As data analytics and AI experts, we are excited to share the potential of Large Language Models (LLMs) and Generalized Artificial Intelligence (Gen AI) in building a private copilot for startups and small enterprises. This innovative tool can revolutionize the way teams work together, providing real-time information and support to colleagues and team members. In this blog post, we will explore the benefits and statistics behind leveraging LLMs and Gen AI to build a private copilot that can act as an internal wiki, assist in code debugging and deployment, and streamline project management.
Challenges in Project Management
Startups and small enterprises often face significant challenges in managing multiple projects simultaneously. With multiple teams working on different projects, it can be difficult to maintain consistency, share knowledge, and ensure efficient project delivery. The biggest hurdle lies in integrating and deploying projects, which can lead to delays and inefficiencies.
Large Language Models (LLMs) and Generalized Artificial Intelligence (Gen AI) have the potential to transform the way teams work together. By leveraging these advanced technologies, startups and small enterprises can build a private copilot that provides real-time information and support to colleagues and team members.
Internal Wiki:
According to a study by McKinsey, AI-powered tools can save companies up to 30% of their time by automating routine tasks and providing real-time insights.
Real-Time Code Debugging and Deployment:
A study by Gartner found that AI-powered tools can increase efficiency by up to 25% by automating repetitive tasks and providing real-time support.
Improved Collaboration:
A study by Harvard Business Review found that AI-powered tools can improve collaboration by up to 20% by providing real-time information and support to team members.
Time Savings:
A private copilot can serve as an internal wiki, providing access to past project documentation, best practices, and knowledge sharing among team members.
Increased Efficiency:
The copilot can assist in real-time code debugging and deployment, ensuring faster and more efficient project delivery.
Streamlined Project Management:
By providing real-time information and support, the copilot can streamline project management, reducing the need for manual documentation and increasing team collaboration.
To build a private copilot, startups and small enterprises can leverage LLMs and Gen AI to create a customized AI-powered tool that meets their specific needs. Here are the key steps:
Identify the specific needs and requirements of your organization, including the types of projects, team members, and tasks.
Choose an LLM or Gen AI Platform: Select a suitable LLM or Gen AI platform that aligns with your organization's needs and budget.
Integrate with Existing Tools: Integrate the private copilot with existing tools and systems, such as project management software and coding platforms.
Train and Fine-Tune: Train and fine-tune the AI model using your organization's data and specific requirements.
Deploy and Monitor: Deploy the private copilot and monitor its performance, making adjustments as needed to ensure optimal results.
We have built world’s first of its kind of private Copilot model which is a Product D&D (Design & Development) Swagger for internal consumption under Idea2MVP initiative. Using this tool, designers and developers are now to able to get real time help from master repository, as one source of truth, one source of fact. This swagger tool is build using Microsoft Copilot Power Platform Power Pages Technologies, and includes custom GPT for internal team to receive real time support. Over and above, WaysAhead Global has built 3 major Copilot modelled LLMs, each for delivery, technology and strategy.
For any project delivery, resourcing, timeline, dependencies, Sapna’s avatar comes into action. Amit’s avatar comes as a super savior for the tech team for any development or deployment related challenges. Team members interact with Rupam’s avatar at their own convenience, to have better understanding of the overall project, solution design, business strategy and business use case.
Now, we can interact directly with our management, at any point in time, for any project related issues or feedback. The best part is, Sapna, Amit and Rupam, are now omnipresent and they keep training their models for us to get the right resolution at real time.”, says Mandeep, who is leading the MERN Admin team at WaysAhead Global.
“However, this doesn’t mean that management is not available. Now management solely focus on business growth, and we connect with them in person, for trivial scenarios or to get quick insights.” added Ayush who heads the project co-ordination team at WaysAhead Global.
Rupam, Co-founder of WaysAhead Global feels private copilot, has changed the perspective of Product D&D team. We will keep updating our models and keep them up to date in terms of project knowledge and general intelligence.
To keep up the pace, every growth oriented enterprise should invest in their own private Copilots. This is the future, and the future in now.
Building a private copilot with LLMs and Gen AI can revolutionize the way startups and small enterprises work together. By providing real-time information and support, this innovative tool can streamline project management, improve collaboration, and increase efficiency. With the potential to save up to 30% of time and increase efficiency by up to 25%, the benefits of a private copilot are undeniable. Startups and small enterprises can unlock the full potential of their teams by leveraging LLMs and Gen AI to build a private copilot that meets their specific needs.
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Conclusion:
