The complexity of supply chains spans numerous internal functions and external partners, encompassing various products and locations. Data serves as a pivotal tool in overcoming these complexities by enhancing business processes, fostering collaboration, and ultimately refining the customer experience. In short, supply chain resilience across supply to demand is a data problem.
In today’s era of cloud technologies, the sharing and access of data have undergone a significant transformation. Whether it’s enterprise-owned data, partner-held information, or data associated with external elements, the barriers to sharing and accessing this information have notably diminished. Cloud technologies have democratized data accessibility (for example, GCP Analytics Hub and AWS Data Exchange) , enabling seamless interaction and exchange among stakeholders within the supply chain ecosystem. This streamlined access to information facilitates real-time insights, promotes agility in decision-making, and strengthens the connections between different entities involved in the supply chain.
Moreover, the utilization of cloud technologies and the data has empowered businesses to break traditional silos, allowing for a more holistic view of the supply chain. This comprehensive perspective enhances the efficiency of operations, optimizes inventory management, and promotes proactive responses to market fluctuations or unforeseen challenges.
Let us look at a sample list of curated datasets and the providers and the unique possibilities with those. Most of these are available in AWS or GCP or as an API.
Area | Potential Use Cases | Dataset | Provider |
Supply Chain Risk / Resilience | N-tier supply chain risk identification | Financial & Compliance risks | D&B |
Supply Chain Risk / Resilience | Shipping operations risk identification | Shipping Insights | D&B |
Supply Chain Risk / Resilience | Compliance & reputational risk | Controversies research | Morningstar |
Supply Chain Risk / Resilience | Sustainable and resilient sourcing decisions | Supplier Mapping, Disruption Vulnerability, R Score | Resilinc |
Supply Chain Risk / Resilience | Investment / market decisions | First Alert, Pulse | Dataminr |
Supply Chain Risk / Resilience | Supply decisions, Investment decisions | Event Database | Gdelt |
Supply Chain Risk / Resilience | Supply chain risks across financial, compliance, ESG, etc. | Company intelligence and risk data | Craft |
Supply Chain Risk / Resilience | Demand forecast | Events Data | PredictHQ |
Supply Chain Visibility | Ocean Freight Visibility fo financial and shipping decisions | AIS, Shipping Events, Custom Data | AIS – Marine Traffic |
Supply Chain Visibility | Multi-modal transportation visibility | ETAs, Port Intel | Project44 |
Supply Chain Visibility | Container Tracking | Container Tracking API | Shipsgo |
Supply Chain Visibility | Container Tracking | Container Tracking API | Sinay |
Sustainability | Sustainable sourcing or Investment decision | Impact Metrics, ESG Risk Rating, Carbon Risk Rating, Carbon Emissions | Morningstar |
Sustainability | Sustainable sourcing or Investment decision | Emissions Estimation, Risk Score | ESGBook |
Sustainability | Sustainable sourcing or Investment decision | ESG Intellignce | D&B |
Sustainability | Sustainable sourcing, Achieving Sustainability Commitments | Landcover, Biodiversity, etc. | NGIS Tracemark |
Sustainability | Sustainable sourcing or Investment decision | ESG | IdealRatings |
Location / Geospatial Intelligence | Network/site/territory planning | Mobility Data, Demographics, Point of Interests | Carto |
Location / Geospatial Intelligence | Route Planning, Scheduling, Territory Planning, etc. | Places, Geocode, Geolocation, Distance Matrix, Roads, etc. | Google Maps |
Location / Geospatial Intelligence | Sustainability and resilience usecases | Climate, Weather, Land Cover, Imagery, etc. | Google Earth |
Location / Geospatial Intelligence | Route Planning, Scheduling, Territory Planning, etc. | Direction, Distance Matrix, Live Tracking, etc. | Nextbillion |
Market Data | Pricing, Investment, etc. | Market Data, Commodity Price, ESG Data | Bloomberg |
Market Data | Assortment and inventory planning | Consumer insights | NielsenIQ |
Market Data | Purchase planning, pricing, etc. | Commodity Volatility Index | CME Group |
Market Data | Market decisions, sourcing decisions | Country Insights | D&B |
Weather | Local weather prediction as an influencer for retail demand forecast | Weather, Climate | NOAA Global Forecast |
Weather | Hyperlocal weather for distribution decisions | Weather | Weather Source |
Demographics | Demand forecasting | Worldview – Demographics | Experian |