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  • Services
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  1. Services

AI.SERVICES

We turn Artificial Intelligence into Applied Intelligence.

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ARTIFICIAL INTELLIGENCE & MACHINE LEARNING SERVICES

AI STRATEGY

Elevate your business with our AI Strategy services, meticulously crafted for success. We conduct a thorough analysis of your organizational landscape, identifying key opportunities for AI integration.

  • Tailored analysis of your organizational landscape
  • Strategic identification of AI integration opportunities
  • Development of a bespoke roadmap for effective implementation
  • Seamless execution to enhance operational efficiency
  • Positioning your business at the forefront of innovation

GENERATIVE AI

Unlock the full potential of Generative AI with our comprehensive consulting services, designed to optimize operations and enhance your product and service offerings.

  • Strategic guidance on choosing between commercial LLMs and self-hosted alternatives
  • Seamless integration of enterprise data into LLMs for enhanced insights
  • Retrieval Augmented Generation (RAG) for seamless enterprise data integration
  • Transfer Learning Services to leverage existing models and enhance performance
  • Tailored Prompt Engineering to maximize the effectiveness of your AI solutions

AI MODEL BUILDING & TRAINING

Empower your organization with our AI Model Building & Training services, tailored to unleash the full potential of your data.

  • Customized model architecture design to meet your specific needs
  • Expert data preprocessing and feature engineering for optimal model performance
  • Rigorous training and validation processes ensuring robustness and reliability
  • Fine-tuning and optimization to maximize accuracy and efficiency
  • Ongoing support and maintenance to keep your AI models performing at their best

AI DEPLOYMENT & OPERATIONS

Transform your AI vision into reality with our AI Deployment & Operations services, centering on cutting-edge MLOps practices for efficient and sustainable AI implementation.

  • MLOps-driven deployment planning, ensuring seamless integration into existing workflows
  • Continuous monitoring, automated testing, and model versioning for peak operational performance
  • Scalability solutions using MLOps methodologies to adapt to dynamic business requirements
  • End-to-end operations management, incorporating DevOps principles for reliability and longevity
  • Proactive troubleshooting, anomaly detection, and support to maintain peak MLOps efficiency

EXPLAINABLE AI (XAI)

Demystify the power of AI with our Explainable AI (XAI) services, designed to enhance transparency and interpretability in your AI systems.

  • Implementation of XAI techniques for clear and understandable model outputs
  • Customized strategies to elucidate complex AI decision-making processes
  • Expert guidance on seamlessly integrating SHAP, LIME, and Reason Codes into your existing AI infrastructure
  • User-friendly visualization tools to communicate model insights effectively
  • Expert guidance on incorporating XAI into your existing AI infrastructure
  • Empower your stakeholders with comprehensible and trustworthy AI solutions

AI GOVERNANCE

Ensure ethical and responsible AI practices with our AI Governance services, providing a robust framework for overseeing, managing, and optimizing your AI initiatives.

  • Development of comprehensive AI governance policies aligned with ethical standards
  • Regular audits and compliance checks to ensure adherence to regulatory guidelines
  • Transparent and accountable decision-making processes for AI system behavior
  • Continuous monitoring and risk assessment to address evolving ethical considerations
  • Proactive training and education programs to instill responsible AI practices across your organization

INTELLIGENT AUTOMATION

Transform your operations with our Intelligent Automation services, converging RPA (Robotic Process Automation) and AI for a synergistic approach to seamless, efficient, and transformative business processes.

  • Strategic integration of AI-driven automation and RPA for optimized workflows
  • Customized solutions blending RPA capabilities with AI for enhanced process efficiency
  • Intelligent decision-making algorithms powering dynamic and adaptive automation
  • Continuous monitoring and refinement ensuring the peak performance of AI-powered RPA
  • Tailored training programs for empowering your team in the era of Intelligent Automation and RPA synergy

EMBEDDED AI

Enhance your products with Embedded AI, seamlessly integrating cutting-edge artificial intelligence. Our services cover strategic AI incorporation on edge devices, microcontrollers, and beyond. We ensure continuous innovation through AI model management, keeping your embedded AI consistently up to date for optimal performance.

  • Strategic incorporation of AI into your product's core architecture
  • Tailored solutions for embedding intelligence into devices, software, and processes
  • Continuous innovation via AI model management, ensuring up-to-date embedded AI
  • Rigorous testing and optimization for seamless integration and peak performance
  • Expert guidance on maximizing Embedded AI impact across diverse platforms

LABELING & AUGMENTATION

Optimize your AI training data with our Labeling & Augmentation services, ensuring high-quality training datasets for robust machine learning models.

  • Precision labeling strategies ensuring accuracy and reliability
  • Customized data augmentation techniques for enhanced model generalization
  • Expert guidance on efficient data labeling workflows and best practices
  • Continuous quality assurance measures to uphold dataset accuracy
  • Tailored solutions for maximizing AI model training efficiency
  • Scalable labeling processes for handling diverse and evolving datasets
  • Collaborative feedback loops to refine and optimize labeling strategies

BIG DATA INTEGRATION & ORCHESTRATION SERVICES

ARCHITECTURE & DESIGN

Our solution offering is designed for today’s requirements in big data, analytics, machine learning, real-time operation, high-performance, and cost control. From defining the strategy, to deploying and monitoring it, we’ll help you assess your needs, design your architecture, and build, deploy, and manage your solution - ensuring you get more from your data.

  • Architectural Design
  • Platform Engineering
  • Capacity Planning
  • Data Architecture
  • Scalability
  • Migration

DATA BLENDING

With over two decades of experience and deep domain expertise in data and information integration, we blend and transform any data source into a 360 degree view of your business - for any type of data (structured or unstructured) from virtually any origin - internal or external.

  • Trusted up-to-date information
  • Consolidated Organisational Views
  • Proven Accuracy of your Information
  • Instant trending and analysis
  • Low total deployment costs
  • Data Quality & Metadata Management

AUTOMATION

We allow our customers to focus on their core strengths by providing scalable, flexible, and automated services. By automating the creation and operation of big data workflows from source to consumption - both on premise and in the cloud - we help our customers successfully implement to production in days or weeks. 

  • Software Installations & Releases
  • Data Lake Creation & Management
  • Data Ingestion
  • Automated Workflows for BI & AI
  • Complex Event Processing
  • Online Machine Learning


PROCESS MINING SERVICES

Event Log IntegratioN

To perform process mining, accurate and complete event logs are mission critical, regardless of whether classic event logs or object-centric event logs are in use. Our event log integration services blend any process-relevant data source into one harmonized event log format from systems like

  • ERP & MES
  • IoT, Machine & Process Data (PLC)
  • Supply Chain Management
  • CRM
  • Customer Journey Transactions (e.g. Web Tracking)
  • Ecommerce

PROCESS DISCOVERY

We deliver deep insights into how your processes run, uncover root causes of problems, and build useful outputs for the rest of your organization.

  • Dashboard-Overview & deep insights into the process 
  • Identification of bottlenecks and points of inefficiency 
  • AI-powered Root Cause Analysis
  • Training of optimal Process Model for online Process Conformance Monitoring
  • Development of reengineering steps for process optimizations

PROCESS CONFORMANCE & AUDITING

We provide powerful tools to comprehensively and thoroughly monitor & audit process chains, while also controlling the outcomes - both in online & offline mode. Based on our real-time Event Log Integration Services we guarantee an accurate and always up-to-date data source to

  • Detect Process Anomalies
  • Predict future events & completion times
  • Recommend the next process activity based on historic information

AI CLOUD SERVICES

AZURE CLOUD

We offer consulting, systems integration and digital services across the Azure AI portfolio, like Azure OpenAI Service, Azure Machine Learning, and Microsoft Fabric.

AWS Cloud

We offer consulting, systems integration and digital services across the AWS Machine Learning & AI portfolio, like AWS Analytics, AWS Machine Learning, and AWS IoT.

Google Cloud PLATFORM

We offer consulting, systems integration and digital services across the Google Cloud Machine Learning & AI portfolio, like Compute Engine, Kubernetes Engine, and Vertex AI.


GDPR COMPLIANCE SERVICES

ASSESSMENT OF READINESS

AI.Associates offers a 4-week sprint to assess readiness against the GDPR requirements and defines a remediation programme in line with risk appetite. Our gap assessment framework takes into consideration not only the GDPR requirements but also other privacy best practices.

GDPR Implementation

Our consultants can help you take full advantage of the inevitable opportunity of GDPR. Whatever stage of the journey you’re at, we can implement best practice solutions to help you meet GDPR compliance and use data more strategically to benefit your organisation.

GDPR COMPLIANT ANALYTICS

The GDPR changes the way organisations will perform data analytics on customer data in the future. We guide the way for GDPR compliant Data Collection, Data Storage, Data Processing, Data Anonymisation, Data Analytics & Model Training, and Model Deployments.


MORE FANCY AI.SERVICES

AI AS A SERVICE

In cooperation with our partners AltaSigma and DATATRONiQ we provide superior Artificial Intelligence as a Service (AIaaS) components ranging from data management, model training & evaluation, model deployment, AutoML, MLOps, and Generative AI. Prediction or classification results can be seamlessly bridged with your internal IT infrastructure through REST APIs.

  • Cutting Edge Technology Stack
  • Rapid Automated Deployment
  • Vertical Industry Solutions
  • Market Leading Data Security and Data Sovereignty

AI ALGORITHM DEVELOPMENT

We bring together our knowledge and that of others to find optimal algorithm-based solutions. With decades of experience in statistics, machine learning, coding and computer science we help organisations find and implement cutting edge computation solutions.

  • Performance Improvements
  • Reliance & Accuracy
  • X-Kernel Development Services
  • Access to most recent research in collaboration with leading Universities

AI TRaining services

We provide a comprehensive selection of best of breed big data & machine learning courses. You learn to use advanced methodologies to uncover underlying themes or patterns in large data sets, automatically group data into topical clusters, classify data into predefined categories, and integrate structured data with other data formats to enrich predictive modelling endeavours.

Training Courses

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