Better tools. Level playing field.

Mosaic builds AI powered research tools for finance and legal professionals. We give independent analysts, small to mid sized firms and solo practitioners the same capabilities of the "Giants" and more.

The economics of document processing have fundamentally shifted, but the incumbents haven't passed those savings on. Legacy platforms still charge enterprise prices for workflows that are now orders of magnitude cheaper. Meanwhile, established players are slow to adapt: locked into archaic processes, weighed down by bureaucracy, and misaligned by agency problems that reward the status quo over better outcomes.

This creates an opening. We're taking it.

Tools that make financial research faster, deeper, and more accessible:

• •Filing research at scale. Search and analyze hundreds of thousands of SEC and SEDAR filings in natural language, with cited answers you can verify against the source document.
• •Relationship intelligence. Map ownership structures, board connections, joint ventures and more that would take weeks to untangle manually and reliably.
• •Quantamental analysis for everyone. Capabilities that were once exclusive to large quant funds, made available to any analyst willing to use them.

We don't believe in platform lock ins. Use our products through our web interface for the complete experience, connect them to your existing tools through open protocols like MCP, or run the logic in your own environment. However you prefer to work, we meet you there.

In a landscape where AI capabilities shift monthly, we stay opinionated about method but flexible about implementation. We experiment relentlessly. Benchmarks have stopped being meaningful, so we test everything against real world outcomes.

We use AI as a tool and recognize it for what it is, alongside its limitations. We don't make wild claims about what it can or can't do. We publish research backed analysis on our blog and let the results speak.

Our tools are built to augment human expertise, not replace it. The best outcomes come from professionals who bring domain knowledge and judgment to the table, with AI handling the heavy lifting. That's the use case we optimize for and where our products deliver the most value.