ARTIFICIAL INTELLIGENCE & MACHINE LEARNING


CUSTOMER INTELLIGENCE

We identify and prioritize likely up sell & cross sell opportunities and cancellation risks among your customers to optimize resource allocation and to boost bookings and revenue. 

  • Product Propensity Modeling
  • Next Best Offer & Next Best Activity
  • Churn Modeling
  • Uplift Modeling
  • Customer Lifetime Value

Marketing Analytics

Understanding and optimizing customer journeys is crucial for any multi-touchpoint organization. We help you boosting your marketing response rates by minimizing misdirected communications for smarter product offer decisions that greatly improve overall propensity to respond.

  • Customer Journey Analytics
  • Attribution Modelling
  • Conversion Efficiency
  • Campaign Optimization

FRAUD PREVENTION

We disclose and monitor complex behavioural patterns and suspicious associations among customers, accounts or other entities to decrease fraud and abuse, detect and prevent anomalous transactions, and help you respond proactively to mitigate loss.

  • Fraud Detection
  • Money Laundering
  • Intrusion Detection
  • Identity Theft

RISK ANALYTICS

We help you build better-informed lending decisions to mitigate risk and optimize opportunities. With complete transparency into the lifecycle of every model we provide the necessary information for regulatory compliance.

  • Scorecard Methodology
  • State-of-the-art Interpretability of Risk Decisions with Reason Codes
  • Display of Feature Dependencies
  • Machine Learning powered Real-time Applications

IOT & SENSOR DATA ANALYTICS

Analytics is essential to the success of IoT applications. They are arguably the main point of the IoT as they support the decision-making process in operations that are created in business transformation and digital business programs.

  • Storing, Blending & Managing of Event & Timeseries Data
  • Distributed Analytics
  • Digital Signal Processing
  • Multiple Machine Learning Algorithms
  • Integration with Operational Systems

TEXT ANALYTICS & NLP

We develop tailored AI-powered text analytics solutions to extract the meaning of all kind of unstructured content like emails, social conversation, articles, or documents.

  • Document Classification
  • Social Media Analysis
  • Customer Feedback & Sentiment
  • Optical Character Recognition (OCR)
  • Natural Language Processing (NLP)

Image & VIDEO RECOGNITION

Our algorithms automatically understand any image or video based on visual elements and patterns. We apply deep learning algorithms to image & video recognition, helping our customers better understand and manage their media.

  • Face Recognition
  • Image Search
  • Security & Anomaly Detection
  • Quality Assurance

NETWORK ANALYSIS

From social networks to transportation networks, networks are everywhere, and knowing how to analyze these structures will open up a new world of possibilities. We help our clients to analyze, visualize, and make sense of networks.

  • Fraud Detection
  • Crime Prevention
  • Logistics & Transportation
  • Social Network
  • Call Detail Records

SPEECH RECOGNITION

We offer advanced speech recognition services building upon advanced machine learning modelling techniques for speech perception and production. We deliver industry leading accuracy, with the fastest turnaround time, at the lowest price.

  • Speech/Voice to Text
  • Audio Segmentation and Partitioning
  • Speaker Identification
  • Language Recognition

BIG DATA INTEGRATION & ORCHESTRATION


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


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

With Artificial Intelligence as a Service (AIaaS) we offer automated and semi-automated cloud services that cover infrastructure issues such as data pre-processing, model training, model evaluation, and predictions. 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 Solution Support
  • Best Practice Security

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

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.