Results, not adjectives.
How Ayati turns messy data into decisions that move a number — told through the work.
B2B SaaS · pricing
Challenge. A B2B software team was setting renewal pricing on contested numbers — finance, sales and product each brought a different figure to every review.
What we did. Ran AMI™ and PRISM™ over the same data, reconciled the conflict, and delivered one confidence-scored answer with the assumptions made explicit.
Result. The pricing decision was settled in one meeting instead of three, and the agreed change added 4.2% gross margin over the following two quarters.
Academic health · research
Challenge. A clinical research group needed a defensible study design and analysis for a 240-patient cohort that would stand up to peer review.
What we did. Designed the study with AURORA™, ran the analysis in MedStat Guide™, and produced an audit-ready methodology and results package.
Result. The study passed review with minor revisions, and the reproducible pipeline cut analysis time from roughly 6 weeks to 2.
Consumer app · analytics
Challenge. An operations team had 40+ dashboards but decisions weren’t changing — three teams reported "active users" three different ways and nobody trusted the numbers.
What we did. Ran a metric audit, defined a single source of truth with KEYSTONE™, and closed the loop from dashboard to action.
Result. Trust in reporting was restored and 30-day retention improved 6.8 points once the team acted on one agreed number.
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