AI CONSULTING • AI PRODUCTS

We build the AI your enterprise actually runs.

Aurelia Innovatives takes enterprises from AI strategy to production systems, bridging the gap between legacy data and intelligent operations.

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Global Regions (SG, US, IN, ME)

Exclusive Enterprise Clients

100%

Production Focused Engineering

The AI Delivery Gap

Why enterprise AI fails to reach production.

Enterprises don't have an AI problem; they have an AI sprawl problem. Generic copilots demo well but fail on real workflows that demand governance and accuracy.

No Measurable ROI

89% of enterprises report no productivity impact from AI in three years because pilots never scale.

Fragmented Context

Models operating on raw tables make expensive mistakes. Without shared ontologies, AI is flying blind.

Lack of Governance

Compliance teams cannot sign off on autonomous agents without replayable audit trails and HitL controls.

Bespoke AI Engineering

The exact capabilities we deliver.

We deliver full-stack, production-grade AI systems tailored to enterprise constraints. No staff augmentation. Just outcomes.

AI Strategy & Readiness

Value mapping, prioritisation, and an execution-ready roadmap.

Agentic Systems & Automation

Governed multi-agent systems built around your actual workflows.

Custom ML & Data Eng.

Domain-specific models trained on your proprietary data pipelines.

Forward Deployed Eng.

Engineers embedded on-site who adapt and ship until the number moves.

Embedded AI Teams

Senior pods shipping with your stack, your rituals, and our discipline.

Model Fine-tuning

Adapters, alignment, and evaluation for highly specialized domain tasks.

AI-Native Modernization

Legacy systems mapped and modernized with AI at the core.

AI Architects

Fractional senior architects owning your reference architecture.

Platforms Born From The Field

What we rebuilt for clients, we productized.

We don't just consult — we run our own product line, refined on 340+ production deployments. Every platform started as a pattern we kept rebuilding for clients.

Flagship

Vibalitics

Aurelia's flagship data intelligence platform — real-time ingestion, signal scoring, and anomaly detection that turns raw enterprise data into decisions in milliseconds.

Platform

Zorat

The runtime for enterprise AI agents — build, orchestrate, and govern multi-agent systems with human-in-the-loop controls and audit trails regulators accept.

Platform

AI Business OS

A unifying operating layer connecting data, models, agents, and workflows into one governed system — so AI stops being a collection of pilots.

Methodology

AIDLC

SDLC got software to production. AIDLC gets AI there — eval gates, data versioning, model CI/CD, and drift operations, productized from 340+ deployments.

Capability

Ontology-Driven Data Intelligence

Maps raw schemas into governed, queryable business context every model and agent shares.

System

Actionable Data Intelligence

Data systems built not just to surface insights on a dashboard, but to autonomously take governed actions on data signals in real-time.

How We Operate

Elite delivery models for hard problems.

We do not ship requirements documents that age into fiction. The working system is the requirements document.

In The Field

Forward Deployed Engineering (FDE)

Our engineers embed with your operating teams, deploy platforms against live data in week one, and iterate on-site until the metric moves.

In Your Org

Embedded AI Teams

Senior AI pods embedded inside your organization—shipping with your stack, your rituals, and our rigorous AIDLC discipline.

At The Helm

AI Architects as a Service

Fractional principal architects who own your reference architecture, chair design reviews, and keep vendors honest.

The Enterprise Stack

The exact technologies we support.

We build on the platforms your enterprise already trusts, bringing modern AI to legacy estates securely.

OpenAI

Anthropic

Hugging Face

LangChain

Python

Databricks

Snowflake

Neo4j

AWS

Azure

Google Cloud

NVIDIA

PyTorch

Docker

Kubernetes

World-Class Talent. Global Impact.

Headquartered in Nasik, deploying globally.

Aurelia Innovatives was founded on a simple premise: enterprise software fails at the last mile. We built the team to cross it.

Founder / Principal

Mayur Patil

Leading forward deployed engineering and architecture across global enterprise deployments.

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Founder / Principal

Mohini Patil

Driving strategic operations, capability scaling, and embedded AI team delivery.

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Nasik, India

Our global headquarters, powering engineering pods deployed across Singapore, US, and the Middle East.

Results, Not Slideware

Three engagements. Measured outcomes.

Every Aurelia case study ends in a number leadership can hold us to.

Real-time fraud triage at authorization speed

Replaced batch fraud review with Vibalitics signal scoring at transaction time for a leading Indian payments processor.

63%

fewer false positives

14ms

p99 scoring latency

Prior authorization from days to hours

Zorat agents assemble clinical evidence packets for a US healthcare technology company, with clinician sign-off on every submission.

78%

faster turnaround

91%

approved on first submission

Demand forecasting that survived festival season

Hierarchical demand models tuned to Indian seasonality for an omnichannel retail chain (400+ stores).

28%

MAPE reduction

34%

less markdown exposure

Next steps

Let's discuss your AI roadmap.

If your enterprise needs a clear path to production, we should talk.

Book a strategy sprint Read the AIDLC playbook

Engineering elite AI systems with ❤️ from India 🇮🇳