SOFTWARE CONSULTING & PRODUCT ENGINEERING

Shurwar means beginning.
We build the systems everything else runs on.

A software consultancy working across modern cloud, data and AI stacks — plus an in-house engineering group building our own products for the automobile and agriculture industries, backed by a dedicated R&D lab.

11 yrsin production systems
60+engagements delivered
2proprietary product lines
24/7operate & support
FIG.01 — TORQUE / YIELD
WHAT WE DO

Three practices, one engineering discipline.

Consulting funds the work. Products prove it can survive contact with the real world. R&D keeps both from going stale.

A

Consulting

We embed with your team to design, build and ship software on current cloud, data and AI stacks — from the first architecture sketch to the system running in production.

B

Our own products

Two product lines we design, own and operate ourselves: VaahanOS for vehicle fleets and OEMs, and KhetOS for farm equipment and agri-cooperatives.

C

R&D lab

A small applied-research group testing computer vision, predictive maintenance and edge inference against real vehicles and real fields before it ever reaches a client roadmap.

CONSULTING PRACTICE

Software engineering on the stack you actually run.

We're deliberately stack-current — teams rotate through new tooling constantly so recommendations come from production experience, not a slide deck.

01 / PLATFORM

Cloud & platform engineering

Architecture, infrastructure-as-code, container platforms and CI/CD for teams scaling past their first deploy pipeline.

AWS · GCP
Kubernetes · Terraform
02 / AI & ML

Applied AI & ML integration

LLM-backed features, retrieval pipelines, model fine-tuning and the unglamorous evaluation harnesses that keep them honest in production.

PyTorch · Ray
Vector search
03 / DATA

Data engineering & pipelines

Streaming and batch pipelines, warehouse design and the telemetry backbone that later feeds analytics and ML.

Kafka · Spark
dbt · Postgres
04 / PRODUCT

Product & platform build

Web, mobile and embedded application development, from a first working prototype through to a maintained, versioned release.

React · Next.js
Go · Rust · Swift
05 / MODERNISATION

Legacy modernisation

Untangling monoliths, retiring unsupported frameworks and migrating systems without stopping the business that depends on them.

Strangler-fig
migration patterns
TypeScriptPythonGoRust KubernetesTerraformKafka PyTorchPostgresgRPC AWS / GCPEdge & embedded Linux
OUR PRODUCTS

Two industries we build for ourselves, not just for clients.

Automobiles and agriculture share the same hard problem: expensive machinery, unreliable connectivity, and operators who need answers, not dashboards. We build the software layer for both.

PRODUCT 01 — AUTOMOBILE

VaahanOS

Fleet intelligence and embedded diagnostics for OEMs, fleet operators and workshops — reading the vehicle's own signals instead of guessing from a service log.

CAN BUS → TELEMETRY

FOR OEMS · FLEET OPERATORS · WORKSHOPS

VaahanOS reads directly from a vehicle's onboard systems and turns raw signal data into maintenance decisions — before a breakdown, not after one.

Predictive maintenanceFlags components trending toward failure using live sensor and usage data.
Fleet dashboardLive location, utilisation and health across every vehicle in one view.
OBD-II & CAN bus nativeReads standard and manufacturer-specific vehicle protocols directly.
Workshop routingAuto-schedules service based on real fault codes, not fixed intervals.
PRODUCT 02 — AGRICULTURE

KhetOS

Precision farm-management and equipment telemetry for cooperatives, agri-machinery makers and large-acreage operators.

SOIL + CANOPY SENSOR MESH

FOR COOPERATIVES · EQUIPMENT MAKERS · GROWERS

KhetOS combines low-bandwidth field sensors, equipment telemetry and satellite imagery into decisions a farm manager can act on the same day.

Crop health monitoringVision and multispectral analysis flags stress before it's visible to the eye.
Equipment telemetryTracks tractor and implement usage via ISOBUS, offline-first for low connectivity.
Irrigation & input planningRecommends water and input timing from soil, weather and canopy data.
Cooperative rollupAggregates many small holdings into one operational view for a cooperative.
R&D LAB

Research that has to survive a field, not just a paper.

Our lab exists to de-risk what goes into VaahanOS and KhetOS — and, where it's general enough, into client work too. Everything here is tested against real vehicles and real crops before it ships.

Edge inference for intermittent connectivity

ACTIVE

Running vision and anomaly-detection models directly on field and vehicle hardware, so decisions don't wait on a signal bar.

Predictive maintenance from noisy CAN data

ACTIVE

Separating genuine fault signatures from the electrical noise typical of older or mixed-fleet vehicles.

Multispectral crop-stress detection

ACTIVE

Low-cost sensor combinations that approximate results from far more expensive imaging equipment.

Federated learning across fleets and farms

EXPLORATORY

Improving shared models across operators without moving any one operator's raw data off their own infrastructure.

Lab focusVision · time-series · edge ML
Test environments2 pilot farms · 1 fleet partner
PublishingInternal + selected client briefs
Feeds directly intoVaahanOS, KhetOS
Open collaborationBy arrangement
HOW WE ENGAGE

Four stages, the same team throughout.

No handoff between the people who scope the work and the people who build it.

01

Discover

We spend time in your systems and with your operators before proposing anything — most bad architecture starts from a missed constraint here.

02

Architect

A concrete technical plan: stack choices, integration points, and where the real risk in the project actually sits.

03

Build

Short iterations, working software from week one, and direct access to the engineers doing the work.

04

Operate

We stay on for monitoring, on-call and iteration — or hand off cleanly to your team with full documentation.

60+engagements delivered
2proprietary products in market
18engineers & researchers
99.9%platform uptime, trailing 12mo
START A PROJECT

Tell us what you're building.

Whether it's a consulting engagement, a pilot of VaahanOS or KhetOS, or a research collaboration — we reply within one business day.

EMAIL
hello@Shurwar.com
PHONE
+91 93 5316 1331
STUDIO
Bengaluru, Karnataka, India
RESPONSE TIME
Within 1 business day