AI-first, by design

Enterprise data and insurance software, built AI-first from the schema up.

M1 Solutions designs master data platforms and insurance-specific AI applications for enterprises that can't compromise on privacy. Every product starts with a single question: what would this look like if AI were part of the architecture, not bolted on after?

Why AI-first

Most enterprise software adds AI on top. We start there.

Architecture

AI in the data layer

Entity resolution, matching, and record quality are handled by models trained for the job, not by rules engines patched over decades of schema drift.

Domain

Built for insurance, not adapted to it

Our applications speak the language of policies, claims, and rating plans natively, so implementation time goes into your book of business, not translation.

Privacy

Your data stays yours

Every product deploys inside your environment or a dedicated tenant. No shared models, no pooled training data, no exceptions.

Products

Two products. One standard for data integrity.

Master Data Management

M1 Unify

An AI-driven MDM platform that resolves customer, policy, and party records across core systems into a single governed record — without a multi-year implementation.

  • Machine-learned entity matching and survivorship
  • Lightweight footprint — no rip-and-replace of core systems

See M1 Unify

Insurance AI Applications

M1 Assure

A suite of AI applications purpose-built for P&C and specialty insurers — underwriting triage, claims intake, and rating support — deployed with complete data privacy.

  • Private, single-tenant deployment — your data never leaves your environment
  • Pre-built for Guidewire, Majesco, and OIPA-based cores

See M1 Assure

Services

Data & AI consulting for the platforms enterprises already run on.

Independent advisory and hands-on delivery across Microsoft Fabric, Databricks, and Snowflake — from architecture through production AI workloads.

Microsoft Fabric

Lakehouse & OneLake strategy

Architecture, migration, and governance for enterprises standardizing on Fabric.

Databricks

ML & AI platform engineering

Model development, MLOps, and Unity Catalog governance built to scale.

Snowflake

Data cloud & Cortex AI

Warehouse modernization, cost governance, and native AI enablement.

See all services

01

Single-tenant by default

No product runs on shared infrastructure or pooled model training.

02

Insurance-grade governance

Built to the audit and lineage standards P&C and specialty carriers require.

03

Deploy where your data lives

Cloud, private cloud, or on-prem — the architecture doesn't force a move.

Let's talk about what "AI-first" means for your book of business.

A short conversation is usually enough to tell whether M1 Unify, M1 Assure, or a consulting engagement is the right starting point.

Talk to us