The most important problem enterprises face in relation to implementing AI is seamlessly integrating it throughout workflows. However AI itself presents an answer within the type of an orchestration layer embedded with AI brokers.

AI requires huge datasets, personalized fashions, and ongoing fine-tuning. Whereas its potential is broad, that makes it troublesome to pinpoint its sensible functions in particular industries. With out the experience or assets to experiment with and implement personalized initiatives, enterprises usually sputter getting initiatives off the bottom.

Price and accuracy issues additionally hinder adoption. Dependable massive language fashions (LLMs) with superior reasoning capabilities require intensive knowledge processing and large cloud storage, which considerably will increase price. In extremely specialised industries, LLMs are additionally liable to inaccurate or hallucinated outputs, which might result in compliance points.

To assist enterprises overcome these challenges and obtain optimistic enterprise outcomes, EXL launched EXLerate.AI, its agentic AI platform. By reimagining workflows and seamlessly integrating AI brokers into their enterprise operations, companies can speed up progress on the trail to better effectivity, enhanced buyer experiences, improved accuracy and elevated scalability, leading to a greater return on funding from AI.

What’s agentic AI?

Agentic AI is the usage of programs that act with extra autonomy and self-regulation than different types of synthetic intelligence. AI brokers course of inputs and refine and confirm outputs through the use of reasoning inference loops, LLM-as-a-critic, and chain-of-thought reasoning methods.

Agentic AI depends on domain-specific logic and real-time knowledge to validate its outputs and self-correct, which is especially helpful for regulated industries. By combining the flexibleness of generative AI programs and LLMs with the accuracy of standard programming, it helps scale back the compute and storage prices of mannequin re-training and post-processing.

EXL builds upon this basis with a multi-agent orchestration framework and deep {industry} experience. Its orchestrator goes past merely automating processes; it creates and manages them to make sure effectivity and compliance, from preliminary knowledge processing to last decision-making.

Advantages of EXL’s agentic AI

Not like most AI options, which carry out a single job, EXLerate.AI orchestrates a number of AI fashions alongside human experience and different AI-powered analytics. Key capabilities of EXLerate.AI embody:

• AI brokers and accelerators: The platform helps greater than 100 accelerators designed to boost automation and effectivity at pace and scale. EXLerate.AI additionally incorporates a rising library of domain-specific AI brokers that may dynamically work together with enterprise programs, streamlining processes, enhancing determination making and enhancing buyer experiences.
• Area-specific LLMs: EXLerate.AI consists of two new, proprietary LLMs for well being and finance. These specialised AI fashions are educated on domain-specific knowledge, constructing on the EXL Insurance coverage LLM that helps important claims and underwriting duties. With 25 years of area experience and proprietary, industry-specific labeled knowledge, EXL’s LLMs ship unmatched accuracy, effectivity, and compliance, outperforming generic fashions.
• Open structure platform: Constructing on EXL’s deep knowledge administration and domain-specific data, EXLerate.AI affords an open structure platform, guaranteeing shoppers have flexibility. The platform is totally suitable with current enterprise IT programs and is pre-integrated with know-how from {industry} leaders, together with, NVIDIA, Amazon Net Providers, Google, Microsoft, ServiceNow and Salesforce.

AI brokers in motion

EXLerate.AI consists of specialised AI brokers for particular use circumstances throughout a number of regulated industries. And its orchestration capabilities allow these brokers to work together with one another with minimal human involvement.

The platform demonstrates EXL’s continued innovation and funding within the improvement of recent AI options throughout key features in insurance coverage, healthcare, banking and capital markets, and different industries.

Find out how agentic AI might help your enterprise attain its objectives on the upcoming digital occasion, AI in Action: Driving the Shift to Scalable AI.