Custom-Built AI Harnesses
Our expertise, built into AI
Anyone can point AI at their data. Our custom-built AI harnesses give it what it is missing: the playbooks, business rules, tested scripts and checks our senior consultants use every day on Microsoft Fabric, Power BI and Qlik. Work that took weeks takes days, and it is right the first time. They work with most AI subscriptions.
Not a Generic AI Tool
A general AI assistant knows a little about everything and nothing about how your platform should be built. A harness is our tested playbooks, tools and checks that guide AI step by step. Each one carries the expertise of the consultants who deliver that platform for our clients, so AI works the way they do, not the way a search engine does. And they work with most AI subscriptions, so you can usually use the one you already have.
Our best practice
How our senior consultants design, build and document each platform, applied the same way every time.
Your glossary and data dictionary
We build a dedicated business glossary and data dictionary for your data, so AI uses your definitions and never guesses what a number or a field means.
Tested scripts and connections
Patterns and connections already proven in production, so nothing is written from scratch.
Checks at every step
Built in validation and sign off points that catch problems before they reach you.
Our Harnesses
Five harnesses, each built for a platform we know well. Choose the one you need, or let them work together.
Microsoft Fabric
Map, design, validate and build your Fabric platform with 25 years of data platform expertise built in.
Data Lineage
Trace every measure in Qlik or Power BI back to its source, and document it in hours instead of weeks.
Power BI
Design and build semantic models, measures and reports to our standards, checked against your numbers.
Qlik Cloud
Read, build and troubleshoot Qlik Cloud apps the way an experienced Qlik developer would.
Qlik On-Premise
The same Qlik expertise for Qlik Sense Enterprise, running inside your own network.
How They Work Together
Most engagements start with lineage. What it finds becomes the design, the design becomes the build, and every step is signed off.
- 1Lineage
- 2Glossary and dictionary
- 3Design
- 4Validation
- 5Build
- 6Reports
Start with lineage
The Data Lineage harness maps every measure you have today and the business glossary behind it.
Build the foundation
The Fabric harness designs and builds your medallion layers from that lineage.
Deliver the reports
The Power BI harness builds the models and reports on top, checked against your current numbers.
Staying on Qlik? Our Qlik Cloud and Qlik On-Premise harnesses use the same lineage and glossary.
Safe on Your Data
Speed never comes at the cost of control. The same strict rules apply on every engagement.
Only with your permission
The harness is never connected to your environment unless you have agreed to it.
Your access rules
It works under the consultant’s own access rights, so it can only see and do what that person is already allowed to.
Reviewed before production
Nothing reaches production until a consultant has reviewed it, and it can run read only when you only need analysis.
Inside your network
When your data can’t leave your network, the harness can run on a local instance inside it, within your data processing standards.
What You Get
The results we see on our own engagements.
About 70% faster on Fabric
Fabric development time cut by about 70%, so value arrives months sooner.
Hours, not weeks
Lineage that took a week or more for a single environment is produced in hours.
One set of rules
Everyone works from the same harness and glossary, so the same rules give the same numbers.
Senior expertise every time
Our most experienced consultants’ knowledge is in every engagement, whoever is on your team.
Custom-Built AI Harnesses: Our Approach
Discover
We look at your platforms and goals, agree which harnesses fit, and connect them only with your permission.
Transform
We deliver in stages with the harnesses doing the repetitive work, and your team signing off the design and the numbers.
Enable
We hand over the documentation the harnesses produced and train your team through Data & AI Fluency.
Our expertise, built into AI, working on your platform.
Let’s Connect
Schedule a Call
Book a call with a senior consultant to see which of our harnesses fits your data platform.