data issues. Analysts can then focus on exceptions rather than routine corrections.
We align forecasting outputs with how teams actually plan inventory, fulfillment, and logistics. Forecasts are structured to support operational decisions rather than just trend visualization. This makes them more useful for day-to-day planning across sellers, brands, and 3PL operations.
Forecasting only adds value when teams trust and understand the results. We pair Chronos forecasts with clear visual representations that make patterns, ranges, and expected demand easy to interpret. This helps stakeholders move from analysis to action without needing technical expertise.
Chronos forecasting changes how demand signals are interpreted and applied across ecommerce operations. When implemented correctly, it helps teams move faster, plan smarter, and make decisions that reflect how sales actually behave at scale.
Forecasts stay aligned with real demand, even when recent sales are affected by stockouts, promotions, or operational constraints.
Plan replenishment with greater confidence and reduce both overstock and missed sales opportunities.
Generate forecasts quickly across large catalogs without waiting on manual adjustments or repeated model tuning.
Use outputs that support fulfillment planning, capacity management, and growth decisions, not just reporting.
eSellerHub combines forecasting expertise and in-depth ecommerce backend experience to address real-world planning challenges. We help businesses transform sales data into actionable forecasts that support informed decisions.
I tried various generic licensed solutions for my online business, but I always found them short of my needs and expectations. Our inventories were inconsistent, and we had to deal with situations like over-selling frequently. eSellerHub has developed a custom inventory and order management software for our business following a transparent development & clear communication. I now get more time to do what I do best: expand my business.
- Hirosltd
eSellerHub was the right choice for our web app development needs. From start to finish, we had full transparency on pricing iterations and efficient turnarounds on feature buildouts. From concept to sprint fulfillment to a final product, eSellerHub met our development needs and exceeded our expectations.
- Danny Lambourne
They built us an order entry as well as a content management system that is best in class. The systems manage inventory across multiple marketplaces, channels, and websites. At the same time, it uses automated shipping rules to select the lowest shipping options for packages and destinations. Many automated rules help us manage inventory turns, PO mgmt, and product ordering. I have been working with them for 4+ years.
- Amitra
Before eSellerHub, we managed all our inventory and orders directly through QuickBooks Desktop. We’d manually log in to various courier accounts to ship every order. It was nowhere near ideal. However, with the custom inventory software development of eSellerHub, we have implemented many profitable changes.
- S&S Carry
Top 3PL WMS Trends to Watch in 2026
Common Implementation Challenges in 3PL WMS and How to Overcome Them
Amazon SP-API Update Explained for Non-Technical Founders
This website uses cookies so that we can provide you with the best user experience possible. Cookie information is stored in your browser and performs functions such as recognising you when you return to our website and helping our team to understand which sections of the website you find most interesting and useful.
Strictly Necessary Cookie should be enabled at all times so that we can save your preferences for cookie settings.