Engineering Case Studies

CONFIDENTIALITY & CASE STUDY CONTEXT

Customer identities and sensitive parameters are anonymized to protect non-disclosure obligations. Any project targets shown are planning figures, not measured customer results or performance claims.

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Automotive & Mobility

4 case studies
Automotive & Mobility concept artwork for Scaling AUTOSAR Engineering Capability for a Global Automotive Organization
CASE 01Automotive & Mobility
24
Specialist Engineers Deployed

Scaling AUTOSAR Engineering Capability for a Global Automotive Organization

A global automotive Tier-1 engineering organization needed to rapidly scale AUTOSAR Classic and Adaptive capability for an active vehicle software program under aggressive OEM milestone deadlines.

Key Quantified Outcomes:
24
Specialist Engineers Deployed
14 Days
Average Deployment Cycle
AUTOSAR Classic 4.4Embedded C/C++Vector DaVinci Configurator / DeveloperCANoe / CANalyzer
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Automotive & Mobility concept artwork for Building a Battery Validation Team for an EV Platform
CASE 07Automotive & Mobility
10 days
First-shortlist target

Building a Battery Validation Team for an EV Platform

An EV program needs a battery-validation team, but keyword screening does not distinguish hands-on BMS experience from general embedded testing.

Project Targets:
10 days
First-shortlist target
4 roles
First hiring wave
Battery Management Systems (BMS)Embedded C/C++MATLAB / SimulinkSIL / HIL Validation
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Automotive & Mobility concept artwork for Building an EV Battery Health Command Center
Portfolio case studyAutomotive & Mobility

Building an EV Battery Health Command Center

An EV program unifies pack telemetry, charging events, and diagnostic context so engineering teams can investigate battery issues from a shared operational view.

Project targets
99.5%
Telemetry completeness target
-30%
Fault-triage time target
Battery-management systemsCAN / UDSCloud event streamingPower BI
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Automotive & Mobility concept artwork for Accelerating ADAS Validation Across Real-World Scenarios
Portfolio case studyAutomotive & Mobility

Accelerating ADAS Validation Across Real-World Scenarios

An ADAS team organizes road, weather, and sensor-edge cases into a repeatable simulation and hardware-in-the-loop regression suite.

Project targets
2x
Scenario coverage target
90%
Automated smoke-suite coverage target
ADAS sensor fusionSIL / HILPythonCAN FD
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Aerospace / High-Reliability Engineering

4 case studies
Aerospace / High-Reliability Engineering concept artwork for Identifying Specialized Engineering Capability for Mission-Critical Systems
CASE 04Aerospace / High-Reliability Engineering
32
Specialist Profiles Validated

Identifying Specialized Engineering Capability for Mission-Critical Systems

An aerospace systems program required engineers capable of engineering and verifying software where deterministic real-time reliability, formal DO-178C guidelines, and fault tolerance were paramount.

Key Quantified Outcomes:
32
Specialist Profiles Validated
12 Engineers
Avionics Engineers Deployed
DO-178C Level B GuidelinesVxWorks 653 Time & Space PartitioningARINC 429 & MIL-STD-1553Safety-Critical Embedded C
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Aerospace / High-Reliability Engineering concept artwork for Making Avionics Verification Evidence Audit-Ready
Portfolio case studyAerospace / High-Reliability Engineering

Making Avionics Verification Evidence Audit-Ready

A flight-management program brings requirements, simulator runs, and review evidence into one traceable verification workbench ahead of release gates.

Project targets
100%
Requirement-to-test traceability target
2x
Regression throughput target
DO-178C lifecycle planningARINC 429Python test automationRequirements traceability
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Aerospace / High-Reliability Engineering concept artwork for Enabling UAV Navigation at the Edge
Portfolio case studyAerospace / High-Reliability Engineering

Enabling UAV Navigation at the Edge

A UAV team connects navigation sensors, edge compute, and intermittent-link behavior through replayable mission scenarios and a deterministic validation loop.

Project targets
<50 ms
Edge decision latency target
99.9%
Telemetry completeness target
Embedded C++RTOSGNSS / IMU fusionHardware-in-the-loop
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Aerospace / High-Reliability Engineering concept artwork for Turning Aircraft Engine Signals into Earlier Insight
Portfolio case studyAerospace / High-Reliability Engineering

Turning Aircraft Engine Signals into Earlier Insight

An engine-analytics team combines condition-monitoring signals and service history in a governed pipeline, then validates anomaly flags against replayable data.

Project targets
<=15 min
Signal-to-insight freshness target
100%
Data-lineage coverage target
PythonTime-series analyticsKafkaModel monitoring
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Medical Devices / Healthcare Technology

3 case studies
Medical Devices / Healthcare Technology concept artwork for Building Embedded & Software Capability for a Complex Medical Technology Program
CASE 03Medical Devices / Healthcare Technology
38
Specialist Engineers Assessed

Building Embedded & Software Capability for a Complex Medical Technology Program

A global medical technology innovator required specialized software and firmware engineers who understood both modern connected health architectures and the uncompromising regulatory quality rigor of FDA Class II/III systems.

Key Quantified Outcomes:
38
Specialist Engineers Assessed
14 Engineers
Engineers Selected & Deployed
Embedded C / C++Zephyr RTOS & FreeRTOSNordic nRF52 BLE ArchitectureIEC 62304 Traceability
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Medical Devices / Healthcare Technology concept artwork for Engineering a Reliable Connected Monitoring Device
Portfolio case studyMedical Devices / Healthcare Technology

Engineering a Reliable Connected Monitoring Device

A remote-monitoring device team validates sensor capture, encrypted connectivity, and store-and-forward behavior across expected network interruptions.

Project targets
100%
Sensor-to-test traceability target
99.9%
Telemetry integrity target
Embedded CBLESecure cloud ingestionRequirements traceability
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Medical Devices / Healthcare Technology concept artwork for Preparing a Portable Diagnostic Device for Safer Releases
Portfolio case studyMedical Devices / Healthcare Technology

Preparing a Portable Diagnostic Device for Safer Releases

A diagnostic-device team connects firmware requirements, risk controls, bench tests, and release evidence in a controlled lifecycle workflow.

Project targets
100%
Requirement coverage target
2x
Regression throughput target
IEC 62304 workflowEmbedded C/C++Static analysisAutomated test bench
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Semiconductor

3 case studies
Semiconductor concept artwork for Building Specialized VLSI Capability for a Semiconductor Engineering Program
CASE 02Semiconductor
46
Specialized Engineers Validated

Building Specialized VLSI Capability for a Semiconductor Engineering Program

A tier-one semiconductor enterprise needed highly specialized engineers across pre-silicon verification and physical design to close tape-out milestones on an advanced multi-core processor SoC.

Key Quantified Outcomes:
46
Specialized Engineers Validated
18 Engineers
Engineers Deployed & Selected
SystemVerilog & UVMSynopsys VCS & VerdiPCIe Gen 5 / CXL VIPsSystemVerilog Assertions (SVA)
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Semiconductor concept artwork for Closing Verification Gaps on a Chiplet Interconnect
Portfolio case studySemiconductor

Closing Verification Gaps on a Chiplet Interconnect

A silicon team develops a reusable UVM environment for a chiplet link, connecting protocol assertions, constrained-random stimulus, and coverage closure.

Project targets
100%
Requirements-to-test coverage target
2x
Regression capacity target
SystemVerilog / UVMAssertionsCoverage closureJenkins
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Semiconductor concept artwork for Prototyping an Edge-AI Controller Before Tape-Out
Portfolio case studySemiconductor

Prototyping an Edge-AI Controller Before Tape-Out

A chip team maps a control datapath onto FPGA emulation to exercise firmware, interfaces, and representative edge workloads before silicon is available.

Project targets
95%
Interface test coverage target
8 weeks earlier
Firmware integration start target
FPGA prototypingSystemVerilogAXI interfacesEmbedded Linux
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Rail Transport

2 case studies
Rail Transport concept artwork for RAIL IoT CONDITION MONITORING & PREDICTIVE MAINTENANCE PLATFORM
CASE 08Rail Transport
11 experts
Delivery team

RAIL IoT CONDITION MONITORING & PREDICTIVE MAINTENANCE PLATFORM

A leading rail-transport company needed continuous health monitoring for critical rolling-stock subsystems, using onboard sensor data to surface abnormal operating patterns and potential component degradation.

Delivery Snapshot:
11 experts
Delivery team
10 months
Project duration
IoT sensors & edge gatewaysOnboard data acquisitionPython & C++MQTT / TCP/IP / REST APIs
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Rail Transport concept artwork for RAILWAY OPERATIONS KNOWLEDGE & ASSISTANCE PLATFORM
CASE 09Rail Transport
10 experts
Delivery team

RAILWAY OPERATIONS KNOWLEDGE & ASSISTANCE PLATFORM

A leading rail-transport company needed an edge-based AI assistant to give operations, maintenance, and engineering teams contextual access to operational data, railway knowledge, and live IoT telemetry.

Delivery Snapshot:
10 experts
Delivery team
8 months
Project duration
Pre-trained LLM (Llama / Mistral)NVIDIA GPU / Jetson edge devicesPythonMQTT / OPC UA / Modbus
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Industrial & Agricultural Equipment

3 case studies
Industrial & Agricultural Equipment concept artwork for Spotting Mining Fleet Issues Before They Stop the Line
Portfolio case studyIndustrial & Agricultural Equipment

Spotting Mining Fleet Issues Before They Stop the Line

A mining-equipment operator connects machine telemetry, maintenance history, and fault codes to prioritize service actions across a mixed fleet.

Project targets
95%
Fleet-signal coverage target
-35%
Alert-to-triage time target
Edge telemetryTime-series analyticsCAN / J1939Maintenance work orders
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Industrial & Agricultural Equipment concept artwork for Connecting Harvester Telemetry to Field-Service Insight
Portfolio case studyIndustrial & Agricultural Equipment

Connecting Harvester Telemetry to Field-Service Insight

An agricultural OEM links machine health, location, and seasonal usage signals to a service dashboard designed for intermittent field connectivity.

Project targets
99.5%
Field-data completeness target
-30%
Service-triage time target
IoT edge gatewayMQTTGNSSOffline-first mobile app
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Industrial & Agricultural Equipment concept artwork for Building a Digital Twin for Controls Modernization
Portfolio case studyIndustrial & Agricultural Equipment

Building a Digital Twin for Controls Modernization

An equipment team connects a validated plant model to controller-in-the-loop tests so control changes can be exercised before physical integration.

Project targets
-40%
Model iteration time target
2x
Pre-integration scenarios target
MATLAB / SimulinkOPC UAPLC controlsDigital-twin test harness
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Global Capability Centers (GCC)

1 case studies
Global Capability Centers (GCC) concept artwork for Rapidly Scaling a Specialized Engineering Function for a Global Capability Center
CASE 05Global Capability Centers (GCC)
54
Engineers Deployed to GCC

Rapidly Scaling a Specialized Engineering Function for a Global Capability Center

A Fortune 500 enterprise establishing its next-generation India Engineering Center needed to scale a high-caliber technical function across embedded systems, cloud, and data engineering without diluting global quality benchmarks.

Key Quantified Outcomes:
54 Engineers
Engineers Deployed to GCC
6 Functions
Engineering Functions Supported
Go & TypeScript MicroservicesKubernetes & Terraform on AWSKafka Event StreamingEmbedded Linux & C++
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BFSI & Financial Services

2 case studies
BFSI & Financial Services concept artwork for Modernizing Instant Payments Without Losing Control
Portfolio case studyBFSI & Financial Services

Modernizing Instant Payments Without Losing Control

A bank decomposes a legacy payment flow into observable services, with explicit reconciliation, access-control, and rollback checkpoints for each release.

Project targets
99.95%
Payment-service availability target
-30%
Manual reconciliation exceptions target
Java / SpringISO 20022KafkaOpenTelemetry
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BFSI & Financial Services concept artwork for Creating a Real-Time Fraud Signals Platform
Portfolio case studyBFSI & Financial Services

Creating a Real-Time Fraud Signals Platform

A financial-services team streams transaction signals into governed feature pipelines with clear model-version, audit, and human-review boundaries.

Project targets
<200 ms
Decision-path latency target
99.9%
Event completeness target
PythonKafkaFeature storeModel registry
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Digital Engineering & Enterprise Platforms

2 case studies
Digital Engineering & Enterprise Platforms concept artwork for Building a Specialized Digital Engineering Team for a Complex Enterprise Program
CASE 06Digital Engineering & Enterprise Platforms
22
Engineers Deployed in Pod

Building a Specialized Digital Engineering Team for a Complex Enterprise Program

A global enterprise required an integrated engineering team across multiple interdependent technical layers—backend distributed microservices, platform infrastructure, and real-time AI inference—to re-architect a legacy core system.

Key Quantified Outcomes:
22 Engineers
Engineers Deployed in Pod
5 Areas
Technical Capability Areas
Go & Python MicroservicesKubernetes, Istio & ArgoCDApache Kafka & Apache FlinkGoogle Cloud Platform (GCP)
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Digital Engineering & Enterprise Platforms concept artwork for Giving Enterprise Data a Reliable Real-Time Backbone
Portfolio case studyDigital Engineering & Enterprise Platforms

Giving Enterprise Data a Reliable Real-Time Backbone

An enterprise replaces brittle batch handoffs with a governed event platform that makes source ownership, freshness, and downstream quality visible.

Project targets
<=5 min
Data freshness target
-50%
Source onboarding time target
Apache KafkaApache FlinkData contractsCloud observability
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