




Asset Performance Management (APM) refers to software and methodologies used to optimise the reliability, availability, and performance of physical assets by analysing operational data, condition monitoring, and predictive insights throughout the asset lifecycle. APM supports maintenance decision-making and risk reduction through analytics and asset health metrics.
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API tokens must be stored securely and should never be exposed on the client side or in public repositories. Store tokens in secure environment variables or dedicated secrets management systems like AWS Secrets Manager, HashiCorp Vault, or Azure Key Vault. Never hardcode tokens in application code or commit them to version control. Implement proper access controls so only authorized services can access stored tokens. For production environments, use separate tokens from development/testing environments. Rotate tokens periodically and immediately revoke tokens if you suspect they've been compromised. Makini tokens provide access to customer data, so treat them with the same security standards you'd apply to database credentials.
Makini maintains a comprehensive data model built from analyzing thousands of industrial systems. When data flows through Makini, we automatically transform it from the source system's format into our standardized structure. For example, purchase orders from SAP, NetSuite, and Dynamics all return with consistent field names, data types, and structures. This normalization happens in real-time as data passes through the API. You also have access to raw data if needed for specific use cases. The unified model covers common entities like purchase orders, work orders, inventory items, vendors, and assets, with extensive field coverage across systems.
Makini implements automatic retry logic for failed webhook deliveries. If your endpoint is unavailable or returns an error status code, we retry delivery with exponentially increasing intervals starting at 30 seconds. Retries continue for up to 24 hours. If delivery ultimately fails, the webhook is logged but not delivered. You can view failed webhooks in the Makini dashboard and manually retry them. To prevent webhook loss during extended downtime, implement a polling backup strategy—periodically check the sync status and query for recent changes if no webhooks have been received within the expected time window. Design your webhook receiver to be idempotent, as retry logic may result in duplicate deliveries.
Yes, Makini supports write operations including creating, updating, and in some cases deleting records in connected systems. Common write operations include creating purchase orders, updating work order status, modifying inventory levels, and creating vendor records. Write support varies by system and entity type—core entities like purchase orders have comprehensive write support across major systems, while more specialized entities may have limited write support in some systems. Write operations use the same unified API, so the code to create a purchase order in SAP is identical to creating one in NetSuite. Validate write requirements during implementation to ensure your target systems support needed operations.
