Solutions/Data Analytics

Live today

Data Analytics

Upload any dataset, ask in plain language, and get an evidence-backed answer with every claim cited to its source — the universal pack under every other solution.

Start your free pilot Already a customer? Open Data Analytics →

For: CFO · FP&A · Finance Analyst · Business Analyst

What it does

The universal analytics pack that underpins every other solution — and stands alone for ad-hoc questions on any dataset.

+CSV + XLSX (multi-sheet, banner-tolerant) + locale-aware number formats (comma, period, and grouped separators)
+Multi-file schema-union OR key-join, auto-detected with reconciliation
+Deterministic contract executor with calculation ledger on every claim
+Presentation pack: scorecard, variance bridge, scenario donut, action plan, narrative
+Forecast extrapolator + scenario engine for what-if and trend

What an answer looks like

Every answer carries its source and a confidence you can challenge.

Question	Answer	Source	Confidence
Top spend concentration?	Top 5 vendors = 61% of spend	vendor_spend.csv	High
Any duplicate payments?	3 candidates, 84,200 total	AP_ledger join	Medium
Spend trend QoQ?	+12% vs prior quarter	GL period roll-up	High

Top spend concentration?

High

Answer: Top 5 vendors = 61% of spend
Source: vendor_spend.csv

Any duplicate payments?

Medium

Answer: 3 candidates, 84,200 total
Source: AP_ledger join

Spend trend QoQ?

High

Answer: +12% vs prior quarter
Source: GL period roll-up

Indicative pattern. Hover any figure in-app to see its formula and source rows.

Proof

Deterministic contracts on every claim; 200+ tests green

One spine, every function

Data Analytics shares its data model, glossary, calculation ledger and presentation pack with every other AutoKarya solution. Adopt the next one in a week — no new integration project.

Costing & Variance →Audit Suite →Fraud & Forensic →Finance →

Bring one slice of your business.
Walk out with the diagnostic.

Free pilot · no credit card · two weeks. Your data, your function, the calculation ledger to keep.

Start your free pilot Compare with what you have today →

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Solutions/Data Analytics

Live today

Data Analytics

Upload any dataset, ask in plain language, and get an evidence-backed answer with every claim cited to its source — the universal pack under every other solution.

Start your free pilot Already a customer? Open Data Analytics →

For: CFO · FP&A · Finance Analyst · Business Analyst

What it does

The universal analytics pack that underpins every other solution — and stands alone for ad-hoc questions on any dataset.

+CSV + XLSX (multi-sheet, banner-tolerant) + locale-aware number formats (comma, period, and grouped separators)
+Multi-file schema-union OR key-join, auto-detected with reconciliation
+Deterministic contract executor with calculation ledger on every claim
+Presentation pack: scorecard, variance bridge, scenario donut, action plan, narrative
+Forecast extrapolator + scenario engine for what-if and trend

What an answer looks like

Every answer carries its source and a confidence you can challenge.

Question	Answer	Source	Confidence
Top spend concentration?	Top 5 vendors = 61% of spend	vendor_spend.csv	High
Any duplicate payments?	3 candidates, 84,200 total	AP_ledger join	Medium
Spend trend QoQ?	+12% vs prior quarter	GL period roll-up	High

Top spend concentration?

High

Answer: Top 5 vendors = 61% of spend
Source: vendor_spend.csv

Any duplicate payments?

Medium

Answer: 3 candidates, 84,200 total
Source: AP_ledger join

Spend trend QoQ?

High

Answer: +12% vs prior quarter
Source: GL period roll-up

Indicative pattern. Hover any figure in-app to see its formula and source rows.

Proof

Deterministic contracts on every claim; 200+ tests green

One spine, every function

Data Analytics shares its data model, glossary, calculation ledger and presentation pack with every other AutoKarya solution. Adopt the next one in a week — no new integration project.

Costing & Variance →Audit Suite →Fraud & Forensic →Finance →

Bring one slice of your business.
Walk out with the diagnostic.

Free pilot · no credit card · two weeks. Your data, your function, the calculation ledger to keep.

Start your free pilot Compare with what you have today →

Data Analytics

The universal analytics pack that underpins every other solution — and stands alone for ad-hoc questions on any dataset.

Every answer carries its source and a confidence you can challenge.

Bring one slice of your business.Walk out with the diagnostic.

Data Analytics

The universal analytics pack that underpins every other solution — and stands alone for ad-hoc questions on any dataset.

Every answer carries its source and a confidence you can challenge.

Bring one slice of your business.Walk out with the diagnostic.

Bring one slice of your business.
Walk out with the diagnostic.

Bring one slice of your business.
Walk out with the diagnostic.