Teams using Maya to think out loud.

Northwind ran every recommendation through a partner review on Friday afternoons. Drafts often waited two business days for sign-off, and partners were spending 6 to 8 hours a week on red-team review.

After moving the review into a Maya room with a custom panel of three advisors, partners now review the synthesised verdict, the dissent column, and the underlying takes in a single sitting. Memos go out the same day they are drafted, and partners spend their review time on the 10 to 15 percent of items where the models disagree.

Bell and Pace was burning associate time on first-pass redlines that produced near-identical findings across reviewers. The firm wanted a way to surface only the genuinely contested clauses for partner attention.

With Maya, associates run a panel against the deal documents and receive a verdict that flags both the consensus issues and the points where the three models pushed back on each other. Partners now spend their time exclusively on flagged dissent, and the firm has reclaimed roughly two associate-days per major deal.

Lattice partners wanted faster iteration on investment theses without losing the rigor of an investment committee. Single-model answers felt too confident; switching between tools was slow.

A standard Lattice room now opens with the firm's investment thesis as project memory, three model takes against new data, and a verdict that explicitly calls out where the takes diverge. The team treats the dissent column as a cheap proxy for committee debate before the real meeting.

Coastline needed AI assistance for clinical operations writing, policy review, and education materials, but PHI handling rules and a strict procurement process had blocked every tool the team evaluated.

Maya's Enterprise plan with bring-your-own-key and EU region pinning let Coastline route requests through their own model accounts under their own data agreements. Audit logs and SSO closed the procurement loop in a single security review.

Vertex hires research analysts on a rolling basis and was losing 4 to 6 weeks per hire to context onboarding across past projects, internal frameworks, and ongoing client work.

Each Vertex client now lives as a Maya project with persistent memory, instructions, and prior verdicts. New analysts open the room and ask questions against the project the same day; ramp time has dropped to about two weeks measured by first independent deliverable.

Atlas Civic was receiving thousands of public comments per consultation cycle and could only sample-read perhaps 5 percent. The remainder went uncategorised, undermining the consultation's legitimacy.

A scheduled Maya panel now reads every comment, produces a verdict-style summary per theme, and explicitly surfaces minority and dissenting positions. Policy staff review the summaries and dive into the raw comments only where the models flagged uncertainty or strong disagreement.