Origin of

At N2N, our journey began with the ambition to “Connect Anything to Anything.” Over time, we adapted our mission to “Connect Anything to Something”, collaborating with partners to develop customer-facing applications. This approach fueled our growth, but we found ourselves entangled in the intricacies of partner applications and our customers’ internal needs.

Today, N2N is more convinced than ever that AI is the key to realizing our original vision. N2N’s APIs, now supercharged by AI’s API-centric technology, are poised to revolutionize campus technology infrastructures. Imagine students effortlessly searching for resources, registering for classes, and paying bills through a simple search and chatbot interface, much like the ones we have grown accustomed to in 2023.

With LightleapAI ™, by synergizing our APIs, integrations, and applications with AI, we are not just enhancing higher education - we are redefining it. This transformation demands immense dedication, unwavering commitment, and extraordinary resilience. The payoff is monumental: a world where everything is interconnected, offering actionable, secure, and intelligent information tailored to each student’s success and happiness

The Lightleap Team

  • Kiran Kodithala

    Founder & CEO

    Committed to transforming higher education by enabling data integration and technology innovations

    LinkedIn

  • Chad Strunk

    Sr. Vice President of Operations

    Leveraging product capability to create solutions and expanding product capabilities to address unmet needs

    Linkedin

  • Rishitha Nimmagadda

    Director of Product Management

    Oversees the development, execution, and strategy of LightleapAI ™

    LinkedIn

  • Tim Savage

    Enterprise Architect

    Enterprise Architect specializing in designing LightleapAI ™ infrastructure aligns technology with business strategy and drives innovation across the organization

    LinkedIn

  • Rohan Polakam

    Solutions Engineer

    Provides demonstrations of LightleapAI ™ and handles all marketing efforts to help institutions leverage LightleapAI ™

    LinkedIn

  • John T. Braswell IV

    Sales Manager

    Drives sales strategies, leads the sales team, and builds key relationships in the higher education sector while collaborating on campaigns and representing N2N at industry events

    LinkedIn

About N2N Services

N2N’s vision is to enable secure and holistic cloud integration so that organizations of all sizes can seamlessly connect cloud applications with their enterprise applications and data stores. N2N’s flagship product, Illuminate is an iPaaS enabling turnkey SaaS-to-SaaS and SaaS-to-on-premise application and data integration. Illuminate’s intuitive approach enables customers to create, manage, secure, and monetize APIs, and build bridges between two APIs without any need for programming and additional infrastructure.

N2N believes that secure and turnkey application and data Integration, powered by APIs (Application Programming Interfaces) is critical to the success of any enterprise competing in today’s digital economy. Enterprises, irrespective of their size and business models, need APIs for integration with cloud, mobile, and social applications, wearable devices (”Things” in IoT), and partner and customer portals. Modern, digital enterprises are now exploiting APIs to support real-time process automation, workflows, artificial intelligence (AI), and business intelligence (BI) & analytics.

Even though APIs are critical for achieving success in today’s digital economy, many enterprises have struggled with the creation, management, and security of APIs. In this context, enterprises frequently spend millions of dollars on middleware, architecture teams, and disparate technologies without realizing any significant success. Small- and Medium-sized Businesses (SMBs) have more IT spending and resource constraints and often struggle to meet the unrelenting need for integration for composing digital business processes and a seamless transition to cloud services.

N2N is committed to enabling enterprises of all sizes to participate, benefit from, and compete in today’s digital economy enabled by APIs. N2N’s iPaaS, Illuminate enables enterprises to achieve success with migration to cloud services and fosters implementation of cloud and API-first strategies.

N2N’s flagship product, Illuminate, features a turnkey enterprise cloud integration gateway. Illuminate includes modules to build, secure, share, and monetize APIs completely from Illuminate’s innovative iPaaS platform. Illuminate is one of the few integration platforms available in the market that can be used by business users and does not require complex or expensive software, or highly-skilled technical resources.

FAQ’s

  • Yes, like other AI models, Lightleap.ai's interactive chatbot might occasionally produce outputs that are "hallucinations." Hallucinations in AI refer to responses that sound plausible but are factually incorrect or fabricated. They can arise due to limitations in the training data, model architecture, or the way prompts are framed. To manage these risks, Lightleap.ai can implement several best practices:

    1. Continuous Monitoring and Fine-Tuning: Regularly retraining the model on updated, reliable datasets helps reduce hallucinations.

    2. User Feedback Mechanisms: Allowing users to report inaccuracies enables developers to spot patterns and correct them.

    3. Fact-Checking Layers: Adding secondary layers for fact-checking, especially for critical outputs, can increase response accuracy.

    These steps can minimize hallucinations, improving user trust and the model's reliability.

  • The accuracy of predictions in LightLeap.ai depends heavily on the quality of input data, the robustness of the model, and the specific context it’s being applied in, like fraud detection or customer interactions. Here are some factors that generally influence prediction accuracy in AI systems:

    Data Quality and Diversity: Models trained on large, diverse, and relevant datasets usually generate more accurate predictions. If LightLeap.ai’s data includes well-rounded, representative samples, accuracy tends to be higher.

    Model Fine-Tuning and Calibration: Regularly fine-tuning and calibrating the model, especially with recent data, helps it stay accurate and relevant. This is particularly crucial if the product handles dynamic fields like fraud detection, where tactics evolve quickly.

    Specificity of the Use Case: Predictive accuracy varies by use case. For instance, in fraud detection, patterns of fraudulent behavior are often well-defined, making accurate predictions more achievable compared to more open-ended tasks like general customer support.

    Feedback Loops and Continuous Learning: Incorporating user feedback and performance data as feedback into the model enables continuous learning, which keeps accuracy high over time.

  • LightLeap.ai's internal prediction algorithms and datasets are typically not public, as these components often contain proprietary methods, confidential data, and sensitive information. Sharing them publicly can raise privacy, intellectual property, and security concerns, especially in applications like fraud detection, where exposing data or methodology might allow bad actors to exploit the system.