Our Mission is to make it easy for any organization to realize tangible business results from AI

We are building an “AI Operating System” and Application Suite on top that is Reliable, Private with Agents that can be programmed with plain language Business Rules. We’ve spent over 40 years successfully helping organizations take advantage of the PC, mobile, cloud and now the AI revolution. We know how to work with you, our dedicated Customer Success Teams and revenue model ensure we grow only if we save you time and money. And we partner with some of the largest and most knowledgeable companies in the world to make sure we understand your business. Together, we’ll help you gain an unstoppable competitive advantage with a new generation of applications.

More on Our Experience

Reports and Recommendations 5x Faster with Custom AI Agents

With our AI Agents, we can scour your databases, deep search the Internet, check competitors sites and then using plain English business rules train an AI Agent to become an expert at everything from logistics to compliance and audit to sustainability and ESG. Then our agents can take that work into an Office document or directly send orders to your ERP, CRM and other systems. What’s more, we have dedicated Methodology Agents looking for how data is analyzed, Data Agents that let you use a wide variety of enterprise databases both structured and unstructured and finally Skeptic Agents which look for flaws in your logic.

Customer Service Agents that Adapt to How You Speak and How Your Customers Respond

Build real-time Customer Service Agents for Support, HR Interviewing and customer outreach that understands email, texts, Whatsapp, voice and video chats. Each can be tuned to speak like your live agents, respond automatically and seamlessly handover conversations between live and automated agents. Plus, use the latest in speak generation and Avatars to provide unique live audio and video conversations.

Next Generation Financial Services Applications with built in Governance and Explainable Agents to meet every regulatory need

Our Agents are designed for the most demanding environments for everything from customer service to Know Your Customer and Anti-Money Laundering. They have advanced Governance and Explainable AI Agents that provide you with real time Leaderboards measuring the real performance of AI systems.

Build On Our Unique Orion AI Technology to Give You the Competitive Edge

Our applications use a unique AI Agent technology that is designed to scale to millions of active agents in a single system. While we can use traditional LLMs, we are even better if you use small open-source agents that are guaranteed not to leak data and which have great performance on low-cost servers and even in browsers. We automatically select from over 1.5M foundation and fine-tuned models already available and adapt them for your use. We run them in ensembles or groups of agents to make sure you have the best AI for the job and to improve reliability by making sure multiple agents check each other. And our Agents aggressively cache answers and generate code to maximize consistency and speed.

Learn More

Ensembles of AI Agents Ensure Accuracy, Consistency, Speed and Low Cost

We build ensembles of models taking from both proprietary and open sources to find the best combination for your business. Each AI Agent we build is crafted to meet your accuracy, consistency, speed and cost needs. And as new models arrive and your workload changes, we dynamically adapt which sub-components are called and used.

Program in Plain English and Customize the Agent Flow Yourself

Use plain English to tell the AI agents what to do. There are no complex programming languages. You write the rules in plain English. Everything from how to sort and search to how to you like your data formatted. You can set your Agents up to work together with a graphical editor or you can just say “hook the Customer Service Agent to the Sales Data Agent” and we will figure it out for you.

Scale to Millions of Agents, Keep Your Data Private with Control, Governance and Explainability

You are in control, you can use any proprietary models you want, but you also can construct hybrid public/private and even completely “airgapped” secured systems that cannot leak your private information. The system is designed for the start for the enterprise with the ability to scale to millions of Agents (including AI that runs in your mobile phone or browser). And we do it all with control, governance and explainability in mind.

Latest Insights

We scour the research community and the latest innovations in the AI landscape and bring you the latest analysis to help you grow your business. We look for success stories around the world and try to learn from them. Come see our insights from our growing community.

AI Predictions That Happened with Steve Suarez on LinkedIn Live

on 15 May 2025

So much has happened in the first half of 2025, but a big part of success is predicting the future, so you can design technology that is right for today and ready for tomorrow. We’ve been really fortunate to have Steve Suarez working with us and we spent an hour talking about the future and what it means for everyone. A great session and learning for all.

Continue reading

Deepseek Moment and Implications for the Global South

on 19 March 2025

A great conversation with Will Poole of Capria Ventures and an incredible collection of companies in the Global South who are at the cutting edge.

DeepSeek is not just about technology, but about the broader implications of Open Research and Open Source on the ecosystem. The Internet runs on Open Source for a reason.

Continue reading

Deepseek Moment and implications for you

on 25 February 2025

A live conversation with Steve Suarex on what the DeepSeek moment means for you and the industry. The short note is that AI is now a global phenomenon and keeping track of all the things going on is complicated.

Continue reading

AI Stack 2025 Business Recommendations

By Rich Tong, Steven Gottlieb on 6 February 2025

Using our predictions for AI in the year 2025, we thought it’d valuable to also offer recommendations for businesses trying to navigate the evolving landscape.

At the foundational model level, we believe there is value in dialing-a-new-mode per month—and switching if it breaks. On the design side, retarget your UX to talk and type, first. This will enhance user engagement and improve usability. As you fine tune your models, invest in figuring out what works for you! If it doesn’t work for you, it won’t for others.

Continue reading