
Transforming Telco: AI in Telecommunications
Based on our previous work with telcos and our research, we have identified many impactful AI-led use cases.
We support fast growing SMBs and enterprises in the AI product development space to transition to the AWS cloud or improve current cloud practice with a strategic approach, helping them to accelerate innovation.
Whether your goal is to build the foundational elements of AWS for new applications or to transition, restructure, or redesign your current workloads to make use of cloud-native services, taking advantage of the AWS cloud presents unparalleled benefits.
Count on us to create tailored AWS migration plans aligned with your AI product development goals. Ensure security best practices, operational excellence, and long-term success, while driving innovation and a competitive edge for your business.
Through years of experience, we’ve tailored our cloud practice to meet the unique challenges of fast growing companies creating disruptive AI solutions, helping them migrate rapidly, seamlessly and cost effectively.
As an AWS Advanced Tier partner and thanks to our AWS certifications and accelerators, we support you to get to market in just 4 sprints with a proactive team of experts who count on years of experience under their belt.
We collaborate closely with your organization to provide support at every step of the migration journey, from strategic planning to the transition to the cloud environment.
We co-innovate to bring the best of our unique capabilities to your cloud migration, implementing solutions tailored to your project’s needs.
Security and Compliance Management
DevOps
Transformative Migration
Data Migration
We’ve put in the hours. Neurons Lab has already partnered with a host of innovation first companies to support their transition to the cloud.
Creative Practice Solutions
We collaborated with Creative Practice Solutions to implement a Cloud Native technology to automatically populate a medical note and select the relevant procedure and diagnosis code.
During the project, we created a complete serverless solution with a microservices architecture based on AWS managed services, implementing the following components:
In addition, Amazon API Gateway is secured with AWS WAF, which is a web application firewall that helps protect your web applications or APIs against common web exploits and bots that may affect availability.
Read the full use case here.
Posthumously
We partnered with Posthumously to create a platform for storing memories and generating a digital twin of a deceased loved one using cutting edge technology and the latest scientific research on the stages of grief. The solution consists of the following AWS components:
1. Mobile Application. A user-friendly interface for connecting with memories and passed loved ones built using AWS API Gateway and AWS Lambda for serverless computing, ensuring a responsive and scalable solution.
2. Memory Extraction System. An interactive introspection tool that recursively collects user memories to be stored. This component leverages AWS Lex for natural language understanding.
3. Memory Base Storage. A reliable, long-lasting, and secure storage infrastructure for the memories of all Posthumously users. AWS Kendra is utilized for its intelligent search capabilities, ensuring the privacy and accessibility of user data, as well as providing anonymized access for potential research purposes
4. Digital Avatar. A comprehensive subsystem that captures unique features of user appearances and reproduces them as digital avatars. This component incorporates custom ML models for avatar generation, AWS Polly for voice synthesis, AWS Transcribe for speech-to-text conversion, and other AWS services to create dynamic, talking 3D avatars that closely resemble the individual.
Read the full use case here.
We take a 3-step approach
Neurons Lab follows the AWS Migration Acceleration Program (MAP) which is a proven three-phased framework to help you achieve your migration goals.
Through MAP, you can build strong AWS cloud foundations, accelerate and reduce risk, and offset the initial cost of migrations. Leverage the performance, security, and reliability of the cloud.
1. Assess
Assess your organization’s current readiness for operating in the cloud. Most importantly, you want to identify the desired business outcomes and develop the business case for migration.
2. Mobilize
Create a migration plan and refine your business case. Address gaps in your organization’s readiness that were uncovered in the assess phase, with a focus on building your baseline environment (the “landing zone”), driving operational readiness, and developing cloud skills.
3. Migrate and Modernize
During the migrate and modernize phase, the migration plan is executed. Each application is designed, migrated, and validated taking into account learnings from previous phases.
Cost Effectiveness
Migrating to AWS can lead to substantial cost savings. Based on our previous migration projects, our clients have experienced a reduction in infrastructure and operational costs by up to 70%. This is achievable due to AWS’s flexible pricing models, efficient resource management, and the opportunity to optimize resources over time.
Increased Development Speed
By leveraging AWS services like AWS Lambda, ECS, and the suite of developer tools, we’ve seen that businesses can accelerate their feature development by up to 2x.
Accelerated Compliance
Using AWS, businesses can achieve vital compliance standards like PCI DSS, HIPAA, and GDPR up to 2x faster. AWS’s robust tools, combined with Neurons Lab’s expertise, streamline the compliance journey.
Launch faster
With the combination of AWS’s infrastructure and our expertise, businesses can often launch their MVPs 30% faster. This equates to delivering a viable product in just 4 sprints compared to the 6 sprints it might take using traditional methods.
Elevate Security, Minimize Risk
Establish essential security protocols, regulatory adherence, and supervisory frameworks through integrated AWS security utilities and functionalities, resulting in risk mitigation.
Neurons Lab delivers AI transformation services to guide enterprises into the new era of AI. Our approach covers the complete AI spectrum, combining leadership alignment with technology integration to deliver measurable outcomes.
As an AWS Advanced Partner and GenAI competency holder, we have successfully delivered tailored AI solutions to over 100 clients, including Fortune 500 companies and governmental organizations.
Based on our previous work with telcos and our research, we have identified many impactful AI-led use cases.
We explore advanced attack techniques against LLMs, then explain how to mitigate these risks using external AI guardrails and safety procedures.
We cover some of the most common potential types of attacks on LLMs, explaining how to mitigate the risks with security measures and safety-first principles.
The recently released SWARM framework offers a simple yet powerful solution for creating an agent orchestration layer. Here is a telco industry example.
Traditional chatbots don't work due to their factual inconsistency and basic conversational skills. Our co-founder and CTO Alex Honchar explains how we use AI agent architecture instead.