Ayati Analytics Studio

Analytics
that earns
its place.

Nine products. One integrated studio. Decision intelligence, marketing attribution, clinical research analytics, working capital intelligence, and latent-to-decision reasoning — all offline-first, all auditable by design.

Analytics dashboard
0
Integrated analytics products
0
Offline-first architecture
0
Sectors served
Black-box decisions
PREVUE™ RESERVE™ Cash Intelligence Working Capital OS Decision Intelligence AMI™ Offline-First Analytics MedStat Guide™ Clinical Research PRN™ AI Maturity Assessment AIMA™ Marketing Intelligence PRISM™ LEVITAN™ Decision OS Research Intelligence AURORA™ Auditability by Design PREVUE™ RESERVE™ Cash Intelligence Working Capital OS Decision Intelligence AMI™ Offline-First Analytics MedStat Guide™ Clinical Research
What We Build & Deliver

Seven 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.
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MedStat Guide™
Clinical Research Analytics & Publication Packages
Deterministic method selection with full rule traces. From raw data to submission-ready output with transparent mathematics.
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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.
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AIMA™
AI Readiness Assessment & Transformation Roadmaps
Capability heatmaps across strategy, governance, infrastructure, and talent. Gap analysis to Stabilise → Embed → Scale.
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PRISM™
Marketing Intelligence & Attribution
Unified attribution, MMM reconciliation, causal intelligence, and decision simulation. From raw marketing data to governed business action.
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LEVITAN™
Decision Intelligence OS & Causal Reasoning
SEM-powered latent construct modelling with a Bayesian scenario engine. Surfaces hidden drivers, validates causal relationships, and converts intelligence into governed action.
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Studio
Studio Partnership & Embedded Engagements
Project-based, retainer, or embedded studio partner. Every engagement is audit-ready and validated before handoff.
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The Ayati Ecosystem

Nine products. One studio.

Each product is a standalone module. Together they cover the full analytics lifecycle — from executive dashboards to marketing attribution to clinical research, working capital intelligence, and causal decision intelligence.

All products
AMI Decision Intelligence
01
Decision Framework
AMI™
Adaptive 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 Marketing Intelligence
05
Marketing Intelligence
PRISM™
Unified Marketing Intelligence & Decision System
Turns marketing data into causal truth, governed intelligence, and business action. Unifies attribution, MMM, decision simulation, and governance in one auditable platform.
MMM + MTAAttributionDecision OS
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™
LEVITAN™ Decision OS
07
Decision Intelligence OS
LEVITAN™
Latent-to-Decision Operating System
Surfaces hidden drivers, validates causal relationships, and converts intelligence into governed action. SEM + Bayesian engine across 40+ use cases in any domain.
SEM + Bayesian40+ Use CasesAutonomous Action
Explore LEVITAN™
PREVUE Cash Intelligence
08
Cash Intelligence
PREVUE™
Predictive Receivables & Expense Visibility
Turns scattered SME finance data into a forward-looking decision system. Cash crash prediction, payment-delay scoring, collection prioritisation, and scenario simulation in one control room.
Crash PredictionCollection QueueScenario Sim
Explore PREVUE™
RESERVE Working Capital Intelligence
09
Working Capital Intelligence
RESERVE™
Real-time Enterprise Stock, Earnings & Receivables
An operating system for working capital, not a passive BI layer. Combines stock discipline, earnings visibility, receivables timing, staffing efficiency, and channel economics into progressively activating capital control.
Inventory ControlCapital TrapChannel P&L
Explore RESERVE™
Enterprise Intelligence Suite

NEXUS™ — where AMI™, PREVUE™ & RESERVE™ connect.

Cash predictions inform capital decisions. Capital decisions inform commercial strategy. NEXUS is the unified operating layer that closes the loop across all three products.

Explore NEXUS™
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
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Students and Faculty
Researchers & Analysts
Plain-language explanations with method clarity
Outputs suitable for publications and dissertations
Causal reasoning tools for attribution and decision problems
Works without internet connectivity
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Enterprise Leaders
Enterprise Leaders
Scorecards and KPI trees with shared definitions
Root-cause exploration and scenario planning
AI maturity assessments with transformation roadmaps
Marketing attribution and causal decision intelligence
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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™ gave our marketing team a single source of causal truth. We finally understand which channels are genuinely driving demand — not just capturing it. Attribution has gone from a debate to a decision tool.

Chief Marketing Officer — Consumer Goods Group
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.