Solutions
One platform, every team that touches data
One rollout serves everyone: the engineer, the analyst, the steward and the operator work in the same conversation — each at their own depth, all on governed, verified data.
By team
Built for how your team already works
Data engineering
Clear the request queue instead of living in it. The ad-hoc asks that eat your sprints — extracts, joins, “can you just pull…” — answer themselves, governed, while you keep pipelines, lineage and published APIs under one roof.
›What breaks if I drop customer_id from staging?
Analytics & BI
Question to verified answer to shared dashboard in one thread — no SQL required, and the SQL is always there for the moment someone asks “where did this number come from?”
›Plot monthly volume by region — then make it a dashboard.
Governance & compliance
Prove control without slowing the business: continuous PII scanning, classification and policy enforcement with dry-runs — and when a mask is the fix, Kaarvi applies it, previewed and approved first. Every report number carries a receipt your auditors can follow.
›Scan the customer tables for PII.
Business teams
Stop waiting in the analyst queue — ask the data directly, in words. Kaarvi answers with charts and plain-language findings, and nothing changes without your confirmation.
›Why did rejects spike in March?
By industry
Tuned to the data your sector produces
Kaarvi already speaks your sector’s language — visualizations, vocabulary and checks tuned to the data your operation actually produces, useful from the first dataset you load. And the professions compose: say “be my O&G legal advisor” and the thread works as that professional — an energy lawyer’s questions, thresholds and vocabulary — until you drop the lens. Wearing one never changes what you’re permitted to see.
Oil & Gas
Pipeline-integrity decisions on inspection data you can trust: ILI runs, sensor series and asset hierarchies understood natively, anomalies surfaced before they set the dig program — with industry-tuned visualizations out of the box.
Finance
Close the books without the hunt: reconciliation breaks found across ledgers before they hit the close, and budget-vs-actual variance decomposed so the review starts with answers, not questions.
Manufacturing
Find the line that is bleeding OEE before month-end does: quality, throughput and downtime profiled and forecast at line level, with root-cause analysis the moment a metric moves.
Legal
Keep matter and document data defensible — classification, retention policies and access control with a complete audit trail, so you walk into discovery and audit prepared, not scrambling.
Sales & Marketing
Walk into the forecast call with pipeline that built itself: website visits and lead-form fills become scored leads — in your Zoho CRM, or living entirely in Kaarvi — and outreach drafts from verified facts, sends through your own email only on your release, every send accounted for in a receipt ledger you can open.
Retail
Catch the stock-out before the weekend does: demand forecast from your own sales and inventory data, anomalies flagged early, live metrics your other systems consume.