CPG
Data & AIModern Data Warehouse on Lakehouse
Medallion architecture with streaming ingestion and governed semantic models.
5 months · CPG enterprise
Report latency from days to hours
Promo ROI +8%
Data engineering costs -26%
Case Studies
Client Success Stories
Real-world results from Thoughtwave engagements across cybersecurity, data analytics, AI, application development, and IT workforce solutions.
Services
CybersecurityZero Trust for Remote Workforce
ZTA with device posture, least privilege, and conditional access policies.
10 weeks · Professional services firm
Phishing success rate -82%
Lateral movement incidents 0
SSO adoption 100%
Finance
CybersecuritySOC Modernization with MDR
MDR with threat intel, playbooks, and automation for triage/response.
4 months · Fintech
MTTD -57%
MTTR -49%
False positives -35%
Financial Services
Data & AI360° Customer Analytics
Customer 360 with identity resolution and real-time segmentation.
16 weeks · Financial services firm
Cross-sell +15%
Churn -11%
Campaign cycle time -35%
Retail
Data & AIDemand Forecasting with ML
Hierarchical forecasting with external signals and bias reduction.
14 weeks · Omnichannel retailer
Forecast MAPE -19%
Stockouts -12%
Inventory turns +9%
Healthcare
CybersecurityCloud Security Posture Hardening
CSPM/CIEM rollout, guardrails, and policy-as-code with least privilege.
8 weeks · MedTech startup
Critical findings -92%
CIS benchmarks 95% pass
Pen-test severity -61%
Manufacturing
CybersecurityData Protection & DLP Program
DLP with data classification, encryption, and insider risk analytics.
3 months · Global manufacturer
Data exfiltration incidents -76%
Shadow IT -33%
Audit readiness improved
Healthcare
ApplicationsRemote Patient Monitoring Platform
HIPAA-ready ingestion pipeline, alerts, and care team collaboration.
6 months · Telehealth startup
Readmissions -9%
Response time -24%
Clinician adoption 88%
eCommerce
WorkforceRapid Ramp-Up for Mobile Launch
Deployed blended onshore-offshore team with shared DoD and automation-first QA.
3 months · eCommerce startup
Time-to-MVP 12 weeks
Post-launch defects <0.4/1k users
App rating 4.5★
Financial Services
WorkforceData & AI Talent Pod
Built a vetted talent pod (data engineering, ML, governance) with PMO oversight.
9 months · FinServ analytics group
Backlog burn rate +35%
Compliance findings 0
Time-to-insight -30%
Automotive
WorkforceSpecialist Staff for SAP S/4HANA Rollout
Delivered certified consultants with backfill assurance and knowledge transfers.
11 months · Automotive supplier
Milestones met across 4 waves
Defect leakage -24%
Training CSAT 4.7/5
Telecommunications
WorkforceAgile Squad Augmentation
Multi-shore squads with curated talent, outcome-based contracts, and governance.
24 months · Tier-1 telecom
Delivery velocity +28%
Recruit-to-join 18 days avg
Attrition <6%
Manufacturing
Data & AIOperational Analytics for Plant Efficiency
Streaming machine data, time-series analysis, and root-cause dashboards.
12 weeks · Industrial manufacturer
OEE +6.8 points
Unplanned downtime -21%
Maintenance cost -13%
Automotive
ApplicationsDealer Management Web App
Unified workflow with eKYC, digital agreements, and analytics.
20 weeks · Automotive network
Onboarding time -63%
Compliance breaches -22%
14 KPIs visibility
Distribution
ApplicationsCustomer Self-Service Portal
Portal with order tracking, returns, and knowledge base; SSO enabled.
12 weeks · B2B distributor
Support calls -41%
Repeat orders +16%
Portal CSAT 4.6/5
Industrial
ApplicationsField Service Mobile App
Offline-first mobile app with checklists, photo capture, and ERP sync using React Native, SQLite, .NET APIs, and Azure Blob.
16 weeks · Industrial equipment OEM
Technician productivity +29%
Safety incidents -15%
Invoice time reduced by 6 days
Manufacturing
Data & AIDocument Intelligence for AP Automation
Document extraction with feedback loops and ERP posting automation using AWS Textract, Lambda, DynamoDB, and SAP connector.
12 weeks · Mid-market manufacturer
Invoice cycle time -55%
Error rate -68%
Early payment discounts +14%
Technology
Data & AIIntelligent Ticket Triage
AI classifier and summarizer to auto-route tickets, suggest fixes, and draft responses with human-in-the-loop using Vertex AI, BigQuery, and Pub/Sub.
10 weeks · Global tech support organization
Auto-resolve rate 28%
L1 handle time -22%
Agent satisfaction +17%
eCommerce
Data & AIMarketing Content Copilot
GenAI workflows for copy/image variants with brand guardrails and approval flows using OpenAI GPT-4o, ControlNet, and AWS Step Functions.
8 weeks · Direct-to-consumer brand
Content throughput +3.2x
Cost per click -18%
Creative testing velocity +220%
Energy & Utilities
Data & AIRAG Assistant for Field Technicians
Retrieval-augmented chatbot with offline-friendly mobile UI and source citations using Azure OpenAI, LangChain, Pinecone, and React Native.
14 weeks · Utilities operator
Mean time-to-resolution -31%
Truck rolls -12%
User adoption 86% in 3 months
Automotive
ModernizationLegacy ERP Extensions to Cloud-Native Services
Lift-and-extend approach using API gateway and micro frontends with Azure AKS, API Management, Node.js, and Vue/React microfrontends.
20 weeks · Automotive supplier
Partner onboarding time -60%
Integration defects -33%
Operations toil -25%
Life Sciences
ModernizationReplatforming Data-Heavy LOB App to Serverless
Serverless data processing, async workflows, and usage-based cost controls using AWS Lambda, S3, API Gateway, and Athena.
16 weeks · Pharma analytics firm
Compute costs -38%
Batch completion time -44%
Zero-downtime releases enabled
Insurance
ModernizationModernizing Claims Processing Portal
Rebuilt UI with responsive SPA and API layer; added e-signature and role-based access using .NET 8, React, Azure SQL, and Azure AD.
18 weeks · Insurance TPA
Claims cycle time -27%
Call center load -18%
User NPS +21 points
Retail
ModernizationMonolith to Microservices for Order Management
Domain-driven decomposition into microservices with event-driven messaging and CI/CD using Java/Spring Boot, Kafka, Docker, and Kubernetes.
24 weeks · Omnichannel retailer
Deployments: quarterly → weekly
Checkout latency -35%
Cart abandonment -11%
Manufacturing
Managed ServicesGlobal Service Desk Modernization
Follow-the-sun support model with unified queue, smart routing, and multilingual KB using Jira Service Management, Zendesk, and Power BI.
5 months · Manufacturing enterprise
CSAT: 78% → 92%
SLA adherence +19%
Cross-region consistency achieved
Software
Managed ServicesCloudOps for a SaaS ISV
Infrastructure as Code, auto-scaling policies, centralized logging and APM with monthly capacity planning using AWS EKS, Terraform, and Prometheus/Grafana.
6 months · B2B SaaS vendor
Performance incidents -70%
Cloud spend optimized 22%
Release frequency +2x
Healthcare
Managed ServicesCost-Optimized Managed Endpoints for Healthcare
Centralized device management, standard images, automated onboarding, and self-service portal with knowledge base using Intune, SCCM, and Okta.
4 months · Regional healthcare provider
Ticket volume -37%
First-call resolution +28%
Annual OPEX savings ~$380K
Retail
Managed ServicesSLA-Driven Infrastructure Uptime for Multi-Site Retailer
24×7 NOC with proactive monitoring, incident automation, and patch orchestration; implemented ITIL processes and monthly service reviews using Azure Monitor and Zabbix.
Ongoing · Multi-brand retail group (North America)
Unplanned downtime -85%
SLA compliance 99.9%
Incident response time halved
Financial Data Services
Data & AIEnterprise Data Modernization with Microsoft Fabric
Transitioned to Microsoft Fabric with Medallion Architecture, AI-driven extraction for unstructured financial documents, and sub-second Direct Lake queries — integrating SAP Concur and Oracle Fusion.
< 4 weeks · e-Alliance
100% adoption by client architects
Zero technical debt
Production-ready SAP & Oracle pipelines
HR & Workforce
Product — PlatformSwarmHR — Unified HR, Payroll & Accounting Platform
Cloud-based platform unifying HR management, payroll processing, and accounting into a single system for organizations with 50 to 5,000+ employees. Features automated payroll calculations, compliance tracking, and audit-ready financial records.
Ongoing · Thoughtwave Product
HR admin time -40%
Payroll errors eliminated
Audit-ready records at all times
Education
Product — AIPathway AI — AI-Powered College & Career Planning
AI-powered platform that creates personalized college and career roadmaps for students and professionals. Uses machine learning to match user profiles with emerging opportunities and delivers step-by-step guidance from education to employment.
Ongoing · Thoughtwave Product
Personalized AI career recommendations
Data-driven opportunity matching
Step-by-step education-to-job roadmaps
Community Finance
Product — AIKittieGenie AI — Smart Kitty Party & Chit Fund Manager
AI-powered digital platform for organizing kitty party groups with automated chit fund tracking, event management, and complete financial transparency for all members. Available on web and mobile with 4.8-star user rating.
Ongoing · Thoughtwave Product
Manual record-keeping eliminated
Full financial transparency for members
Automated payment reminders
Personal Finance
Product — AIBillsGenie AI — AI Bill & Mail Management
AI-powered bill and mail manager that automates bill tracking, payment scheduling, and mail organization. Uses intelligent scanning to extract bill details, set reminders, and unify all financial correspondence in one platform.
Ongoing · Thoughtwave Product
Late payments eliminated
Hours saved via AI bill scanning
All bills & mail unified in one platform
Real Estate
Product — AIPropertyGenie AI — Rental Property Analysis & Offering Platform
AI-powered real estate platform for rental property analysis, professional offering memorandums, and financial calculators. Helps investors evaluate acquisitions with data-driven insights and generate institutional-quality documents in minutes.
Ongoing · Thoughtwave Product
Property analysis time reduced by hours
Offering memorandums generated in minutes
Data-driven offer evaluation