Automate visual anomaly detection with your AI agentsSwiftask integrates the power of api4ai to turn your image streams into intelligent quality control tools. Detect defects instantly.Result:Gain reliability and drastically reduce scrap rates with continuous, automated visual inspection.Manual visual inspection is costly and unreliableHuman quality control is prone to fatigue, subjectivity, and slowness. On fast production lines or high-volume inventories, the human eye misses subtle defects, leading to high non-quality costs and reputational risks.Main negative impacts:Fatigue and human error: Vigilance decreases after a few hours of repetitive inspection, allowing critical anomalies to slip through.High operational costs: Assigning skilled personnel to repetitive sorting tasks prevents them from focusing on higher-value missions.Lack of scalability: Increasing production capacity requires hiring more inspectors, which is not economically viable.With Swiftask and api4ai, deploy AI agents capable of analyzing image streams in real time. They identify anomalies in shape, color, or texture, 24/7, with consistent precision.BEFORE / AFTERWhat changes with SwiftaskTraditional quality controlAn operator examines every part on a conveyor belt. They must manually remove defective products. Errors are frequent, the pace is limited by human fatigue, and no digital history of defects is kept.AI inspection with SwiftaskA camera captures the part image. Swiftask instantly sends the image to api4ai. The AI agent detects the anomaly in milliseconds and automatically triggers an alert or ejects the part.Start for freeDeploy your AI vision solution in 4 stepsSTEP 1 : Configure the api4ai connectorIntegrate your api4ai API keys into Swiftask with a few clicks to benefit from their computer vision models.STEP 2 : Define anomaly criteriaTeach your agent what constitutes a defect (scratch, crack, missing part) via the intuitive interface.STEP 3 : Connect your image streamLink Swiftask to your IP cameras or image storage folders to feed the agent continuously.STEP 4 : Automate corrective actionsConfigure post-detection actions: ERP logging, Teams/Slack alerts, or signal to a programmable logic controller.Start for freeAdvanced AI detection capabilitiesThe agent analyzes every pixel to detect deviations from a defined standard. It processes thousands of images per hour without performance degradation.Target connector: The agent performs the right actions in api4ai based on event context.Automated actions: Object recognition, defect classification, dimension measurement, and presence/absence detection. Seamless integration with your production management systems (MES/ERP).Native governance: Swiftask centralizes inspection logs to allow statistical analysis of your defect rates over time.Each action is contextualized and executed automatically at the right time.Each Swiftask agent uses a dedicated identity (e.g. agent-api4ai@swiftask.ai ). You keep full visibility on every action and every sent message.Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.Start for freeStrategic benefits of visual AI1. Consistent precisionAI doesn't get tired. It maintains the same level of rigor from the first to the last part of the day.2. Cost reductionLower costs associated with scrap and labor dedicated to manual quality control.3. Digital traceabilityEach inspected part is documented. You have a full history to meet quality standards.4. Rapid deploymentNo deep learning expertise needed. Swiftask and api4ai allow commissioning in days, not months.5. AdaptabilityChanging product references? Simply update your agent's criteria without reprogramming the entire line.Start for freeIndustrial data securitySwiftask applies enterprise-grade security standards for your api4ai automations.Stream encryption: All images transmitted to api4ai are encrypted in transit to ensure the confidentiality of your processes.Data governance: You maintain full control over the images stored and processed within your Swiftask environment.Compliance: Solution designed to meet the traceability requirements of manufacturing industries.Robust infrastructure: Architecture designed for high availability in industrial environments.To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.Start for freeRESULTSMeasurable performance of AI inspectionMetricBeforeAfterInspection speedHuman-limitedReal-time (ms)Detection rateVariable due to fatigueOver 99.5%Unit costHigh (manual labor)Reduced (automation)MaintenanceContinuous trainingNo-code configurationStart for freeTake action with api4aiGain reliability and drastically reduce scrap rates with continuous, automated visual inspection.Book a demo7-day free trialOptimize your spaces with AI-powered footfall analysisNext use case