The problems we fixed, and what they returned.
Data, analytics and AI use cases. Each one starts with the problem, and ends with the return.
Pick a category to filter.

DataManufacturing · UloborusCase study
Stop retyping every challan, e-way bill and invoice
One set of records, from indent to invoice5.2×ROI in 11 months

DataAny company that reports KPIsUse case
Know where every KPI on the dashboard comes from
KPI traceability, from the number to the records3×Target ROI, 12 months

DataMid-market · AntviaUse case
Get 12 systems into one place without a data team
Every source landed and governed in weeks4.5×Target ROI, 12 months

DataFinanceUse case
Stop month-end close eating two weeks of spreadsheets
Finance pipelines, reconciled every day3.8×Target ROI, 12 months

DataCustomer service · MediaUse case
Make calls, images and video searchable
Unstructured data, ready to use3.5×Target ROI, 12 months

DataBFSI · DPDP ActUse case
Keep personal data in India and out of the wrong hands
Governance from the first pipeline3.2×Target ROI, 12 months

DataDistributionUse case
See live stock, orders and dispatch in one place
Real-time operations data from ERP and WMS4.0×Target ROI, 12 months

DataData productsUse case
Stop pipelines breaking every time a source changes
Data contracts and quality gates3.3×Target ROI, 12 months

DataManufacturingUse case
Bring every machine on the floor into one data store
Sensor and PLC data, ready for analysis4.6×Target ROI, 12 months

DataSaaSUse case
Stop paying for a warehouse nobody can query fast
Cloud warehouse tuned for speed and cost3.4×Target ROI, 12 months

AnalyticsB2B SaaSCase study
Know which customers will leave before the renewal
See churn coming before the renewal9.6×ROI in 12 months

AnalyticsFintech · Series CCase study
Get one answer from 240 dashboards nobody trusted
Fewer dashboards, clearer answers4.8×ROI in 6 months

AnalyticsAutomotiveCase study
Stop bad welds leaving the plant unchecked
Catch the bad weld before the body leavesEvery weldmeasured as it is made, not sampled

AnalyticsCNC machiningCase study
Stop tools breaking mid-run and scrapping parts
Change the tool before it breaks24 to 5tool breakages a year, before and after

AnalyticsRetailUse case
See every morning which stores lose money, and why
Store performance command centre5.0×Target ROI, 12 months

AnalyticsManufacturingUse case
Find where OEE is lost, by line and by shift
Live OEE and downtime analytics4.2×Target ROI, 12 months

AnalyticsMarketingUse case
Know which marketing spend actually brings revenue
Attribution you can defend to finance4.3×Target ROI, 12 months

AIRetail · APACCase study
Find margin leaks before the books close
A margin agent watching landed cost6.2×ROI in 9 months

AIPublic sectorUse case
Clear the citizen grievance backlog before it becomes a headline
A triage agent reading every grievance3×Target ROI, 12 months

AIPublic sectorUse case
Check scheme and permit applications in hours, not weeks
An agent checking every application file3×Target ROI, 12 months

AIPublic sectorUse case
Answer citizen questions in their own language, at any hour
A helpdesk agent for citizen services3×Target ROI, 12 months

AITrading · StockJarvisCase study
Stop analysts spending days writing up every backtest
Faster research and documentation15×ROI in 12 months

AITrading platformCase study
Let traders build a strategy without 1,000 dropdowns
Build a trading strategy by describing it1 sentenceto set both entry and exit

AIServicesUse case
Answer every inbound call, in Hindi, Marathi or English
Voice agent for call handling4.0×Target ROI, 12 months

AIInsuranceUse case
Clear the claims document backlog in hours, not days
A document agent reading every claim4.4×Target ROI, 12 months
Your problem next?Tell us what costs you money. We will show you the fix.At least 3× return within 12 months of delivery.