Engineering Intelligent Enterprises with Production-Grade AI
EDCS designs, builds, and runs production-grade AI for manufacturing, supply chain, and safety-critical operations, from Vision AI on the shop floor to AI embedded inside your SAP landscape. Domain-led. Research-backed. Zero additional CAPEX.
Two disciplined ways we deliver enterprise AI
Since adding AI product engineering to a 16-year enterprise IT practice in 2024, EDCS has organised its AI work into two clear tracks. Every engagement starts with a straight answer to one question: does this need to be built into your business functions, or into your technical architecture? Most enterprise programmes need a measured blend of both, we scope that with you before any code is written.
Functional AI
We embed AI directly into your domain workflows, aligning capability to your business functions, processes, and industry-specific operations. We consult, design, and implement end to end, so the model output lands inside a process someone actually owns.
- Supply Chain & Procurement: demand planning, inventory optimization, vendor intelligence, price forecasting
- Production & Manufacturing: scheduling, OEE analytics, scrap prediction, shift optimization
- Quality using Vision AI: defect detection, in-process quality prediction, root-cause analytics
- Safety using Vision AI (OccuSafe): PPE compliance, danger-zone monitoring, ESG reporting
- Maintenance & Reliability: predictive maintenance, spare-parts forecasting, failure root-cause AI
- HR & Finance Analytics: attrition risk, recruitment optimization, hedge recommendation
Technical AI
We deliver the AI architecture, model engineering, and integration layer, pure technical consulting to build, deploy, and scale your AI systems. We own the complete AI lifecycle, from the first pipeline to the retraining loop three years later.
- Model Engineering: custom ML/DL design, training, validation, deployment pipelines
- Data Engineering: pipeline architecture, feature engineering, ETL, real-time streams
- AI Infrastructure: cloud/edge deployment, scalability design, MLOps, monitoring
- SAP & ERP Integration: AI insights embedded into SAP S/4HANA, IBP, ECC, no data silos
- Computer Vision Systems: quality inspection, safety monitoring, defect detection
- AI Research & Innovation: explainable AI, hybrid ML, patent-backed prototyping
End-to-end AI, mapped across the enterprise value chain
Six functional domains, one consistent delivery model. Every capability below has been built and deployed for a live enterprise client, not a lab demo.
Supply Chain & Procurement
- Demand-driven planning
- Inventory optimization
- Supplier performance AI
- Price forecasting
- Delivery failure prediction
Production & Manufacturing
- Production scheduling AI
- OEE & bottleneck analytics
- Scrap & rework prediction
- Process optimization
- Shift scheduling AI
Maintenance & Reliability
- Predictive maintenance
- Spare parts forecasting
- Failure root-cause AI
- Maintenance strategy optimization
- 5,000+ machine scalability
Quality & Safety using Vision AI
- Vision-based defect detection
- In-process quality prediction
- Quality root-cause analytics
- Deviation prediction
- Safety using Vision AI, see OccuSafe
Sales & After-Sales
- Order demand forecasting
- Customer segmentation
- Warranty claim prediction
- Spare parts optimization
- AMC conversion intelligence
HR & Finance Analytics
- Attrition risk prediction
- Recruitment optimization
- Employee sentiment NLP
- SKU-level cost analytics
- Hedge recommendation AI
Three products, built from real plant and factory floors
Beyond bespoke consulting, EDCS maintains three purpose-built AI products, each shaped by the same industrial and enterprise problems our consulting teams solve every day.
AutoBloom: training built on Bloom's Taxonomy, not a slide deck
AutoBloom trains employees on your products, solutions, and processes using AI, structured around Bloom's Taxonomy so learning moves systematically from awareness to mastery, instead of stopping at "watched the video."
Create
Design new solutions, propose improvements, build AI-assisted processes
Evaluate
Assess product performance, judge outcomes, validate compliance
Analyse
Break down processes, compare solutions, diagnose operational issues
Apply
Execute tasks, run simulations, use product features in real scenarios
Understand
Explain concepts, interpret product documentation and processes
Remember
Recall product names, key features, company terminology and policies
AI-curated modules meet employees at their current Bloom level and move them up it, from onboarding recall to independent problem-solving, with adaptive testing and personalised pacing along the way.
See AutoBloom in ActionReal outcomes from real deployments
These are not projections. Click any card for the full challenge, solution, and outcome, from a completed EDCS engagement.
Our AI delivery process
Every EDCS AI engagement, Functional or Technical, moves through the same five disciplined stages, whether we're deploying OccuSafe on week one or building a custom model from scratch.
Discover & Diagnose
We study your process, data, and business problem on-site, not a generic requirements form. Baselines get measured before anything gets built.
Design & Prototype
Domain and technical experts co-design the model approach, architecture, and integration points, then prove it on a working prototype.
Build & Integrate
We engineer the full pipeline, data, model, and infrastructure, and integrate it into your existing systems, including SAP S/4HANA, IBP, and ECC.
Deploy & Validate
Production rollout with real users, real cameras, real transactions, validated against the baselines set in stage one.
Monitor & Optimize
Models are retrained, dashboards are refined, and ROI is tracked continuously, full lifecycle ownership, not a one-time handover.
Six reasons enterprises trust us with AI transformation
Full AI Lifecycle Ownership
From data discovery and model development to deployment, monitoring, and continuous improvement, we own the end to end.
SAP + AI Integration
A rare ability to embed AI insights directly into SAP S/4HANA, IBP, and ECC landscapes, no data silos, seamless workflows.
Industry-Specific Models
Purpose-built AI for automotive, aerospace, petrochemical, and manufacturing, domain-tuned, not off-the-shelf generic models.
Proven, Measurable ROI
$15M in petrochemical yield gains, 800-SKU inventory intelligence, 5,000-machine predictive maintenance. Real, audited outcomes.
Research-Backed Expertise
40+ peer-reviewed AI publications and 2 patents. PhD-level research applied to real industrial problems at production scale.
Certified Quality Delivery
ISO 9001:2015 certified. 16+ years of enterprise IT experience. SAP Silver Partner. Oracle Partner. Fortune 500 trusted.
AI experience across 20+ industry verticals
Domain-specific pattern libraries mean we're rarely starting from zero, whatever your sector looks like.
Ready to build your AI roadmap?
EDCS combines 16+ years of enterprise IT expertise with production-grade AI engineering to deliver measurable, scalable outcomes, without adding CAPEX.