We put AI exactly where the manual load is heaviest
We put AI where the manual load is heaviest: document processing, back-office operations, the data flow between office and shop floor — and only then production monitoring and optimisation. Each step has a narrow scope and measurable criteria.
Two capability tracks, one team accountable end to end
ECTech delivers end to end: site survey, data integration, AI model development and post-handover operation. The client works with a single point of contact across the whole project lifecycle.
Field Delivery & Integration
Building industrial IoT ecosystems and process automation for factories and logistics: field sensors, data acquisition, a central platform and operational applications — integrating with existing systems without requiring infrastructure replacement.
- Document assistant for import-export paperwork and back-office operations
- Data connectivity between office and production functions
- Equipment, energy and line performance monitoring
- Phased deployment without halting production
AI Models & Data
An AI engineering team with over a decade of taking models into genuine production rather than stopping at prototypes. Process and information security certified to ISO 9001 and ISO 27001.
- Computer vision running in production across multiple platforms
- Large-scale document data extraction and optical character recognition
- Anomaly detection on real-time sensor data
- Time-series forecasting and geospatial analysis
End to end — from strategy to models running in production
Most AI projects fail not at model building but at putting the model into operation and keeping it stable. Our capability covers all five stages.
AI Consulting
Advising on embedding AI into existing systems, and building an AI strategy aligned to business goals rather than to technology trends.
AI Development
Building machine learning models for image recognition, natural language processing and prediction; developing AI-powered applications around each client’s needs.
AI Maintenance
Upgrading features as the market shifts, resolving model performance issues, and improving solutions to meet new requirements.
Migration & Integration
Moving legacy systems onto modern, AI-enabled platforms; standardising and migrating data ready for advanced analytics.
AI Management
Real-time performance monitoring, risk management and incident handling, plus backup and governance of training data.
Engineering certifications
The certifications above are held by engineers in our team. All names and marks belong to their respective certifying organisations.
Technology stack
Technologies genuinely in use across delivered systems — not a display list.
9AI systems taken into live operation
Each project follows the same structure: the real problem, the approach, the technologies, the value delivered — and, most relevant for manufacturers, the concrete ways it applies to your own plant.
eKYC
Banking & FinanceAn electronic identity platform that automates customer identity verification by extracting data from personal documents — national ID cards, chip-based ID cards and passports. It serves banks, financial institutions and digital payment services where accuracy and security must hold at scale.
This is precisely the core capability behind factory document processing: reading invoices, packing lists, customs declarations and quality records. The same techniques — extracting data from document images, cross-checking and controlling error — applied to a different document type.
Reads invoices, packing lists, bills of lading and certificates of origin, fills the data into your system and cross-checks documents against each other to catch quantity or description mismatches before the file moves on.
Extracts measured results from inspection sheets and certificates of analysis into a database instead of manual keying — records become searchable by lot when a customer asks.
Staff photograph the slip on a phone, the system reads it and pushes it straight into the management software — no re-keying at the office at end of shift.
Matches actual material quantities on documents against declared consumption norms, flagging the gap early rather than at the reconciliation period.
Where our solutions create measurable value today
Manufacturing & Industrial
Predictive maintenance, production automation and improved operational efficiency.
Banking & Finance
Risk management, credit assessment, electronic identity verification and fraud detection.
Energy & Utilities
Output forecasting, remote equipment monitoring and consumption optimisation.
Retail & Consumer
Customer behaviour analytics, demand forecasting and supply-chain optimisation.
Healthcare
Medical imaging analysis, disease prediction and treatment decision support.
Smart City & Industrial Parks
Environmental monitoring, waste management and digital infrastructure for industrial parks.
Five steps — and the first one is not selling technology
01Discovery & problem framing
Working on site, identifying the real bottleneck and measuring the current state before any technology discussion.
02Business analysis & design
Modelling the process, mapping available data and designing a solution that fits the systems already running.
03Narrow-scope pilot
Deploying on one process or one line, with acceptance criteria agreed before work starts.
04Integration & handover
Connecting to existing systems, training users and handing over complete operating documentation.
05Operation & continuous improvement
Monitoring model performance, updating with new data and expanding once value is proven.
Operating principles
Start small, measure everything
We do not propose wholesale transformation up front. Each step has a narrow scope and acceptance criteria agreed before work begins.
No replacement of core systems
Our solutions sit on top of what already runs. ERP, MES and group systems keep their role as the systems of record.
Humans stay in control
AI detects, ranks and proposes. People confirm at the decisive steps, especially for records carrying legal weight.
Your data stays yours
On-premise deployment where required. Data and models trained on client data belong to the client and are never used elsewhere.
All it takes is 90 minutes on site with your team
We observe your operating processes as they actually run, pinpoint the bottlenecks consuming the most manpower, and measure the current state.
A detailed assessment with a proposed pilot approach and clearly defined measurement criteria (KPI/ROI).
We respect your time and your results. If we judge that this is not the right moment to proceed, we will tell you so plainly.