Fueling innovation through AI

Aimpoint Labs is the AI product development and experimentation arm of Aimpoint Digital.

We partner with forward thinking companies and university systems to research, develop, and deploy applications of traditional and generative artificial intelligence.

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Clear vision & intent

We established Aimpoint Labs to cultivate an environment that combines free thinking, intellectual curiosity, and openness with inter-organizational collaboration, experimentation, and rapid prototyping to create the next generation of artificial intelligence solutions and products for business applications.

Passionate about GenAI R&D

We are pushing the limits of what’s possible with LLMs and GenAI, seeking to understand why GenAI functions the way it does, studying the emergent properties of LLMs, and how we can improve the architecture of the models being trained.

We understand the market

Our team partners closely with innovative organizations and universities to understand the business value chain challenges and opportunities they are looking to exploit with AI, and co-create solutions and products that we can commercially bring to market.

Product development expertise

With our team’s background in hypothesis-based AI research and development, deep expertise in software engineering, and extensive experience in launching and scaling commercially viable digital products, we help organizations move faster with AI to establish competitive advantages.

CURRENT AREAS OF FOCUS

Pushing the boundaries of what’s possible with AI

Generative AI

We empower companies to leverage GenAI as a strategic tool for enhanced understanding and decision-making by summarizing, visualizing, and querying business data and model predictions.

Quantum Machine Learning

We are researching and prototyping novel ways to integrate machine learning into quantum computing to rapidly improve the ability to build and scale data science solutions.

AI Research

We are actively developing open-source packages to solve complex business use cases through partnerships with leading universities and organizations at the forefront of AI exploration.

AutoML

AI for AI is a rapidly growing area, and our team is actively investigating ways to leverage meta-machine learning to improve standard ML. Some of the areas we’re actively investigating include reinforcement-based AutoML hyperparameters, more efficient model factories, and integrations between reinforcement training and AutoML.

Research Papers

Advancing AI Through Research

Pioneering AI Advancement

Innovations in products, open source, and R&D

SearchGPT

SearchGPT is a production-ready RAG application for SoD (Search over Documents). This cutting-edge AI technology empowers you to query structured and unstructured data files efficiently, unleashing the power of LLMs (Language Learning Models) across various SoD use cases.

Experience It Here

lojipath

lojipath is a proprietary software-engineered autoML forecasting platform that delivers high-quality multi-variate forecasts for business personas through an intuitive user interface, automated model selection and covariate handling, and detailed explainability.

Experience It Here

SurfGPT

SurfGPT is the gateway to directly leveraging the unparalleled power of LLM functionality on a website. Powered by SearchGPT, the interface seamlessly integrates into websites to provide an effortless chat interface, enabling visitors to search and access website information efficiently.

A.I.R. (Artificial Intelligence Routing)

The Aimpoint Labs team is developing a revolutionary new platform that will bring the power of Reinforcement Learning to the manufacturing industry. By leveraging the power of Deep Q learning, A.I.R. live streams product routing recommendations to facility operators, allowing dramatically increased throughput operations.

PolarsAI

PolarsAI is a library converted from PandasAI to run with the Python Polars library. This conversion enhances the efficiency and functionality of data processing and offers a versatile tool for Python users.

Install It Here

apd-crs

apd-crs is a Python package for survival analysis with cure rate. I.e., time-to-event analysis using a dataset for which outcomes of a fraction of the dataset are unknown (censored) and for which some individuals never experience the event.

Install It Here

Customize your GPT LLM model

By collaborating with our team, you gain access to a comprehensive suite of tools and expertise to build unique GPT LLM models that meet your needs. From fine-tuning pre-trained models to prompt engineering techniques, we enable you to leverage the full potential of GPT LLM models to drive innovation and efficiency.

LLM Pre-Training

GPT LLM models can revolutionize business operations by allowing extremely detailed levels of explainability and “what-if” analyses. Organizations can gain an edge by taking advantage of the transformative insights possible with today’s AI and ML, and we’re here to make it possible.

Enhanced RLHF tuning & DPO

Train an LLM model using fine-tuning and RLHF algorithms. Reinforcement learning played a pivotal role in pushing GPT models over the edge, with PPO RLHF being optimized using several open-source packages to make this training accessible to a larger audience. Our team can build custom GPT models that truly understand your data and company.

Curate fine-tuned GPT models

Our experts can help you deploy hosted or on-prem models that ensure data integrity and security. We curate datasets appropriate for fine-tuning GPT (open-source or non-open-source models) to enable businesses to leverage the latest in AI technology.

Prompt engineering enablement

Using LLMs requires a certain formulation of input prompts to get the desired output. Although coding knowledge isn’t required to operate these models, users must understand how these models “think” to get maximum use, and our experts can help.

Building & implementing AI with industry-leading software

We partner with cutting-edge AI leaders to bring your solution to life.

Meet the team behind AI innovation

Aimpoint Labs brings together the best minds in software engineering, computer science, decision sciences, and cloud computing to create a talent base – not traditionally found in consulting – to focus on delivering tangible and pragmatic applications of AI.

AI knowledge center

Explore our insights into the latest trends and applications in Artificial Intelligence.

Content Type

White Papers

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Ready to take the next step in the AI journey? Connect with our team to explore what we can build together.

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