Data warehouses.
Built for AI.

When systems are disconnected and reports disagree, we help turn the data into consistent reporting, self-service analysis, and conversational BI. Our consultants design and implement the warehouses, integration, and shared semantic models behind those capabilities.

Bring us a platform change, a difficult data source, or reporting that no longer meets your needs. We can review the architecture, deliver a focused improvement, or work alongside your team.

Explore consulting packages See the Survey example
Connect / Bring systems together

Connect your data.
Keep its history.

We connect changing systems and preserve history in a shared foundation for reporting and AI.

WHEN TO BRING US IN

Start with what needs to change.

Connect changing
systems.

Onboard new sources, connect business records, and retain history as your systems evolve.

Data engineering & automation

Get reports
to agree.

Replace conflicting calculations with shared definitions that Power BI and Excel can reuse.

BI & semantic modeling

Modernize with
a practical plan.

Assess platform options, choose a useful first deliverable, and plan how to move from your current environment.

Architecture & modernization
Explore our expertise and typical outputs

OUR ARCHITECTURE IN PRACTICE

From source records to shared answers.

Four modeling layers organize data for reuse. Follow each one in our Survey implementation.

  1. 01 Bronze / ODS

    Source structures.

    Capture source data in typed operational structures with keys and load metadata.

    See the Survey source tables

  2. 02 Silver / Data Vault

    Entities & history.

    Hubs, links, and satellites separate business keys, relationships, and history.

    See the Survey Data Vault

  3. 03 Gold / Star schemas

    Facts & dimensions.

    Facts define what you measure; conformed dimensions provide context shared across business processes.

    See the Survey star schemas

  4. 04 Semantic / Models

    Business meaning.

    Business names, relationships, and measures give reports, self-service BI, and AI a common meaning.

    See shared models & agents
See the complete Survey implementation When does this architecture fit?

CONSULTING SUPPORT

Choose how we can help.

Get architecture and implementation support on your chosen platform, including WhereScape customizations when they fit your approach.

We agree the scope and responsibilities with your team, from a focused task to longer-term delivery.

Our credentials

Certified expertise.

CDVP2 Certified Data Vault Practitioner badge
Certified Data Vault
Practitioners
Microsoft Certified Azure Solutions Architect Expert badge
Microsoft-certified
Azure Solutions Architect Experts
Microsoft Certified Solutions Developer (MCSD) badge
Microsoft-certified
Solution Developers
WhereScape Certified badge: Build, Deploy, Manage — Approved
Certified WhereScape
Partner

LET’S FIND YOUR NEXT STEP

What could we build together?

Bring your challenge. We’ll bring a team ready to understand it.

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