Cognitive Services
Enterprise AI. Deploy it where your data lives.
A hybrid AI platform that combines open-source intelligence with cloud-scale capabilities. Bring automation, understanding, and predictive insights to every document, workflow, and data stream across your organization.
The Platform
Intelligence woven into every layer of the platform
Cognitive Services is the intelligence layer that enhances documents, workflows, data, and applications across the entire platform. Built on a hybrid AI architecture with open, scalable foundations, it lets you run AI models on-premise for sensitive data, leverage open-source models for flexibility, and connect to cloud AI providers for scale. Intelligence goes where your data already lives.
Hybrid AI
on-prem, cloud, or both
Multi-model
right model for each task
Real-time
inline AI processing
Platform-wide
enhances every layer
Capabilities
AI that understands your content and acts on it
Document Understanding & Extraction
AI reads, interprets, and extracts structured data from contracts, invoices, forms, and unstructured documents automatically.
AI-Powered Classification
Automatically categorize, tag, and route content based on type, subject, language, and business context without manual effort.
Semantic Search
Find information by meaning, not just keywords. Natural language queries surface relevant results across documents, data, and records.
Data Enrichment
Enhance records with AI-generated metadata, entity extraction, sentiment analysis, and contextual tagging as data flows through the platform.
AI-Driven Workflow Automation
Embed intelligent decision-making into automated workflows for routing, approvals, escalations, and exception handling.
Predictive Insights
Surface trends, anomalies, and forecasts from operational data to support proactive decision-making across the organization.
Multi-Model Support
Deploy the right model for each task. Combine on-premise, open-source, and cloud AI models within a single, unified intelligence layer.
The Architecture
Hybrid AI. Your models, your data, your rules.
The platform supports three deployment modes for AI: on-premise models for sensitive data and full sovereignty, open-source models for flexibility and transparency, and cloud AI providers for scale and advanced capabilities. All three integrate seamlessly with the platform stack.
On-Premise AI Deployment
Run AI models on your own infrastructure for sensitive data, regulatory compliance, and full data sovereignty. Your data never leaves your environment.
Open-Source AI Models
Leverage proven open-source models for classification, extraction, and natural language processing with full transparency, flexibility, and no licensing constraints.
Cloud AI Providers
Integrate with leading cloud AI services for tasks that benefit from scale, advanced capabilities, and continuously improving foundation models.
Content & Document Intelligence
Connected to OpenKM. AI processes, classifies, and enriches documents and records directly within the content management layer.
AI-Powered Pipelines & Workflows
Connected to Apache NiFi and n8n. Feed data through AI models within processing pipelines and embed intelligent logic into automated workflows.
Insights & Monitoring
Connected to Grafana. Visualize AI model performance, prediction accuracy, processing throughput, and business impact in real-time dashboards.
Why This Approach
AI on your terms. Intelligence without compromise.
Choose where your AI runs, which models you use, and how intelligence enhances your operations. No black boxes, no forced dependencies, no vendor lock-in.
Intelligent Automation
Move beyond rule-based workflows. AI handles the judgment calls, exceptions, and pattern recognition that previously required human intervention.
Data Stays Where You Need It
On-premise deployment options ensure sensitive data is processed locally, meeting compliance requirements without sacrificing AI capabilities.
No Vendor Lock-In
Mix and match on-premise, open-source, and cloud AI models. Switch providers, update models, or add new capabilities without rebuilding your stack.
Scales With Your Ambition
Start with a single use case and expand across the organization. The hybrid architecture handles growing data volumes and increasing model complexity.
Use Case
Cognitive Services Across Multiple Projects
Ever East Med has successfully deployed advanced cognitive services across multiple projects, enabling organizations to transform unstructured data into actionable intelligence and automate complex processes. Through a combination of recognition and face analysis capabilities, clients enhanced identity verification and security operations, while speech processing enabled transcription, speaker identification, and voice-driven interactions. Object detection and ANPR solutions were leveraged for real-time monitoring and vehicle tracking, complemented by biometric identification through AFIS.
Intelligent autoclassification, entity extraction, and text labeling streamlined document processing, allowing organizations to automatically categorize content, extract critical information, and ensure data consistency. Sentiment analysis and summarization empowered stakeholders to quickly understand large volumes of textual data, while smart assistants and chatbots improved customer engagement by delivering instant, contextual responses. Together, these capabilities formed an integrated cognitive layer that enhanced operational efficiency, decision-making, and user experience across diverse sectors.
Who It's For
Built for organizations ready to put AI to work
Document Processing & Classification
Automatically extract data from invoices, contracts, and forms, classify them by type and priority, and route them into the right workflows.
Compliance & Risk Analysis
Scan documents and data streams for regulatory triggers, policy violations, and risk indicators with AI models trained on your compliance requirements.
Knowledge Discovery
Surface hidden insights, relationships, and patterns across your organization's documents, records, and operational data using semantic analysis.
Operational Automation
Embed AI into daily operations for intelligent routing, predictive maintenance, anomaly detection, and automated decision support across systems.
Ready to make your platform intelligent?
See how hybrid AI can transform your documents, automate your workflows, and surface the insights your organization needs to move faster and decide smarter.