Your operation runs on a dozen systems. None of them talk to each other.

Data Mosaiq connects your siloed operational data, normalizes it using location as the common key, and surfaces intelligence to your team and your AI agents — built for MCP on day one. Your operation becomes AI-ready without changing how your teams already work.

Request Early Access See how it works

The Problem

Operational blind spots cost you every decision you make.

📊

Your financial data doesn't know your operational data.

Revenue, costs, and capacity live in separate systems — and AI can’t see any of it. By the time someone manually cross-references them, the moment to act has passed.
🛠️

The pattern that predicts the problem is buried.

Maintenance logs, incident reports, and operational data sit in silos no one has time to reconcile — until something breaks.
🔗

Every vendor lock means another disconnected silo.

Each new system your team adopts adds another island of data. The intelligence you need exists — it's just scattered across tools that don't speak the same language.

How It Works

One platform. Two ways to access the intelligence.

Data Mosaiq connects to the systems you already use, normalizes everything using location as the common thread, and surfaces insights to your team and your AI tools — from one build.

Step 01

Connect Your Data Sources

Operations, finance, maintenance, IoT, CRM, incident management, external signals. We build and maintain the adapters — you keep using the tools your teams already know.

Any system, any vertical

Step 02

Normalize & Geo-Join Everything

Location becomes the common key that links records across every vendor system — no fragile internal IDs, no manual reconciliation.

Operational Intelligence Engine

Step 03

Surface the Right Intelligence

Your operations team gets a governed portal. Your AI agents connect via the MCP layer. You define the rules and thresholds; the system flags what matters. AI advises. Humans decide.

Operator Portal + MCP Layer

Why It Matters

From reactive to proactive — across every department.

Real-time

Unified operational picture

Every department sees the same normalized data, live — not last night's export from three different spreadsheets in three different formats.

Proactive

Anomalies caught before clients notice

Your rules, your thresholds. Predictive pattern detection surfaces what's about to go wrong — not just what already has. Your team stays in command of every decision.

AI-ready

Built for the next wave of tools

When your team asks an AI agent an operational question, Data Mosaiq is already the MCP layer those agents connect to — normalized, spatial, and live. Built for AI on day one, not retrofitted later.

Integrations

Works with the systems you already run on.

We build the connectors so your team doesn't change how they work today. Operational systems, external data sources, real-time feeds — all normalized into one intelligence layer.

ERP & Finance Systems CRM Platforms Operational Databases Maintenance & CMMS IoT & Sensor Feeds Incident Management Weather & External APIs Property Management Systems HR & Scheduling Tools Custom Data Sources

Any system your team already uses — we build the connector