Enterprise-grade AI Solutions
Enterprises urgently need a composable AI framework capable of managing many different AI services. We are experienced in implementing ensemble and federated learning with MLOps and DataOps, alongside governance, privacy and lineage. Our experience with multiple enterprises operating in a range of verticals gives us a proven model for implementing with speed, agility and excellence.
How We Work
Predictive Analytics
We empower businesses to leverage their data for actionable insights. Our predictive analytics solutions use advanced machine learning algorithms to forecast trends, customer behavior, and market dynamics. By analyzing historical and real-time data, we help organizations make data-driven decisions, optimize operations, and stay ahead of the competition.
Natural Language Processing (NLP)
Our NLP solutions transform how enterprises interact with textual data. We offer cutting-edge tools for sentiment analysis, text classification, and information extraction. These capabilities enable businesses to automate document processing, enhance customer service with intelligent chatbots, and gain valuable insights from unstructured data sources like social media, customer feedback, and internal communications.
Computer Vision
We bring the power of sight to enterprise systems. Our computer vision solutions enable automated visual inspection in manufacturing, enhance security systems with facial recognition, and revolutionize retail with cashier-less checkout systems. By processing and analyzing visual data at scale, we help businesses improve quality control, increase safety, and create innovative customer experiences.
Robotic Process Automation (RPA)
Our RPA solutions streamline operations by automating repetitive tasks across various business functions. We design and implement intelligent software robots that can interact with digital systems just like humans, handling everything from data entry and invoice processing to complex workflows involving multiple applications. This allows enterprises to reduce errors, cut costs, and free up human resources for more strategic work.
Decision Support Systems
We provide AI-powered decision support systems that augment human intelligence in complex decision-making processes. Our solutions integrate data from multiple sources, apply advanced analytics and machine learning models, and present insights through intuitive dashboards. This enables executives and managers to make more informed decisions in areas such as supply chain optimization, risk management, and strategic planning.
Edge AI
Our edge AI solutions bring artificial intelligence capabilities directly to IoT devices and local systems. By processing data at the source, we enable real-time decision making, reduce latency, and enhance privacy and security. This is crucial for applications in autonomous vehicles, smart manufacturing, and remote monitoring systems where immediate responses are critical and sending data to the cloud is not always feasible or desirable.
Featured Client Stories
Boosting Population Health
The client pioneered workflow automation and system integration with community care providers to streamline care coordination and value-based payments.
Infrastructure Automation for Financial Services
A US-based global financial investment services firm successfully deploys a multi-cloud portal that provides a self-service infrastructure to development staff and business users.
Automating Daily Banking
Reconciliations
The client wanted to automate their daily banking reconciliation process where they match transactions in the company’s book (in ERP) along with bankers’ statements.
Client Story:
AI-based Oncology Scribing
The Client
The client, an oncology-focussed technology provider, implemented OCR-based image-to-digital scribing, with great success.
Key Challenges
System needed to:
- Interface with legacy file delivery mechanisms such as Fax;
- Communicate with file servers containing hand-written documents;
- Scribe the scanned documents and translate the text to digital formats;
- Create regression models for trained and untrained data
Our Solution
- OCR technology for the reading interfaces;
- Apache NiFi and Apache Kafka for the data ingestion;
- NLP-NLTK for the scribing element.
- The team set small achievable goals and hit MVP increments.
- The team delivered MVPs in a manner which were production-usable.
Key Results Achieved
- System now scribes hundreds of thousands of hand-written images and PDFs.
- Complex business intelligence, data mapping and matching algorithms in place.
- Regression models (trained and untrained) continue to improve the efficacy of the system.
- NLP-NLTK effectively uncovered the hand-written notes for analytics.