AI Agents Suite – Autonomous Forecasting & Planning

One command centre, many specialised agents.

Why AI Agents?

Traditional planning tools still rely on manual data prep and static rules, leaving planners firefighting instead of strategising. Flowlity’s AI Agents Suite automates the full cycle – from demand cleansing to order generation – so your team focuses on growth, not spreadsheets.

Without AI Agents

Weeks to cleanse historical demand.

Gut-feel forecasts & siloed spreadsheets.

Spreadsheet macros to respect MOQs & lead-times.

New SKU forecasts built from scratch based on gut feelings.

With AI Agents

Minutes to detect & fix anomalies.

Data-science-grade forecasting updated weekly.

Mathematically-optimised plans every night.

Instant similar-SKU lift-offs.

“With Flowlity’s agents we slashed wastes  by 18 % and cut planning time by 5.”

Supply Chain Director

Global Cosmetics Brand

Meet the Agents

Anomalies Agent – Trust Your Data

Automatically flags and replaces:

Stock-outs & lost sales

Promotional spikes

One-off outliers

Launch & end-of-life noise

Result: a Cleaned Past Demand signal ready for the forecast model.

Forecast Agent – AI in the Driver’s Seat

Ensemble of statistical & ML models tuned per SKU

Continuous back-testing with MAE & RMSSE (and more) dashboards

Native support for seasonality, trends, lifecycles & events

Result: forecast accuracy gains of up to +25 pp vs. baseline.

Similarity Agent – Accelerate New Items

Embeddings on product names & descriptions

Numerical & categorical distance scoring (price, category, size, …)

Top-5 similar SKUs suggested with confidence %

Result: reliable demand curves on day one of launch.

Planning Agent – Automated Supply Execution

Nightly optimisation respecting:

Lead-times, order frequencies, MOQs, lot sizes, full-truck loads

Multi-echelon safety stocks & buffers

Service-level, cost and capacity targets

Result: a freshly brewed plan with all constraints embedded every morning ready to be validated

Simulation Agent – Automated Inventory Strategy Simulations

Automatically runs simulation to evaluate the best setups in terms of inventory strategies:

Minimize lost sales and shortages

Minimize inventory holding costs

Make sure you achieve your Supply Chain Goals

Result: You will have no more excuses not to meet your inventory and service level targets

Get a demo

What’s Next

Designed for modern supply chain teams.

Promotions Agent

Optimise discount depth & timing.

Pricing Agent

Dynamic price recommendations based on elasticity.

Data Agent

Discuss via chat to your data and create graphs and reports automatically.

FAQ

Find everything you need to know right here.

How do agents differ from traditional rules?

Agents learn autonomously and continuously validate outcomes against fresh data, whereas rules are static and need to be updated manually based on gut feelings.

Can I override an agent’s suggestion?

Absolutely – every recommended change can be approved, edited, or rejected.

Do I need a data-science team to run this?

No. Flowlity provides the models and infrastructure; you just connect the data. A domain expert or key user is the ideal driver for our agent module.