Company

Why we're betting everything on the future of AI agents

The future isn't chatbots or copilots — it's autonomous agents that get work done. Here's why we're building the infrastructure to make that happen.

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Marcus Johnson

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When we started this company two years ago, everyone was talking about chatbots. Then it was copilots. Now it's agents. But beyond the buzzwords, something real is happening — and we think it's the most important shift in software since the cloud.

Here's our thesis: the next decade of software will be defined by AI agents that don't just assist humans, but actually do work autonomously.

Think about how software works today. You have applications with interfaces. Humans click buttons, fill forms, and make decisions. Software executes those decisions. The human is always in the loop, always the bottleneck.

Now imagine software that can pursue goals independently. You tell it "resolve customer support tickets" and it does — reading messages, understanding context, taking actions in your systems, and following up. Not just suggesting responses for a human to approve, but actually closing tickets while humans sleep.

This isn't science fiction. It's happening now. Our customers are running agents that process invoices, qualify leads, onboard employees, generate reports, and handle customer service. These agents work 24/7, make fewer errors than humans, and cost a fraction of traditional automation.

But building these agents is hard. Really hard. You need to orchestrate multiple AI models, connect to dozens of tools, handle errors gracefully, maintain context across long interactions, and ensure the agent stays within bounds. Most teams spend 80% of their time on infrastructure and only 20% on the actual agent logic.

That's backwards. And that's what we're fixing.

We're building the infrastructure layer that makes agent development as easy as building a website. Visual tools for designing agent workflows. Pre-built components for common tasks. Managed infrastructure that scales automatically. And built-in guardrails to keep agents safe and effective.

Our bet is that every company will have hundreds of AI agents within five years. Agents for sales, support, ops, HR, finance — every function that involves repetitive knowledge work. The companies that figure out how to deploy and manage these agents will have a massive competitive advantage.

We want to be the platform that powers this future. The AWS for AI agents. The infrastructure that every company builds on.

It's an ambitious goal. But if we're right about where software is headed, there's no more important problem to solve.

FAQ

Frequently asked questions

Everything you need to know to get started.

Do we have to move our files?

No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.

What exactly do we own?

The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.

What happens if we stop working with you?

You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.

Who can see our client data?

Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.

Do we have to leave Litify?

No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.

How is it priced?

A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.

What happens when the AI gets something wrong?

You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.

Does this replace people on our team?

No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.

FAQ

Frequently asked questions

Everything you need to know to get started.

Do we have to move our files?

No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.

What exactly do we own?

The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.

What happens if we stop working with you?

You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.

Who can see our client data?

Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.

Do we have to leave Litify?

No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.

How is it priced?

A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.

What happens when the AI gets something wrong?

You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.

Does this replace people on our team?

No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.

FAQ

Frequently asked questions

Everything you need to know to get started.

Do we have to move our files?

No. Your documents stay where they are, in Drive, Dropbox, Litify, or Filevine. We read from them and keep watching for new ones. Nothing gets migrated into a platform you would have to leave later.

What exactly do we own?

The data layer. The database, the schema, the pipelines, and the full extraction history live in your firm's cloud and belong to you outright. The workflows and agents that run on top are licensed while we work together. You own the record, and you license the tools that read it.

What happens if we stop working with you?

You keep the data layer and everything in it, running in your own environment. The workflows and agents switch off, and you are free to point other tools at the record you own. Nothing has to be exported, because nothing was ever held anywhere else.

Who can see our client data?

Only the people who can see it today. Everything runs in your firm's own cloud, privilege is gated at the database rather than inside an app, every access is logged, and your data is never used to train anyone's model.

Do we have to leave Litify?

No, and we would not recommend it. Litify stays your system of record. We mirror cases, parties, and assignments from it, and we can write extracted facts back into your fields, so the system your team already knows gets better rather than replaced.

How is it priced?

A build fee for the asset you own, then a flat monthly retainer covering operations and the workflows and agents in use. No per-seat fees and no per-question metering. Your bill does not grow because your team used it more.

What happens when the AI gets something wrong?

You catch it, which is the design. Every answer carries the documents it came from, nothing is filed or sent without a person approving it, and every correction improves the system. The attorney remains responsible for the work product, so the platform is built to make supervising it easy.

Does this replace people on our team?

No. It removes the gathering, retyping, and remembering, which was never the job. Judgment, advocacy, and the client relationship stay exactly where they are.

Own your firm's Intelligence.

Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.

Own your firm's Intelligence.

Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.

Own your firm's Intelligence.

Start with a four-week assessment. We map your documents and show you what your files can actually tell you. You keep the findings either way.