Sold by: Klika Tech
Edge AI professional services for manufacturers needing real-time defect detection, visual inspection, and quality control using industrial vision hardware integrated with AWS cloud analytics.
Overview
Klika Tech Edge AI Vision Accelerator
Klika Tech Edge AI Vision Accelerator is a professional services engagement for manufacturers and industrial operators ready to modernize visual inspection, quality control, and object detection workflows using edge AI and AWS.
Why Klika Tech
Klika Tech is an ISO 9001:2015 and ISO/IEC 27001:2013 certified organization (certified by DQS), bringing rigorous quality management and information security practices to every engagement. Our delivery methodology combines reusable reference architectures, pre-validated edge inference pipelines, and deep AWS service expertise to reduce project risk and accelerate time-to-production.
How It Works - Engagement Phases
Engagements follow a structured delivery framework typically spanning 8-16 weeks depending on scope:
- Discovery (Weeks 1-2): Technical workshops and requirements analysis. Deliverables: scope document, architecture design document, and project plan.
- Solution Architecture (Weeks 3-4): System design covering edge hardware integration, AI model selection, telemetry pipelines, and AWS service topology. Deliverables: reference architecture diagram, data flow specification.
- Implementation (Weeks 5-10): Edge inference deployment, model training and optimization, cloud pipeline configuration, and dashboard development. Deliverables: deployed inference pipeline, trained detection models, operational dashboards.
- Integration and Testing (Weeks 11-13): End-to-end system validation, performance benchmarking, and acceptance testing. Deliverables: test reports, performance benchmarks.
- Transition (Weeks 14-16): Knowledge transfer, operations runbook delivery, and post-delivery handoff. Deliverables: operations runbook, trained model package, monitoring dashboard access, handoff documentation.
Supported Use Cases
- High-speed manufacturing line inspection
- Packaging validation and label verification
- Electronics component inspection
- Food and beverage quality control
- Pharmaceutical inspection and compliance
- Industrial automation and predictive maintenance
Scope and Prerequisites
Buyer must provide:
- Existing or planned industrial camera/sensor hardware
- Network infrastructure at the edge deployment site
- Access to production environment for integration testing
- Designated technical point of contact (IT/OT engineer)
Out of scope (unless separately contracted):
- Hardware procurement
- Ongoing managed operations post-handoff
- Regulatory submission documentation
Security and Data Handling
As an ISO/IEC 27001:2013 certified organization, Klika Tech applies enterprise-grade security practices throughout every engagement. Production data - including inspection images and telemetry - can be processed at the edge to minimize data movement. Data in transit and at rest is encrypted using AWS KMS. Access control is managed through AWS IAM with least-privilege policies. Data residency and retention policies are defined during the discovery phase based on buyer requirements.
AWS Integration
Solutions leverage AWS IoT Core, AWS Lambda, Amazon S3, Amazon SageMaker, Amazon Bedrock, Amazon Kinesis, Amazon Timestream, Amazon DynamoDB, Amazon QuickSight, Amazon CloudWatch, AWS IAM, and AWS KMS.
Next Steps
Contact Klika Tech to schedule a 30-minute discovery call. Within five business days of initial contact, you will receive a preliminary scope proposal outlining recommended approach, estimated timeline, and engagement structure tailored to your environment.
Highlights
- Accelerate time-to-production with a structured 8-16 week engagement framework that delivers a fully deployed edge AI inspection system - from discovery workshops and architecture design through trained detection models, operational dashboards, and a complete operations runbook for your team. Klika Tech is ISO 9001:2015 and ISO/IEC 27001:2013 certified, ensuring enterprise-grade quality and security throughout delivery.
- Purpose-built for industrial environments requiring real-time, low-latency decision-making at the edge. Solutions process inspection images locally to minimize data movement, encrypt data in transit and at rest via AWS KMS, and integrate with AWS IoT Core, SageMaker, Kinesis, Timestream, and QuickSight for cloud-scale analytics and operational visibility across your production lines.
- Supports manufacturing, pharmaceutical, food and beverage, electronics, and packaging verticals. Each engagement includes defined scope boundaries, named deliverables at every milestone, knowledge transfer sessions, and a post-delivery handoff package so your internal team can operate and extend the system independently after the engagement is complete.
Details
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Delivery method
Deployed on AWS
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Support
Vendor support
Engagement Support
Klika Tech provides dedicated professional services support throughout the full engagement lifecycle. Your assigned delivery team includes solution architects, ML engineers, and embedded systems specialists who support you from initial discovery through post-delivery transition.
Support Phases and Deliverables
- Discovery and Scoping: Technical workshops to define requirements, success criteria, and project plan. Output: scope document and architecture design.
- Implementation: Ongoing engineering support, weekly progress reviews, and AWS service alignment.
- Transition: Knowledge transfer sessions, operations runbook delivery, trained model packages, and monitoring dashboard handoff.
Buyer Responsibilities
Buyers should designate a technical point of contact (IT or OT engineer), provide network and site access for integration, and ensure availability of industrial camera or sensor hardware.
Response Commitment
During active engagements, Klika Tech responds to support inquiries within one business day. Escalation is available through your assigned project lead.
Contact Channels
Support is provided during the course of project delivery and transition activities by the assigned Klika Tech engagement team.