Ayati Analytics Studio

Analytics
that earns
its place.

Six products. One integrated studio. Decision intelligence, clinical research analytics, and research reasoning — all offline-first, all auditable by design.

Analytics dashboard
6+
Integrated analytics products
100%
Offline-first architecture
3
Sectors served
0
Black-box decisions
Decision Intelligence AMI™ Offline-First Analytics MedStat Guide™ Clinical Research PRN™ AI Maturity Assessment AIMA™ Education Enablement PRISM™ Research Intelligence AURORA™ Auditability by Design Decision Intelligence AMI™ Offline-First Analytics MedStat Guide™ Clinical Research PRN™ AI Maturity Assessment AIMA™ Education Enablement PRISM™ Research Intelligence AURORA™ Auditability by Design
What We Build & Deliver

Six capabilities. One studio.

All Services
AMI™
Decision Intelligence & Executive Dashboards
KPI trees, scenario sliders, and root-cause drilldowns. Every number traceable to a driver, every driver to an action.
Learn more
MedStat Guide™
Clinical Research Analytics & Publication Packages
Deterministic method selection with full rule traces. From raw data to submission-ready output with transparent mathematics.
Learn more
Privacy by Design
Offline-First Workflow Prototypes
Mode-B systems that validate entire clinical or operational workflows before any platform is built. No cloud dependency.
Learn more
AIMA™
AI Readiness Assessment & Transformation Roadmaps
Capability heatmaps across strategy, governance, infrastructure, and talent. Gap analysis to Stabilise → Embed → Scale.
Learn more
PRISM™
Education Enablement & Adoption Engineering
Interactive teaching labs, guided learning paths, and quizzes. Adoption is an ecosystem problem — we engineer the entire rollout.
Learn more
Studio
Studio Partnership & Embedded Engagements
Project-based, retainer, or embedded studio partner. Every engagement is audit-ready and validated before handoff.
Learn more
The Ayati Ecosystem

Six products. One studio.

Each product is a standalone module. Together they cover the full analytics lifecycle — from executive dashboards to clinical research to AI governance.

All products
AMI Decision Intelligence
01
Decision Framework
AMI™
Ayati Mix Intelligence
Nine governed analytical mixes — KPI trees, root-cause drilldowns, and scenario planning for every business domain.
KPI TreesRoot-causeScenario
Explore AMI™
MedStat Clinical Research
02
Statistical Engine
MedStat Guide™
Clinical Statistics You Can Defend
Clinician-grade modelling that runs fully offline. Validates assumptions before modelling. Every run produces a decision receipt.
Offline-firstDeterministicAudit-ready
Explore MedStat™
PRN Research Network
03
Research Network
PRN™
Praxis Research Network
India's multi-centre decision-science network. Converts routine treatment patterns into publication-grade evidence at national scale.
Multi-centreMobile-firstPublication-ready
Explore PRN™
AIMA AI Maturity
04
AI Maturity
AIMA™
Ayati AI Maturity Assessment
5-dimension AI readiness assessment with 90-day transformation roadmap. Board-ready outputs. Offline Mode-B tool.
GovernanceBoard-ready90-day Roadmap
Explore AIMA™
PRISM Learning Labs
05
Learning Labs
PRISM™
Precision Reasoning for Student Minds
Interactive statistical education through simulation. Builds reasoning, not just calculation. Offline-first for any classroom.
SimulationTeacher ModeOffline-first
Explore PRISM™
AURORA Research Intelligence
06
Research Intelligence
AURORA™
AI-Unified Research Optimization Architecture
Converts raw datasets into structured study portfolios with method plans and sample size logic. The intelligence layer powering AMI™, AIMA™, and PRN™.
Study DiscoverySSEPortfolio Output
Explore AURORA™
Who We Serve

Built for those who need certainty.

Clinicians and Researchers
Clinicians & Researchers
Audit-ready statistical outputs for peer review
Deterministic method selection with rule traces
Standardised workflows across departments
Offline-first for real clinical environments
Learn more
Students and Faculty
Students & Faculty
Plain-language explanations with method clarity
Outputs suitable for assignments and dissertations
Teacher Mode and quiz-based engagement
Works without internet connectivity
Learn more
Enterprise Leaders
Enterprise Leaders
Scorecards and KPI trees with shared definitions
Root-cause exploration and scenario planning
AI maturity assessments with transformation roadmaps
Leadership reviews that replace slide decks
Learn more
Ayati Philosophy — auditable research
Ayati Philosophy
Auditability isn't a feature. It's the foundation.

Every product we build is designed to be interrogated, reproduced, and trusted — by the people who use it and the institutions that depend on it.

Offline First

Raw datasets stay in your environment. Only results are archived. Cloud migration is a choice, not a requirement.

Deterministic Logic

Same inputs always produce the same outputs. No stochastic noise. No analyst-dependent results. Full reproducibility.

Explainability Over Accuracy

A model everyone can interrogate outperforms a black box every time. Trust requires transparency at every layer.

Definition Discipline

Every metric and method is documented before analysis begins. Clarity is a technical constraint, not a preference.

Insights & Perspectives

Ideas that shape how we build.

All insights
KPI Trees
Decision Intelligence
Building KPI Trees That Last
The most durable dashboards aren't built on great data or great design. They're built on a governance model that answers one question: what does this number actually mean?
15 Feb 2026·6 min read
Read insight
Method Selection
Clinical Research
Method Selection Should Never Be a Black Box
Deterministic rule traces are changing how reviewers and mentors evaluate statistical decisions. When the "why" is visible, method selection becomes teachable and defensible.
02 Mar 2026·5 min read
Read insight
AI Pilots
Transformation
AI Pilots in Demand, Decisions Still on Spreadsheets
Why the gap between AI adoption and operational intelligence is wider than most organisations admit — and how to measure it.
02 Mar 2026·7 min read
Read insight
Voices from the Field

What practitioners actually say.

"

AMI™ dashboards finally gave our leadership a shared definition of what success looks like. We moved from slide decks to real operational conversations within a quarter.

Chief Operating Officer — Regional Healthcare Group
"

MedStat Guide™ changed how our department approaches publication. The rule traces show exactly why a method was selected — reviewers can't question what they can fully see.

Associate Professor of Biostatistics — Medical University
"

PRISM™ is the first tool that teaches statistics the way I want my students to learn — by discovering patterns, not just applying formulas. The simulation engine is genuinely different.

Director of Analytics Education — Business School
Start a Conversation

Let's talk about what your analytics
could look like.

Whether you're scoping a pilot, assessing AI readiness, or building a research programme — tell us where you are and we'll show you where Ayati fits.

No sales pitch — a direct conversation about your problem and whether our tools fit.

Response within one business day. Every enquiry goes directly to a domain expert.

All conversations are private. We do not share enquiry details with third parties.