Logistics

Predictive operations cut downtime by 35%

Reactive maintenance and blind routing were costing millions. We made operations anticipatory.

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Predictive operations cut downtime by 35%

−35%

unplanned downtime

+22%

on-time delivery

$8M

annual savings

The challenge

Fleet and warehouse equipment failed without warning and routing couldn't adapt to disruption, driving costly delays.

Our solution

We connected IoT telemetry into a streaming platform, built predictive-maintenance models and a routing engine that re-plans in real time around disruptions.

“We went from firefighting to forecasting. The savings paid for the program in months.”

— Director of Operations

Technologies used

PythonKafkaAWS IoTPyTorchGrafana

More work

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FinTech

Re-architected for 40% more throughput — and two acquisitions

A legacy monolith couldn't keep pace with cross-border volume. We re-architected the core for elastic scale.

+40%

platform throughput

downtime during migration

competitors acquired within 18 months

Healthcare

HIPAA-compliant AI cut triage time by 63%

Clinicians were drowning in unstructured records. We built compliant AI that reads and routes them in seconds.

−63%

time to triage

hospitals onboarded

New

licensed analytics revenue line

Retail

A data mesh that lifted conversion 28%

Siloed data blocked any unified view of the customer. We unified it and turned it into a moat.

+28%

conversion from personalization

Real-time

unified customer profile

category leader within a year

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