The AI native way to work

Every company will have an AI brain. It's inevitable. The only question is build or buy?

Our mission is to make every company instantly AI native, and that means every worker. I believe it is an imperative that we get everyone there, and the window to do it is short.

Today, work is scattered across dozens of disconnected tools, and people are the glue. We spend our days stitching data between Salesforce, Slack, Jira, and Stripe, copying between systems and interpreting dashboards, doing by hand what software should do for us. A company brain ends that.

To become AI native, every organization will need a company brain, a center of intelligence every team relies on. Just as every company had to get email when the internet arrived, and a website when the web went mainstream, every company will now need a company brain.

Building one starts with the best intelligence available, the leading frontier models from Anthropic, Google, and OpenAI. But it goes beyond the frontier models. It is about giving AI a computer, just like each of us has a computer, to build and execute. That is what turns a model that answers into a brain that does the work.

A computer for every task

Adapt gives AI its own computer. Every task spins up its own isolated, sandboxed machine, with the ability to write and run code, generate queries, call any API, read and write files, schedule tasks, store knowledge, customize skills, think for long periods, and spin up parallel sub-agents. One task, one private machine.

This is what unlocks real work. On its own computer, an agent can surgically stitch together context from every system it connects to, pull in vast amounts of data, and act on it, not just talk about it.

And the work is verified. Before Adapt shows you an answer, it cross-checks its own output against your company's source systems, and sub-agents check each other's work. The architecture is built to be correct, not just fast, because the whole promise falls apart if the work isn't right. When Adapt gives you an answer, it has already checked it against the truth.

Agentic AI has already proven it can do the work, not just describe it. Developers saw it first, with tools that execute against a goal and changed how software gets built. But that power stopped at the edge of engineering. Adapt brings it to everyone else: an agent with a computer of its own and access to every tool you use, able to wield those tools just like you do.

AI multiplies human expertise

We hear a lot these days about companies laying off 20% of their workforce. Honestly, the tone so often used hasn't sat well with me. "We've never been stronger," they say, even as they show people the door.

There is a different path.

When you give every employee an AI native way of working, a company brain that connects all their tools, all the company's knowledge, and everyone's skills, plus a computer to do anything they can imagine, AI doesn't replace people. It multiplies them. Your best operator's standard becomes the floor for everyone, and people accomplish work they never thought possible, or never thought themselves capable of.

And you can give it to everyone. There is no per-seat license to ration. You turn it on for the whole company and pay only for the work it does, so cost grows with the value, not with headcount.

That is the choice in front of every leader. You can cut 20% of your people, or you can multiply 100% of them. The companies that multiply will win.

AI belongs where people work

Multiplying everyone only works if everyone actually uses it. Not everyone has the same level of curiosity or early-adopter mindset with AI. And so we set out to bring AI to where people already work.

Adapt is native to Slack. Anyone can tag "@Adapt" and get an answer to anything in their business. Teams can tap into a computer that connects to every tool via API, holds your unified knowledge and skills, and can schedule automations, all from within Slack.

Going further, we leaned into the team-powered nature of Slack with proactive agent assistance. Adapt can listen in the channels where work happens and respond instantly when it can add real value. It is triggered by the real events of your business, a deal closing, a support ticket, a report coming due, and over time it starts to notice the repeated work and say, "I can automate this. Want me to?" It lives in the heartbeat of your company, not in a tab you open once in a while, and the more your company runs, the more Adapt does.

It is a remarkable thing to watch. We have a channel called "Bugs" in our Slack, and we have turned it into a smart channel. Anytime a member of the team shares a bug, whether a screenshot or a message, Adapt immediately understands it, finds the root cause, and spins up a Linear ticket and a PR, writing the code that resolves the issue. After that, the team simply needs to review and approve it.

What a company brain is

A company brain is not a chatbot. It is a system that captures, organizes, and applies everything your company knows, so anyone can do their best work with the full context of the business behind them.

An agent ties it together: it reasons across the brain and does the work in your real systems. Your team meets it in Slack, on the web, on mobile, and over API. Six faculties, working as one:

Connections. Wired into every tool you run on, permission-aware. If it has an API, the brain reaches it. This is the intake.

Unified Memory. Your knowledge, the skills your best people teach it, a shared workspace where work accumulates, and live context gathered just in time.

Adaptive Intelligence. Always on the best model for the task. Simple work moves fast, hard work goes deep, every AI breakthrough makes it sharper overnight.

Sandboxed Compute. A private computer per task that writes code, queries your systems, and does real work, not just answers.

Grounded Verification. Every answer anchored in your sources, with the data to back it, and honest when it cannot confirm something.

The Compounding Loop. Every use makes it sharper. When your best person teaches it how they do something, that standard becomes the floor for everyone, and the value accrues to the company instead of walking out the door.

The brain you build today is the floor, not the ceiling. It starts in one channel, proves its value, and naturally grows into more channels, more tools, more workflows across the company.

We have seen companies like Ramp build a company brain called Glass, and Block build an internal brain called Goose. Meta built an internal brain for their 63,000 employees. Adapt is making it possible to become AI native without building the infrastructure yourself.

You should always have the best intelligence

The models change quickly, and betting on a single one is not an effective strategy. The state of the art shifts constantly, a couple of models lead today, and soon we will see incredible new ones from Anthropic, Google, OpenAI, and others. Put them together and you get powerful intelligence for your team. You never have to worry about the hot model of the day, because a multi-model AI brain will always have the best intelligence.

And it is not only about models. The big platforms will always steer you toward their own ecosystem. Adapt is neutral. It works across the messy, mixed stack you actually run, and routes to the best model and the best tool for each job.

It is like carrying a phone that can use Verizon, AT&T, and T-Mobile. It just depends on which has the strongest signal in your area. You never have to think about it.

The AI you run defines your company

People ask me where this goes. And I always say the same thing: we are not far from the day when you will say, "My company runs on Adapt."

When that day comes, I think one of the first questions every candidate will ask in a job interview is, "What AI runs the company?" The answer will tell them everything about what their days are going to feel like.

Some companies use AI like a surveillance state. Others use it to grind their people down. I wouldn't work for a company run like that, and I don't think anyone else will either.

That is not what we are building. We are building an AI that sends you home having done work you never could have imagined. AI should help you thrive in your job, get promoted, take on more responsibility, and train the next generation to become AI native.

No one gets left behind

This matters to me on a personal level.

We are going to see many friends, family, and former colleagues who, if they do not learn to work this way, and do not have leaders around them who help them get there, will be pushed out of the workforce. They will be underemployed, and the impact at their dinner tables, on their kids, and across their communities is real.

However, what we are already seeing is that people who have mastered AI as a multiplier of their experience are the ones getting promoted. And as they rise, who do they want to hire? AI natives, the people who know how to use AI as amplification of their own expertise.

That is exactly why getting everyone there is so urgent. The gap is opening now, and it compounds.

I want to fight for them. I want to give them an AI that makes them AI native instantly. Adapt can help them transform faster than they would believe, from a novice into someone automating their own workflows and moving at a level of productivity they never thought possible.

What this looks like in practice

The Bugs channel I shared earlier is just one example of how Adapt can help a team. Here are a few more that show what a company brain can actually do.

Build entirely new ways of working. Our team built a completely custom UX on top of our CRM. It combined the core data from the CRM with our customer usage data from BigQuery, Stripe, PostHog, and other systems, and pulled it all into a single visual interface with embedded intelligence: deep customer engagement data, trend lines, charts, and intelligent summaries. It is a completely different way of working, and it was a delight, fun to build and fun to work in.

Succeed where direct model access fails. One of our customers connected Zendesk, a system rich with all of their customer data, and one they had already tried to connect to the major frontier models directly. Both attempts had failed. The models could not make sense of all that data. But when they connected it to Adapt, a system with the architecture of an AI computer, Adapt spun up an environment, ran for long periods of time, and produced a level of insight and analytics that astounded them. It led to board-level insights and reporting, and they have been a champion of our platform ever since.

Run a company. One of the first companies to go AI native on Adapt was Wander.com. Wander represents some of the best properties and vacation rentals people can access. They connected Adapt into their Slack, and it expanded, and self-expanded, into more channels. They rolled it out across their company to more than 130 people. They have now generated over 1 million messages and connected more than 35 unique tools, and it is growing month after month. They gave their whole workforce an AI native way of working.

Make your company instantly AI native

We are committed to making every company instantly AI native, bringing the absolute best intelligence to every company so they can reach their mission faster. We partner deeply with our customers, backed by our forward-deployed engineers and our SOC 2 Type II certification, to maximize the intelligence, workflows, skills, and self-learning knowledge base of Adapt.

Getting started is meant to be instant. No procurement, no per-seat licenses, no minimums. Sign up, connect your tools, and put a company brain to work on day one, for your whole team, paying only for what you use.

That is why we are offering qualified business accounts up to two months of free usage on the best models, for teams willing to partner with us to set up their company with an AI brain powered by Adapt.

Every company will have an AI brain. We would be honored to build yours with you.

We're currently offering 60-day pilots for qualified businesses. Schedule time with us if you're interested.