Welcome to Foundation Flow

Build Highly Secure, Efficient & Reliable FMs for your Enterprise

Power your business with Closed, OpenSource or your own proprietary LLMs to leverage GenerativeAI capabilities today!

About Us

Everything AI, Streamlined with FMOps

FoundationFlow is a comprehensive software and orchestration platform for enterprise generative ai applications. We abstract the complexity for a semi technical user without compromising on technical features for an advanced user to manage an end to end pipeline of foundational model training, fine tuning and enterprise focused use case agent creation. With on-prem, hybrid and cloud native options, we ensure compliance with the enterprise’s data laws ensuring full data security and privacy.

Partners

OUR OFFERINGS

Power Up Using State-of-art-features

Boost your FMOps journey with our state-of-the-art features, trusted by industry leaders in High-Performance Computing and global brands.

01.

Multi-Modal Generative & Foundational Model zoo

Our platform offers a unique blend of traditional Language Learning Models (LLMs), Multi-Modal LLMs, and cutting-edge Diffusion and GAN-based models. This combination ensures that you have the best tools at your disposal, making your AI journey seamless and impactful

02.

Data Management

Explore our vast repository, the largest collection of curated public datasets tailored for QA, Reasoning, Tool usage, and more. But that’s just the beginning. Our platform goes the extra mile with advanced data pre-processing techniques. From Toxicity Analysis and Deduplication to Enrichment, Tokenisation, and Templating, we ensure your data is primed and ready, setting the gold standard for AI-driven insights and solutions.

 

03.

Training & Fine-Tuning

Our platform is designed for those who seek the best in AI training. From the foundational stages of Pre-Training to the advanced techniques of RLHF, we leverage the prowess of optimization giants like DeepSpeed and Colossal AI. We’ve fine-tuned our training processes against key metrics – Data (DEFT), Compute (PEFT), Memory (PEFT), and Bandwidth. And to top it off, our Experiment Tracking and Evaluation tools provide clarity and insights, ensuring your AI projects achieve their fullest potential.

04.

Evaluation

Navigate the AI landscape with confidence using our specialized evaluation benchmarks for tasks like Reasoning, FID, and QA. Safeguard your models against biases with our in-depth Toxicity Analysis. And when it comes to visual content, our Image Aesthetic score offers a unique perspective on image quality, ensuring your visuals always make an impact.

05.

Compliance & Privacy management

Navigate the AI realm with our state-of-the-art Model Editing capabilities. Prioritize data security and user trust with our Personal Data Detection & Removal tool. Uphold content quality standards with our Inappropriate Content Flagging & Removal feature. Boost model alignment with our RLHF-based techniques, and achieve unparalleled precision with our Custom Critics, ensuring your AI is always at its best.

 

06.

Prompt Engineering

Unlock the full potential of AI with our Retrieval Augmentation feature, seamlessly connecting to browsers, the Internet, Vector DB, and various databases. Streamline your AI tasks with our Prompt Templating system, and ensure optimal results with our innovative Prompt Template-based Routing, designed for precision and efficiency.

 
 

07.

Inference

Harness the power of advanced AI with our Model Pruning and Model Quantisation capabilities. Our platform is designed to support the Distillation process, and with innovative Custom Attention Mechanisms such as PagedAttention & FlashAttention, throughput is significantly enhanced. Experience the flexibility of our horizontally scalable model serving, and achieve optimal results with our Batch Inference feature, optimized for both high and low batch scenarios with tiled kernel delivery. Integration is a breeze with support for DeepSpeed MII, FastChat, and BentoML.

 

08.

Agent Development

Experience the ease of AI development with our Drag & Drop Agent development feature, designed for both novices and experts. Deploying your AI agent is just a click away with our One-Click Agent Deployment. Plus, our platform offers seamless support to external tools, memory, models, and 3rd party APIs, ensuring you have all the resources you need for a comprehensive AI solution.

 

Our Applications

Industries

Ecommerce

Finance & Insurance

Software & Technology

Manufacturing

Education

Government

Media & Design

Why Choose Us

Why leading enterprises leverage FoundationFlow?

As enterprises increasingly adopt AI and machine learning (ML) to drive business value, there is a growing need for streamlined and efficient LLM (large language model) workflows designed with the business user in mind.

Simple Drag & Drop Model Editor

Unlock the full potential of Foundational Models with the FoundationFlow FMOps platform. Designed for businesses of all sizes, our platform streamlines the end-to-end lifecycle management of these models. Even without technical expertise, users can effortlessly pre-train, fine-tune, and engage in advanced in-context learning. Plus, with our user-friendly drag-and-drop interface, deploying these models into scalable APis has never been faster or easier. Transform your Al operations from months to minutes with FoundationFlow.

Seamless Integration and Collaboration

The FMOps platform in FoundationFlow fosters collaboration between data scientists, engineers, and operational teams. With a unified platform, teams can work cohesively, ensuring that models are not only accurate but also aligned with business objectives and easily integrated into existing systems.

Full lifecycle management of foundational models

FoundationFlow’s FMOps platform accelerates the deployment process, enabling businesses to swiftly move from model development to production. This rapid transition ensures that innovations are implemented promptly, giving enterprises a competitive edge in the market.

STATISTICS

Everything AI, Streamlined with FMOps

Deliver high performant AI systems at scale while achieving cost efficiency using FoundationFlow FMOps to propel your business ahead of your competitors!

0 %

Expected CAGR growth of the Gen AI market in the next 10 years.

0 x

allows full parameter training of LLMs with an average of 9X reduction in compute & memory requirements.

0 %

Enterprises plan to implement the 1st Gen AI solution in the next 2 years.

How it works

Unparalleled Capabilities in FMOps

We provide a diverse suite of FMOps tools to empower your AI initiatives, ensuring you connect with your objectives and attain unparalleled success.

01.

State-of-the-Art FMOps Functionality

FoundationFlow supports a world class data management system, state of the art pre-training and fine-tuning strategies and an ever growing model zoo. It also provides support for low bandwidth optimized training to support your business demands. 

02.

Customisable FMOps Features

We underscore the adaptability of our FMOps platform, empowering you to tailor your AI operations and model management in alignment with your distinct objectives and aspirations.

03.

Reliable FMOps Support, Day and Night

Our dedicated team of AI professionals stands ready to offer tailored guidance and insights, assist in navigating FMOps challenges, and ensure your model management objectives are realised to their fullest potential.

Our Team

Tech with Tech & Industry Expertise

Shameer Thaha

CEO

A seasoned entrepreneur with over 17+ years in management and 2 exits. Earlier, he was Chief Strategy Officer at Accubits, responsible for global growth initiatives. 

Mahadevan PV

COO

Over 10 years of experience in sales & partnerships managing over 120+ global partners. Previously headed partnerships at Accubits Technologies. Experienced building FyreFly, a B2B service portfolio.

Rahul VR

Head of Engineering

Over 7 years’ experience in technology and infrastructure at Accubits and OneStandard. Most recently CTO at Accubits APAC

Praveen Menon

VP, Sales

Over 24 years’ experience in sales and business development in tech and banking at ING, Reliance, Bajaj and LG. Most recently, VP of Sales at Accubits Technologies and Accucerts

Charush S

VP, Product Tech

Over 9 years’ experience in technology (AI/ML/Full Stack) at QBurst and Accubits. Open source contributor.

FAQs

Frequently Asked Questions

FoundationFlow stands out in the LLMOps platform landscape, prioritizing a user-centric design tailored for both tech-savvy and novice users. This platform seamlessly integrates every phase of model lifecycle management, from initial pre-training to final deployment. Its unique drag-and-drop interface accelerates model deployment, transforming processes that once took months into tasks completed in minutes. With an emphasis on real-time, in-context learning, FoundationFlow ensures AI models are consistently updated, maintaining their relevance in dynamic industries. Designed for scalability, it's the go-to solution for businesses, from startups to established enterprises. Moreover, with a dedicated team of AI specialists, users can expect top-tier support. As the AI industry evolves, FoundationFlow remains at the forefront, continuously innovating to meet and exceed industry benchmarks.

 

FoundationFlow revolutionizes the management of foundation models by automating many of the traditionally manual and complex processes. At its core, it offers a centralized platform where users can oversee the entire lifecycle of a foundation model. By removing the need for extensive coding and technical expertise, it democratizes access to advanced AI operations. Its real-time, in-context learning capabilities ensure that models adapt and evolve based on the latest data, reducing the need for frequent manual updates. Moreover, FoundationFlow's infrastructure is designed to handle the vast datasets associated with foundation models, ensuring smooth performance and reducing the risk of errors. By consolidating these features, FoundationFlow offers a simplified yet comprehensive solution for managing foundation models effectively.

Absolutely! FoundationFlow is designed with integration and flexibility in mind. It can seamlessly integrate with existing NLP workflows, allowing you to leverage its advanced features while maintaining your current processes. Whether you're using custom-built tools or popular NLP platforms, FoundationFlow's robust API and compatibility features ensure that integration is smooth and efficient. This means you can enhance your NLP operations with FoundationFlow's capabilities without disrupting your established workflow. It's all about providing added value while ensuring continuity in your AI operations.

 

Yes, FoundationFlow offers capabilities that allow users to benchmark models. Benchmarking is crucial in understanding the performance and efficiency of your models in comparison to industry standards or other models in your repository. With FoundationFlow, you can evaluate various metrics, compare model performances, and get insights that can guide further optimization. Its comprehensive dashboard and reporting tools provide a clear view of how your models stack up, ensuring that you're always informed and can make data-driven decisions for your AI operations.

 

We prioritize continuous improvement and innovation, releasing updates and new features regularly. Typically, minor updates and bug fixes are rolled out every few weeks, ensuring the platform remains optimized and user-friendly. Major feature releases, which introduce significant enhancements or new functionalities, are planned every few months. Our commitment is to provide users with a platform that evolves with the industry's needs and the feedback we receive, ensuring that our solution remains at the forefront of technological advancements.

 

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