Data & AI Consulting for Growing Businesses

Turn Your Business Data Into an AI-Ready Advantage

We help growing businesses connect their data, modernize their cloud data platform, and prepare for AI — starting with a focused assessment, not a big upfront commitment.

Start a Data & AI Assessment See What We Can Build

The Problem

Is Your Data Holding Back Your Business?

If any of this sounds familiar, you're not alone — and it's fixable without a massive up-front project.

Data lives in too many systems

POS, ERP, CRM, e-commerce, and spreadsheets that don't talk to each other.

Reporting takes too much manual effort

Someone is stitching together exports by hand instead of running the business.

Teams don't trust the numbers

Two departments, two reports, two different answers to the same question.

Cloud platforms are difficult to maintain

You migrated to the cloud, but nobody in-house can keep it running smoothly.

AI initiatives are blocked by poor data

You want to use AI, but the underlying data isn't clean or connected enough yet.

Not enough data engineering capacity

Your team is stretched thin, and data work keeps sliding down the priority list.

The Solution

From Fragmented Data to a Trusted AI-Ready Platform

This is the medallion architecture pattern, explained in plain language — raw data becomes progressively cleaner and more trustworthy as it moves through the platform.

Sources

POS, ERP, CRM, e-commerce, files

Integration

Systems connected and kept in sync

Bronze

Raw data lands safely, nothing lost

Silver

Cleaned, validated, standardized

Gold

One set of trusted business metrics

Analytics & AI

Dashboards, reporting, AI applications

Our Primary Service

Data & AI Readiness Assessment

A low-risk way to start working with us — no commitment to a large implementation. A fixed-scope engagement with tangible deliverables, not a sales pitch.

What we evaluate

Data sources
Data architecture
Integration
Data quality
Governance
Cloud readiness
Analytics
AI readiness

What you receive

Current-state assessment
Data source inventory
Architecture recommendations
Target-state architecture
Priority roadmap
AI opportunity assessment
Recommended next steps

Fixed-scope engagement. Start with a focused assessment before committing to a larger implementation.

Start Your Assessment

How We Work

Assess. Architect. Prototype. Implement.

A practical, low-risk path from first conversation to production — you decide how far to go, and when.

Assess

Understand your current data environment, systems, and biggest problems.

Architect

Design the right cloud data platform for where your business is headed.

Prototype

Prove the solution with a small, focused, working prototype — not a slide deck.

Implement

Build and operate the production platform when you're ready to scale.

What We Can Build

From connected data to an AI-ready platform

Not fake case studies — this is what we're capable of delivering, end to end, for a growing business.

Cloud Data Platforms

Azure and AWS modern data platforms using lakehouse and warehouse architecture.

See platform architecture

Data Integration

Connect POS, ERP, CRM, APIs, databases, files, and SaaS applications into one place.

See integration patterns

Medallion Architecture

Bronze, Silver, and Gold data layers designed for scalable analytics and AI.

See the data flow

Data Warehousing & Lakehouse

Modern analytical platforms designed around a single set of trusted business data.

See Databricks AI

Data Governance

Data quality, metadata, lineage, security, ownership, and trusted business definitions.

See our governance approach

AI-Ready Data

Prepare enterprise data for RAG, AI assistants, agents, and everyday analytics.

See AI applications

AI Applications & Agents

Practical AI-powered applications and agents built on top of trusted enterprise data.

See AI agents

Our Work

Representative experience and sample solutions

One real client engagement, plus reference architectures showing how we'd approach common data problems — clearly labeled either way.

RetailSample solution

Unified Data Platform for a Multi-Location Retailer

A reference architecture for consolidating siloed POS, inventory, and e-commerce systems into a single governed cloud data platform.

RetailReal client work

A Multi-Store Retail Platform for a Specialty Grocer

Built Aghdas Market's online storefront on DNOVA™, Data Novera's own multi-store retail platform, taking it from kickoff to a ~2,000-SKU catalog in about five weeks.

FinanceSample solution