The 10x firm

What separates the best service firms from everyone else?

Trust.

And trust is earned by firms as a whole, not individuals alone. By the leader who remembers what was promised six months ago. By the teammate who picks up a project and instantly knows its history. By the firm that responds as if everyone has been working every account for years.

The best firms operate this way not because they have better people, but because they have better memory. The institutional kind. The kind that compounds with every conversation, every document, every decision.

Why we started Context Systems

We started Context Systems because we believed firms wanted to compound their knowledge, and their tools made it impossible.

As founders and operators, we'd worked alongside exceptional people at demanding firms. Yet simple tasks dragged on. The full picture was lost between calls, emails, and handoffs. Costs ballooned while outcomes deteriorated. Leaders cared, but were overwhelmed. Teams worked hard, but were drowning in fragmented information.

The issue wasn't effort or intelligence. It was that modern work lives across too many systems, threads, and handoffs, and no system captured the firm's collective understanding of what was going on.

The problem

Firms don't suffer from a lack of software. They suffer from a lack of shared, living memory.

Critical obligations are buried in inboxes. Promises made on calls are forgotten. Tasks exist only in someone's head. Every status update requires manual reconstruction. The result is constant context-switching, reactive work, and avoidable mistakes, especially as firms scale.

Knowledge management has been chasing this for thirty years. It's mostly failed, for one reason: capture was always manual, and people, reasonably, wouldn't do it. The know-how that mattered most stayed trapped in inboxes, drives, and the heads of the people who happened to be on the call.

So we asked a different question:

What if the firm's knowledge captured itself?

Our vision

Context Systems is the AI-native knowledge layer for modern firms.

Context Systems reads the work as it happens (emails, messages, attachments, and conversations) and automatically constructs a real-time record of the firm: every project, every client, every commitment, every relevant fact. Without anyone logging anything. Without a separate ritual the firm has to maintain.

That captured knowledge then powers every AI tool the firm uses: Claude, ChatGPT, our own applications, and anything else people want to plug in. When someone asks an AI to draft, review, or analyze, the answer is grounded in the firm's actual work and history, not a generic model's guess at what a typical firm would do.

We're not building another vertical app.

We're building the substrate that makes every AI tool a firm uses know the firm.

Software that anticipates, not reacts. Knowledge that compounds, not erodes.

Who Context Systems are for

Context Systems are for firms that want to operate with the precision and responsiveness of a firm ten times their size, without sacrificing quality or human judgment.

For people who want to spend their time guiding, advising, and deciding, not reconstructing history.

For knowledge professionals who've been trying to make know-how compound for decades, and finally have the tools to do it.

And for clients who expect the firms they work with to feel as sharp, present, and reliable as the businesses they're building.

Our customers aren't adopting a tool.

They're becoming the most responsive firms in their market.

Dillon, Jerzy & the Context Systems team