AI Solutions
Accelerating business clockspeeds powered by Sage IT’s AI Solutions SK
Navigating the AI landscape involves addressing pivotal questions –
- Is your problem suitable for an AI solution?
- What prerequisites should you fulfill before delving into the realm of artificial intelligence?
- How can you navigate the path to ensure success?
At Sage IT, we recognize the transformative power of AI in Accelerating business clockspeeds. By seamlessly integrating cutting-edge information technology with exceptional talent, we navigate these crucial questions, unlocking the true potential of AI for your business challenges. Let us guide you through the AI journey, where innovation meets expertise for unparalleled business acceleration.
Explainable AI Solution
In today’s fast-evolving business landscape, artificial intelligence (AI) has emerged as a pivotal force, driving decisions that wield substantial influence over individual rights, human safety, and the core operations of businesses. Yet, the inner workings of AI models often remain shrouded in mystery, prompting critical inquiries. How do these models arrive at their conclusions? What data fuels their insights? And perhaps most crucially, can we place our trust in the outcomes they deliver?
The pursuit of answers to these fundamental questions lies at the heart of the concept of “explainability.” While a growing number of organizations have initiated steps to gain insights into the reasoning behind AI model outputs, realizing the true potential of AI necessitates a comprehensive approach. As AI continues to gain prominence in driving decision-making processes, achieving transparency and comprehensibility becomes indispensable.
Fortune CEO Survey
50%
Per a recent Fortune CEO Survey, over 50% of the CEO’s expect Generative AI investments to drive operational improvements and growth and their organizations are evaluating / implementing Generative AI solutions
35%
In the same survey, nearly 35% of CEO’s expressed concerns on compliance, risk and security as the obstacles they’re encountering.
The benefits from AI – Predictive and Generative – solutions are reasonably well understood and appreciated, and while organizations are rushing to be “first movers” so they’re not competitively disadvantaged, the concerns around compliance and risk need to be addressed. Many organizations have experienced challenges in scaling their AI initiatives despite spending years and millions of dollars. Some of these challenges stem from
Sage IT’s Explainable AI solution helps organizations build AI models and interpret and explain the results with ease. The solution helps understand the results from the AI model and increase trust in the models, thereby improving the scalability and reducing the risks of regulatory penalties and reputational damage. The following components can be leveraged as a standalone AI solution or can be integrated with any current AI solution.
Data preparation and Rapid Model build
Explainability and Fairness
- Explain what the model is predicting and why
- Run simulations by tweaking variables
- Optimize the model output by understanding the key features impacting the results
Detect, classify and mitigate bias
- Understand “bias” heavy variables based on bias classifications
- Remove such variables and also teach the model how to treat such biases
Rapid Deployment
Security
The solution has been validated and implemented across various use cases in multiple industries.
SAGE IT – Stitching intelligent Solutions with a Digital Thread.
Sage IT powered Predictive Maintenance
It’s an industry established fact that PM can reduce downtime by close to 50% and hence a multifold increase in ROI. In addition PM can increase asset life, better safety record and higher productivity.
But the challenge industries face is how best to optimize the rest of the value cycle that goes with leveraging PM. That’s where the SAGE IT solution comes into play. The solution encompasses all the vital steps of identification, prediction, procurement, fixing and recording the outcomes for training data
The Sage IT solution is an elegant combination of AR/VR, AI, automation and Digital Twins: Inspection and Data Ingestion
Depending on the nature of inspection – Physical or digital Sage IT solution offers:
- AR/VR inspection
- Digital Twins based models
- Traditional data acquisition to gauge the health of a component, assembly or even a plant
Predictive AI: Powered by Predictedge various parameters like component fatigue, RUL are analysed yielding important output such as
- Breakdown Prediction
- Pre-emptive alerts
- Publish a predictive maintenance calendar
Automated Procurement and Supply chain monitoring
- Vendor comparison & selection based on price, performance, warranty, logistics and previous fulfilment record etc
- Automated procurement
- Shipmen tracking
Fix, update and monitor
- AR/VR / Digital Twin based fixes
- Safety and training automation
- Record, Learn and improve using ML models
User Based Insurance and Sage IT Solutions
With soaring Insurance premium – Projected to go up by at least 8% next year- UBI is seeing an increasing rate of acceptance and adoption rates in the recent years
Sage IT offers a well rounded suite of parameters that can collect, predict and provide customer specific discounts and premiums. The ability to analyze both the Driver behaviour as well as Vehicle dynamics from the telemetry data Sage IT solution offers an customer specific offerings increasing satisfaction for the customer and savings for the insurance companies
Sage IT solutions analyses covers
- Driver Behaviour
- Driver Fatigue and Distraction
- Pre and post incident records
- Trace, Track Geofencing if needed
- Vehicle Dynamics
Fleet Maintenance Using FleetEdge – powered by BYTEDGE ™
Fleet management is a $50B market with ever increasing pressure to reduce cost, increase driver safety, vehicle and route management and keep fuel costs down to just name a few
Sage ITs solution mixes the power of Digital Twinning with AI to increase accuracy, proactive decision making and faster predictions
The solution covers the following
- Telematics and Diagnostics
- Mapping Driver Behaviour and Safety
- Post trip analysis
- Predictive maintenance calendar
- Geo Fencing, Tracking and tracing
DesignEdge Solutions – powered by BYTEDGE ™
Design cycles in product development takes over 20% of the cycle time and is a difficult area to optimize as you have to be careful not to compromise the final product quality or fitness for function
Enter Sage IT solution that helps you cut your design cycle without cutting corners using Digital Twins and AI
How does Sage IT achieve this? By Twinning and AI for
- Simulations
- Stress strain and Fatigue calculations
- RUL prediction
- CAD calculations
- Material Optimization
