Building from Scratch vs. Fine-Tuning RAG: A Pragmatic Showdown in the Vertical The allure of training a custom AI agent from scratch for a specific domain is undeniable. It whispers promises of perfect alignment with your needs, a bespoke solution tailored to your unique data. But the reality, as with most things in AI, is…
IntroductionMistral 7B is a cutting-edge 7.3 billion parameter open-source language model that has showcased remarkable performance on various natural language processing tasks. In this article, we will explore how to harness the power of Mistral 7B by walking you through the process of accessing the model, running inference, quantizing it for efficient usage, fine-tuning it…
Scalable agile development approaches are now widely used in modern software engineering, enabling businesses to improve teamwork, productivity and product quality. Incorporating AI into scalable agile development methods (SADM) has emerged as a potential strategy to meet the ongoing demand for simplified procedures and the growing complexity of software projects. The MyCTO team explores the…
Process Reengineering. Business process reengineering through AI automation is a significant market trend. This method involves critical rethinking and radical redesign of business processes to achieve dramatic improvements in critical performance measures such as cost, quality, service and speed. Integrating AI into this reengineering process allows companies to reengineer processes to be more efficient and…
Learn How Intelligent Document Processing Can Revolutionize Your Workflow, Saving You Time, Effort, and Resources. Do you spend hours every day manually processing documents? Or are you finding that your work is at a standstill until your data processing team reviews the data extracted from OCR? If so, you’re not alone. Businesses, regardless of size,…
MyCTO utilizes Bayesian networks along with ML models to enable more impactful Data-Driven Management and Decision Making. Through MyCTO, the appropriate data platform and AI solution become significantly more accessible and practically beneficial for the business. Generative AI is prompting a discussion about AI preparedness, highlighting the need for a maturity assessment of automation and…
KREMEX worked with a multinational consumer packaged goods company (FARO) that wanted to redesign its revenue growth management (RGM) strategy, including creating solutions that could flexibly and accurately optimize revenue and profit. The result? Growth of 17% year-on-year, with success now being replicated in new markets around the world. Data-driven and analytics-enabled RGM is built on a solid foundation of…
When choosing a data science use case, it is important to identify the potential business value (i.e. who will the project benefit, how will it change current processes and habits), the level of effort required, and the likelihood of success (how much risk is involved) . Regardless of industry, an organization’s finance office is often…
MyCTO aims to establish itself as a major player in the AI-accelerated CTO services space, standing the test of time through successive waves of new technologies. No matter what the underlying technology, MyCTO remains the central orchestration layer. The MyCTO Promise. From the beginning, MyCTO has prioritized: Generative AI readiness. When it comes to preparing…
MyCTO Advisor: a sophisticated self-learning module used for advanced hardware and software troubleshooting A knowledge model for advanced hardware and software troubleshooting is valuable for several reasons: In addition to these benefits, a knowledge model for advanced hardware and software troubleshooting can also: Overall, a knowledge model for advanced hardware and software troubleshooting is a valuable…