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MyIO:
PLATFORM & ARCHITECTURE

Feature detail, component flow, ERP integration & deployment
Features
INSIDE MyIO
Architecture
↳ Features

Real product flows, not abstract AI promises.

Each module supports a concrete planning decision: forecast demand, order stock, assess suppliers, detect anomalies or automate routine work.

Optimal order placement and inventory control

Generate and track optimal ordering plans based on safety stock, reorder points, pricing rules, supplier constraints, warehouse structure and business strategy.

  • Industry-standard safety stock and reorder point algorithms
  • Combinatorial optimization for ordering and stocking decisions
  • Customer-specific criteria, constraints and optimization strategies
  • Multi-warehouse and multi-currency planning
A screenshot of the MYIO app dashboard with charts
A screenshot from the MYIO app Warehouse Page with a chart that displays warehouse values of a certain item in time.

Highly accurate demand forecasting

Predict demand across products, locations and horizons. Monitor model performance, compare forecasts and include external factors such as market signals, weather or known campaigns.

  • Point and probabilistic forecasts
  • External data assimilation to improve forecast quality
  • Backtesting and forecast performance monitoring
  • Customizable forecasting horizons and periods

Anomaly detection, impact assessment and prioritization

MyIO continuously monitors trading plans and operational signals, identifies anomalies and routes high-impact situations to the right people or roles.

  • Impact assessment for detected anomalies
  • Resolution prioritization based on impact and effort
  • Customer-defined thresholds
  • Alerts triggering and routing to designated roles
A screenshot from the MYIO app Forecast Performance page, where the forecast is backtested against reality.
A screenshot from the MYIO app Forecast page, with a chart where item demand is forecasted.

Campaigns and situation tagging

Connect demand changes with known business events. Tag past and future situations to understand their impact and prepare operational plans before the demand shift hits.

  • Promo actions and sales campaigns
  • Ad hoc and rule-based tagging
  • Campaign planning support
  • Future scenario preparation

Supplier reliability estimation and BOM

Analyze supplier behavior, cost volatility and supply availability risk while supporting hierarchical BOM structures tailored to each customer.

  • Supplier lead time and cost volatility analysis
  • Supply availability risk assessment
  • Supplier anomaly detection or prediction
  • Hierarchical and customer-specific BOM management
A screenshot from the MYIO app BOM page with the Bill-Of-Materials displayed.
↳ Inside MyIO

From data to decisions.

MyIO is a structured chain of components: it connects operational data, prepares it for modelling, forecasts demand, optimizes inventory, detects exceptions and routes recommended actions to business users.

↳ Component flow

DataForecastOptimisationAction

MyIO architecture overviewBusiness systems flow into the MyIO platform and out to business users.MyIO architecture overviewCloudHybridOn-premiseBusiness systemsERPOMSWMSSupplier dataHistorical demandExternal signalsMyIO PlatformData integrationConnect, cleanse and unify data across sources.Demand forecastingAI/ML models for accurate, granular forecasts.Inventory optimisationOptimise stock, allocations and replenishment.Alerts & automationProactive alerts and automated actions to drive outcomes.Workflow / APIExtend workflows and integrate seamlessly via API.Business usersDemand plannersBuyersInventorymanagersManagement
↳ Architecture / deployment

Integration, deployment and solution packaging.

This section shows ERP integration, deployment models, solution modules and the distinction between standalone platform and integrated deployment inside your current stack.

MyIO modules and integrationVertical architecture from data sources through integration and core modules to business outputs.MyIO modules & integrationHow data sources connect throughintegration into core planningBusinessoutputsReplenishment planRisk alertsManagement insightsAutomation tasksMyIO coremodulesDemand forecastingAI/ML models for accurate,granular forecastsInventoryoptimisationOptimise stock, allocations andAlerts & workflowProactive alerts andautomated actionsRole-based securityMulti-warehouse / multi-currencyIntegrationlayerConnectorsPre-built and customconnectorsData validationCleanse, standardise andvalidate incoming dataMaster data / BOM/ campaignsCentralised reference andbusiness contextData sourcesERPOMSWMSSupplier systemsHistorical demandExternal signals
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Curious how MyIO can enhance your inventory optimization and demand forecasting? Connect with us to experience the solution on your data.

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The FloxgenAI project, developed by DNAi s.r.o. in collaboration with the Faculty of Biomedical Engineering at ČVUT, simplifies working with the human genome by leveraging state-of-the-art artificial intelligence (so-called “foundation models”). These models operate similarly to popular language models, but instead of processing words, they understand DNA code. The platform enables laboratories to implement these complex technologies in everyday practice without the need for in-house IT specialists or dedicated supercomputing infrastructure. The entire system is designed to ensure maximum data security and full compliance with strict regulations, while presenting analysis results in a clear and understandable format. FloxgenAI thus acts as a bridge between cutting-edge scientific research and routine medical diagnostics, helping to uncover information hidden within our genome more quickly and accurately.
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