Deterministic Models, Enhanced by AI
Mosaic provides a critical deterministic software layer that, when combined with AI, unlocks powerful efficiencies without compromising accuracy.
____We believe financial models must remain fully explainable, auditable, and accountable—standards that are non-negotiable in the financial services industry.
____That’s why AI is applied selectively within Mosaic. Rather than introducing variability or “black box” outputs, AI is used to accelerate the most manual and time-intensive parts of the workflow—such as parsing CIMs, extracting data, and assisting with model setup. The core calculations, logic, and outputs remain entirely deterministic, ensuring that every number can be traced, understood, and verified.
____The result is faster workflows, greater confidence in outputs, and a platform that enhances—not replaces—the judgment and accountability of the investor.
Mosaic Vision
Upload a full Excel workbook, CIM, or screenshot to pull data directly into an operating model, no manual rework necessary.
Mosaic AI Analyst
Mosaic’s AI Analyst helps build and update models through chat-based instructions, maintaining full context of your workflow and iterating based on your feedback in real time.
Mosaic Autopilot
An agentic, fully automated workflow that can generate a complete Mosaic LBO model simply by emailing a prompt and deal materials to model@mosaic.pe.
Receive a completed LBO in minutes, with AI accelerating the workflow and deterministic logic ensuring accuracy.
For Private Equity
Join 80+ leading private equity firms leveraging Mosaic’s deterministic platform to automate core LBO mechanics without sacrificing flexibility or auditability.
For Private Credit
Build LBOs, refinancing models, and run detailed credit analysis to underwrite deals like private credit investors—in a fraction of the time, without compromising on accuracy or flexibility.
For Investment Banking
Mosaic’s deterministic deal modeling platform automates core investment banking workflows with complete accuracy and traceability. Bankers reduce model iterations, accelerate decision-making, and increase deal volume while preserving quality control.
Deterministic
Models, Enhanced by AI
Learn more about how AI is selectively integrated into Mosaic’s deterministic modeling platform
Built for Enterprise Trust
Protecting your data is core to how Mosaic is built. Mosaic is enterprise-ready and secure by design.
By the Numbers
Experience the Platform Live
Reach out to learn how finance professionals worldwide are leveraging Mosaic to work more efficiently.
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