Integration
Connecting to the systems of record without becoming a second source of truth.
- Integration in textiles and apparelA production planner uses AsscherAi to investigate discrepancies between the enterprise resource planning system and the product lifecycle management...
- Integration in printing and packagingIntegration of AI systems in printing and packaging reduces errors by reconciling definitions between systems, ensuring accurate data and efficient...
- Integration in pharmaceuticalsAsscherAi helps pharmaceutical companies integrate AI systems with their batch record systems, reducing change control overhead and deviation...
- Integration in metals and miningA maintenance planner uses AsscherAi to investigate equipment failures by querying the computerised maintenance management system and production plan...
- Integration in manufacturingA production team uses AsscherAi to investigate the cause of a stoppage on a line, querying the manufacturing execution system and enterprise...
- Integration in logisticsAsscherAi integrates with the transport management system to track shipments, handling carrier performance variance and exception handling at scale...
- Integration in healthcare providersAsscherAi integration helps healthcare providers optimise theatre utilisation by providing real-time insights into surgeon schedules, patient lists...
- Integration in FMCGIntegrating AI systems in FMCG requires reconciling definitions between systems, such as the sales database and inventory management system, to...
- Integration in energy and utilitiesAsscherAi integration helps energy and utilities companies avoid regulatory issues by ensuring the maintenance log and outage planning system are...
- Integration in e-commerce and retailIntegrating AI systems with e-commerce and retail systems requires careful planning to reconcile differing definitions between systems, such as the...
- Integration in chemicalsChemicals manufacturers use AsscherAi to investigate discrepancies in production yields by querying their own data in natural language, such as...
- Integration in automotiveAutomotive manufacturers integrate AI systems with their enterprise resource planning systems to improve production planning and reduce errors, by...
- Integration for supply chainAsscherAi integrates with the enterprise resource planning system to provide a supply chain manager with a comprehensive view of the supply chain...
- Integration for customer serviceAsscherAi integration with customer service systems enables a customer service representative to retrieve up-to-date ticket history and knowledge...
- Integration for salesAsscherAi integration with sales data helps a sales team identify trends and insights by analyzing historical sales, order book, and pipeline data...
- Integration for research and developmentIntegrating AI systems with research and development data helps identify potential failures by analyzing test results and failure analyses, enabling...
- Integration for qualityAI systems integration for quality enables a category manager to compare supplier performance by analysing defects per unit and first pass yield...
- Integration for productionAsscherAi integration with production systems helps a production planner identify discrepancies between output reports and production schedules by...
- Integration for procurementProcurement integration with AI systems requires careful handling of write paths to prevent errors in systems of record, such as the purchase order...
- Integration for operationsIntegration of AI systems with operations involves reconciling definitions and establishing a common vocabulary to ensure accurate data...
- Integration for maintenanceIntegration of AI systems with maintenance records requires careful design of read and write paths to ensure data accuracy and consistency, as...
- Integration for executive leadershipExecutive leadership relies on integrated AI systems to provide a unified view of organisational data, enabling informed decisions by reconciling...
- Integration for human resourcesIntegrating AI systems with human resources helps a payroll manager reconcile discrepancies between the employee database and HR system by designing...
- Integration for financeIntegrating AI systems for finance, like AsscherAi, with general ledgers and purchase order systems requires careful mapping of definitions to ensure...
- How to start with integrationGetting started with AI systems integration requires choosing the right approach and understanding the mechanisms involved, such as read paths and...
- Vector search or keyword search?Vector search and keyword search in AsscherAi help a category manager find relevant information in the purchase order table, but the choice between...
- Structured records or unstructured documents?AsscherAi handles queries about an organisation's data by distinguishing between structured records and unstructured documents, allowing a category...
- One model or routing between several?Deciding between one model or routing between several in AsscherAi requires evaluating the complexity of requests and data structure, as a category...
- Real time or batch?Real time querying with AsscherAi helps a purchasing manager decide whether to place an urgent order for a critical component by providing current...
- RAG or fine tuning?Fine tuning AsscherAi's model can improve accuracy on specific tasks, but it requires significant resources and expertise, whereas RAG ensures...
- From proof of concept to production?Taking AsscherAi from proof of concept to production requires careful consideration of the costs and commitments involved, including the cost of...
- Another pilot or a platform?A category manager evaluates natural language query systems by considering the commitment and costs of running another pilot versus investing in a...
- Open weight or proprietary models?AsscherAi's open weight model allows a procurement manager to query the purchase order table and compare supplier performance, but requires ongoing...
- On premise or cloud for enterprise AI?A data architect considers on premise or cloud for AsscherAi, weighing control over infrastructure against scalability needs, and the cost of...
- An internal tool or a vendor platform?A purchasing manager considers an internal tool or a vendor platform to manage procurement data, evaluating total cost over three years, including...
- Keep a human review step or remove it?A purchasing manager checks the purchase order table and finds that AsscherAi missed a contract, so they must decide whether to keep a human review...
- A general model or a domain tuned one?A domain tuned model for AsscherAi allows a procurement manager to ask about supplier lead times, and get accurate answers by querying the purchase...
- Dashboards or conversational analytics?A production planner using AsscherAi's conversational analytics can ask what orders are pending, on which production line, and what materials are...
- Chatbot, copilot or agent?Implementing a chatbot, copilot, or agent for the maintenance log requires evaluating the team's needs and goals, considering the skills and...
- A central AI team or embedded ones?A category manager uses AsscherAi to compare suppliers, but inconsistent definitions cause confusion, highlighting the need to decide between a...
- Build or buy enterprise AI?Building enterprise AI for AsscherAi integration commits an organisation to developing a custom system, requiring significant investment in personnel...
- Automate the decision or support it?Automating maintenance decisions can lead to inflexibility, while supporting them with data and analytics allows for adaptability, as seen when a...
- An agent or a fixed workflow?Implementing AsscherAi requires choosing between an agent-based system and a fixed workflow, each committing you to different levels of investment in...
- Integration in the enterprise: a practical guideIntegrating AI systems with existing systems of record requires careful consideration of read and write paths, reconciling definitions, and handling...