Generative AI
Generative AI Delivers Innovative Solutions.
Generative AI Consulting to Drive Innovation Across Your Organization.
Machine Learning Company
Generative AI Services
Our Generative AI consulting services help you extract maximal value from your data.
At DataLeap, we unlock the transformative potential of Generative AI to drive creativity and innovation within your organization. Our team of experts specializes in developing sophisticated generative models that create bespoke content, automate design processes, and enhance user interactions. We focus on integrating cutting-edge generative techniques to develop solutions that cater to your specific needs—whether it's crafting unique marketing materials, personalizing customer experiences, or innovating new product features. From initial concept and model training to deployment and iterative improvements, we guide you through every stage of the generative AI journey.
How It Works
Generative AI Consulting Process
Successful consulting arises from decades of experience. Take a look at our tips for a successful Generative AI project.
Business Context
Any problem demands context from the business. A solution for one industry may not apply to another, nor is every business the same. Establishing a shared context helps get the project off to the right start.
Stakeholder Inclusion
More than just identification, we find projects are optimal when key stakeholders are included in the project. With “skin in the game”, stakeholders are far more likely to collaborate to produce a better overall solution.
Problem Definition
A key phase where business problems are defined and prioritized. It is worth spending time to get this right, as subsequent efforts could be ineffective and wasted.
Interviews
Data scientists and machine learning engineers are already experts in the work that they do, so interviewing them to learn what they do, how they work, and what the models they have produced do, is an important stage in the process.
Model Review
Reviewing ML models is sometimes the main task in an ML consulting project. Here we collaborate with you to evaluate your current models. We look at performance, toil, risk, and many other important factors.
Solution Review
Given knowledge of the problem and the processes and models involved, we’re now in a position to ask whether the problem is being solved. If not, we will isolate why not, and provide actionable insight into how to fix it.
Problem Solution
If necessary, we provide details as to what needs to happen to fix the issues you are having with this particular problem.
Strategic Solution
Commonly, we find larger, strategic-level issues that should be addressed for optimal ML usage. In this phase, we present these solutions back to key stakeholders. In many projects, we then move into an implementation phase. Other times we step back and perform another iteration to fix another problem. We will likely follow up with data science consulting to help investigate problems further or move into a machine learning development phase for implementation.
SERVICES
Generative AI Consulting Expertise
We're open, unbiased, and flexible enough to work with your stack.
Pre Trained Models
Utilize advanced models trained on extensive datasets for quick and effective deployment. Perfect for content generation and creative applications with minimal additional training.
Fine Tuning LLM's
Optimize models with parameter-efficient methods for faster, resource-efficient updates. Ideal for tailoring pre-trained models to specific tasks with minimal computational cost.
RAG
Boost LLMs with RAG to integrate external knowledge sources, ensuring accurate, up-to-date responses. RAG enhances model reliability and provides transparent information sources for improved trust and accuracy.
Benefits
Benefits of Our Generative AI consulting
Generative AI empowers your organization to innovate and create using advanced algorithms that generate content and solutions from your data.
Unlike traditional AI approaches, which may focus on predictive models and automation, generative AI leverages sophisticated techniques to produce original content, enhance user experiences, and drive new business opportunities.
If you’re exploring this page, you likely recognize the broad impact of AI technologies. Our generative AI services offer a specialized approach to leveraging these technologies for creativity and innovation. We understand that generative AI projects often involve complex, non-linear processes. Advances in this field can require a significant technical infrastructure. Depending on your current capabilities, you might need additional support. Fortunately, our expertise in integrating and deploying cutting-edge generative models ensures that we can address these needs effectively, providing tailored solutions that align with your strategic goals.