Malya Insight · Power BI App

Your Power BI reports, now answering questions

Insight is an AI analyst that lives inside your Power BI reports. Anyone can ask a question in plain English — it queries your own data warehouse with read-only SQL and answers with real numbers and charts. Signed in with the Microsoft accounts your team already has.

Your data never leaves your warehouseMicrosoft Entra SSO
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Operations Review — Power BI
Revenue MTD
$4.82M
▲ 6.1% vs plan
Margin by region
Gulf Coast
Permian
Midwest
Northeast
Malya Insightread-only · SSO
Why did March margin drop in the Gulf Coast region?
Gulf Coast margin fell 3.4 pts in March, driven by Subsea Services: input costs rose 11% while billed rates stayed flat. The other four product lines were within 0.5 pts of February.
Margin bridge · Feb → Mar (Gulf Coast)
Feb
Rates
Costs
Mix
Mar
Grounded in 2 warehouse queries · view SQL
Ask about this report…
Project IntelligenceRefreshed 6:00 AM
Schedule Health
92%
Cost Variance
-1.8%
Slip Risk Items
7
Installed quantities by week
W1W2W3W4W5W6W7
Top slip-risk activities
A-1240 · Underground piping82%
A-0980 · Steel erection area C54%
A-1510 · Cable pull bldg 447%
Flagged weeks before the monthly report
1
IT approves once
One admin-consent click — your Microsoft tenant, your control
2
Connect read-only
A warehouse account you create and scope; credential vaulted
3
Upload the TMDL
The report’s semantic model — schema only, no data rows
4
Just ask
Users drop the visual into reports and ask in plain English

An analyst in every report, not another dashboard

The questions your team asks in meetings — answered from your live data, inside the report they already use.

Understands how your report is wired

Drop in your report’s TMDL export and the AI learns every table, relationship, and measure — schema only, never your data rows. It answers in your report’s own language: your measures, your hierarchies, your terminology.

Answers grounded in your warehouse

No hallucinated numbers. The AI writes read-only SQL, runs it against your Databricks SQL or SQL Server warehouse, checks the results, and iterates until the answer is backed by a real query — then shows its work.

Charts, not just chat

Answers come back as numbers, tables, and charts rendered right inside the report — follow-up questions keep the context, so “now break that down by region” just works.

Enterprise security by design

Users sign in with their existing Microsoft accounts — no new passwords. Your IT approves the app once, gates access with your own security group, and can revoke anyone instantly. Every request is checked and audited.

Built for enterprise IT

Designed to pass your security review

Insight was architected for companies where the security questionnaire comes before the demo. Identity rides on your own Microsoft Entra tenant, access is deny-by-default, and your data is never copied out of your warehouse.

Your data stays in your warehouse — query results are processed in memory and never stored by Malya
Read-only access through a service account you create and scope — the AI cannot write, alter, or grant
Microsoft Entra SSO — per-user, hour-lived tokens; nothing shipped inside the visual to steal
Deny-by-default access checked on every request — revocation is immediate
Warehouse credentials encrypted in a vault, never visible to any client
The AI never trains on your data; a full architecture & security document is available for IT review

Who Insight is for

Executives & report consumers

Stop waiting on an analyst for every follow-up. Ask the report directly and get a grounded answer in seconds.

BI & analytics teams

Cut the ad-hoc request queue. The semantic model you already maintain becomes the AI’s brain — no extra modeling.

IT & security teams

Entra SSO, your security groups, read-only access, immediate revocation, and full audit — with documentation ready for review.

Pricing that fits your reports

Quote-based — sized to your report count, connections, and usage. Every plan includes:

The Insight visual + admin console
Entra SSO and per-user access control
Encrypted warehouse connections (read-only)
Onboarding with your IT and BI teams
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See it on your report

Bring one Power BI report to the demo — we'll wire it up and let you interrogate your own data before you commit.

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AI Chat for Power BI Reports — Frequently Asked Questions

The answers below are the same text Google sees in our FAQ schema.

Malya Insight is a Power BI custom visual that adds an AI analyst to your reports. You drop the visual into a report, provide its semantic model (a TMDL export — tables, relationships, and measures, no data rows), and report users ask questions in plain English. The AI writes read-only SQL, runs it against your own data warehouse, and answers with real numbers and charts — grounded in your live data, not a guess.