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Our work

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.
Process plant stores with tall racking
DataManufacturing · UloborusCase study

Stop retyping every challan, e-way bill and invoice

One set of records, from indent to invoice
5.2×ROI in 11 months
Neatly organised records
DataAny company that reports KPIsUse case

Know where every KPI on the dashboard comes from

KPI traceability, from the number to the records
3×Target ROI, 12 months
Close-up of server drives
DataMid-market · AntviaUse case

Get 12 systems into one place without a data team

Every source landed and governed in weeks
4.5×Target ROI, 12 months
A calculator over an invoice
DataFinanceUse case

Stop month-end close eating two weeks of spreadsheets

Finance pipelines, reconciled every day
3.8×Target ROI, 12 months
Call-centre agents wearing headsets
DataCustomer service · MediaUse case

Make calls, images and video searchable

Unstructured data, ready to use
3.5×Target ROI, 12 months
Servers in a data centre
DataBFSI · DPDP ActUse case

Keep personal data in India and out of the wrong hands

Governance from the first pipeline
3.2×Target ROI, 12 months
Warehouse operations
DataDistributionUse case

See live stock, orders and dispatch in one place

Real-time operations data from ERP and WMS
4.0×Target ROI, 12 months
Data pipeline hardware
DataData productsUse case

Stop pipelines breaking every time a source changes

Data contracts and quality gates
3.3×Target ROI, 12 months
A yellow robot arm on a line
DataManufacturingUse case

Bring every machine on the floor into one data store

Sensor and PLC data, ready for analysis
4.6×Target ROI, 12 months
Server aisle
DataSaaSUse case

Stop paying for a warehouse nobody can query fast

Cloud warehouse tuned for speed and cost
3.4×Target ROI, 12 months
A hand on a laptop beside printed charts
AnalyticsB2B SaaSCase study

Know which customers will leave before the renewal

See churn coming before the renewal
9.6×ROI in 12 months
A laptop showing an analytics dashboard
AnalyticsFintech · Series CCase study

Get one answer from 240 dashboards nobody trusted

Fewer dashboards, clearer answers
4.8×ROI in 6 months
Robots assembling a car body
AnalyticsAutomotiveCase study

Stop bad welds leaving the plant unchecked

Catch the bad weld before the body leaves
Every weldmeasured as it is made, not sampled
A laser cutting machine in a workshop
AnalyticsCNC machiningCase study

Stop tools breaking mid-run and scrapping parts

Change the tool before it breaks
24 to 5tool breakages a year, before and after
A grocer arranging fruit
AnalyticsRetailUse case

See every morning which stores lose money, and why

Store performance command centre
5.0×Target ROI, 12 months
A production line
AnalyticsManufacturingUse case

Find where OEE is lost, by line and by shift

Live OEE and downtime analytics
4.2×Target ROI, 12 months
Marketing performance reports
AnalyticsMarketingUse case

Know which marketing spend actually brings revenue

Attribution you can defend to finance
4.3×Target ROI, 12 months
Stocked grocery store aisle
AIRetail · APACCase study

Find margin leaks before the books close

A margin agent watching landed cost
6.2×ROI in 9 months
A person being helped at a service counter
AIPublic sectorUse case

Clear the citizen grievance backlog before it becomes a headline

A triage agent reading every grievance
3×Target ROI, 12 months
A hand with a pen over an application form
AIPublic sectorUse case

Check scheme and permit applications in hours, not weeks

An agent checking every application file
3×Target ROI, 12 months
A woman reading her phone
AIPublic sectorUse case

Answer citizen questions in their own language, at any hour

A helpdesk agent for citizen services
3×Target ROI, 12 months
A tablet showing trading charts
AITrading · StockJarvisCase study

Stop analysts spending days writing up every backtest

Faster research and documentation
15×ROI in 12 months
A trading chart
AITrading platformCase study

Let traders build a strategy without 1,000 dropdowns

Build a trading strategy by describing it
1 sentenceto set both entry and exit
A headset on a desk
AIServicesUse case

Answer every inbound call, in Hindi, Marathi or English

Voice agent for call handling
4.0×Target ROI, 12 months
Claims documents on a desk
AIInsuranceUse case

Clear the claims document backlog in hours, not days

A document agent reading every claim
4.4×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.