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Case Studies

Client Success Stories

Real-world results from Thoughtwave engagements across AI, data analytics, cybersecurity, application development, and IT workforce solutions. Click any case for the full detail.

36 published case studies — every card links to its 1-page detail view.

CPG
Data & AI

Modern 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%

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Services
Cybersecurity

Zero 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%

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Finance
Cybersecurity

SOC Modernization with MDR

MDR with threat intel, playbooks, and automation for triage/response.

4 months · Fintech
MTTD -57%
MTTR -49%
False positives -35%

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Financial Services
Data & AI

360° 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%

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Retail
Data & AI

Demand Forecasting with ML

Hierarchical forecasting with external signals and bias reduction.

14 weeks · Omnichannel retailer
Forecast MAPE -19%
Stockouts -12%
Inventory turns +9%

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Technology
Cybersecurity

Cloud Security Posture Hardening

CSPM, IAM right-sizing, and detection tuning across AWS, Azure, and GCP.

12 weeks · SaaS company
Critical findings -73%
IAM over-permission -55%
CIS benchmark compliance 94%

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Healthcare
Data & AI

Generative AI Knowledge Assistant

RAG-based clinical-documentation assistant with HIPAA-compliant audit trail.

10 weeks · Healthcare provider
Documentation time -38%
Clinician satisfaction +42%
Audit-ready 100%

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Insurance
Modernization

Legacy Monolith Modernization

Strangler-pattern modernization with domain-driven decomposition.

18 months · Insurance carrier
Release frequency +12x
Production incidents -48%
Developer onboarding time -60%

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Technology
Workforce

IT Workforce Augmentation for a Fortune 500

Managed staff augmentation across data engineering, cloud, and cybersecurity practices.

Ongoing · Fortune 500 enterprise
Time-to-shortlist 9 days avg
Conversion rate 78%
Client retention 97%

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Manufacturing
Applications

SAP S/4HANA Migration Playbook

Brownfield S/4HANA migration with data-quality remediation and process optimization.

14 months · Global manufacturer
Month-end close -42%
Data quality +61%
User adoption 94% at go-live

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Banking
Data & AI

Real-Time Fraud Detection

ML-powered fraud scoring with streaming event processing and feedback loops.

8 months · Regional bank
Fraud loss -44%
False-positive rate -38%
Customer friction reduction measurable

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Industrial
Data & AI

Master Data Management for Multi-Entity Manufacturing

MDM hub with stewardship workflows and cross-entity reference data harmonization.

12 months · Industrial manufacturer
Duplicate records eliminated
Cross-entity reporting cycle -60%
Governance compliance 100%

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Healthcare
Cybersecurity

GRC Automation: HIPAA, PCI, and SOC 2

Integrated compliance program across three regulatory frameworks with control automation.

9 months · Healthcare technology firm
Audit cycle -55%
Control evidence automation 82%
Cross-framework reuse 70%

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Software
Data & AI

GenAI Sales Copilot

Opportunity-aware sales copilot integrated into Salesforce.

8 weeks · Enterprise software vendor
Time on research -55%
Response quality rated higher
Rep adoption 88%

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Retail
Data & AI

Modern BI Platform Rebuild

Lakehouse + semantic layer + Power BI consolidation replacing legacy Cognos stack.

20 weeks · Specialty retailer
Dashboard refresh -70%
Reports reused +3x
BI cost -31%

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Distribution
Modernization

Cloud Migration for a Mid-Market Enterprise

Phased AWS migration with 6-R portfolio classification and domain-by-domain cutover.

10 months · Distribution company
Infrastructure cost -35%
Deploy frequency +8x
Recovery time objective -75%

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Healthcare
Cybersecurity

Identity Platform Consolidation

Consolidated three IdPs into Microsoft Entra with SSO, MFA, and conditional access.

6 months · Regional healthcare system
IdP consolidation 3→1
MFA coverage 100%
SSO applications +62

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Financial Services
Data & AI

EDW-to-Lakehouse Migration

Teradata EDW retired; Databricks lakehouse with Unity Catalog governance.

7 months · Financial services firm
Query performance +4x
Storage cost -58%
ML workload enablement new

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Software
Cybersecurity

DevSecOps Automation

SAST, DAST, SCA, and IaC scanning integrated into CI/CD with policy gates.

12 weeks · SaaS enterprise
Security findings caught pre-production +200%
Remediation time -48%
Dev friction measurable but acceptable

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Telecommunications
Data & AI

Contact Center: Chatbot to Agentic AI

Replaced rules-based chatbot with agentic AI resolving 40%+ of tickets autonomously.

6 months · Telecommunications provider
Auto-resolution 41%
Handle time -28%
Customer satisfaction +14 NPS

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Automotive
Data & AI

Supply Chain Visibility Platform

Tier-N supplier visibility with event-driven disruption detection.

14 months · Automotive manufacturer
Disruption detection lead time +11 days
Recovery coordination -38%
Supplier-data sharing standard established

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Insurance
Data & AI

DataOps Automation for Regulated Reporting

Automated regulatory-reporting pipelines with lineage, testing, and evidence capture.

9 months · Insurance carrier
Reporting cycle time -62%
Manual reconciliation elimination
Audit finding 0

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Manufacturing
Data & AI

IoT Analytics for Manufacturing

Streaming IoT ingestion, anomaly detection, and predictive-maintenance ML.

11 months · Industrial manufacturer
Unplanned downtime -23%
Maintenance cost -18%
OEE +7 points

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Software
Cybersecurity

SOC 2 Readiness for a SaaS Startup

SOC 2 Type 1 readiness followed by Type 2 operational period.

5 months · Series B SaaS company
Type 1 report clean
Type 2 observation period active
Enterprise sales cycles unblocked

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Insurance
Data & AI

Data Platform Migration to Snowflake

Legacy Oracle DW retired; Snowflake + dbt + Power BI modern stack.

8 months · Insurance holding company
TCO -42%
User concurrency +10x
Analyst productivity measurable

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Finance
Cybersecurity

Penetration Testing for a Fintech

Comprehensive pen test across web, API, mobile, and network layers.

6 weeks · Payments fintech
Critical findings remediated pre-launch
PCI scope reduction recommendations accepted
Launch posture signed-off

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Life Sciences
Data & AI

ML Platform for Life Sciences

MLflow-based platform supporting regulated clinical and commercial ML workloads.

10 months · Pharmaceutical company
Models in production +6x
Experiment reproducibility 100%
Regulatory audit posture established

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Retail
Applications

HCM Deployment for a Retailer

Workday HCM deployment with payroll, benefits, time, and talent modules.

7 months · Specialty retailer
HR operational cost -28%
Time-to-hire -22%
Employee self-service adoption 91%

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Software
Data & AI

AI Agent Platform for Engineering Productivity

Custom AI agents for code review, documentation, and incident triage.

4 months · Enterprise software company
Code review cycle time -33%
Documentation freshness improved
Incident triage -45%

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Education
Data & AI

Data Governance for Higher Education

Enterprise data governance program with classification, lineage, and stewardship.

6 months · Private university
FERPA compliance clear
Report request SLA -50%
Data duplication -38%

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Financial Services
Data & AI

Enterprise Search Replacement

Modern AI-powered enterprise search replacing legacy keyword-only platform.

5 months · Financial services firm
Search click-through +60%
Time-to-answer -42%
Content coverage +3x

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Software
Data & AI

SaaS Product AI Integration

Integrated generative AI features into core product with governance and per-tenant isolation.

6 months · B2B SaaS company
AI feature adoption 64%
Customer satisfaction +18 NPS
Per-tenant isolation audited

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Real Estate
Data & AI

Real Estate Analytics Platform

Integrated property, rental, market, and financial data platform with AI scoring.

8 months · Real estate investment firm
Deal evaluation -70% faster
Market-data coverage 15 metros
AI scoring on 100% of evaluated properties

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Personal Finance
Product — AI

Personal Finance AI Product Launch

TWSS BillsGenie AI-powered personal bill management and analytics.

6 months · Consumer fintech
Bills scanned and extracted automatically
Payment reminders reduce late fees
Spending analytics generated

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Community Finance
Product — Platform

Community Finance Platform

TWSS KittieGenie AI platform for chit-fund and kitty-party operations.

5 months · Community-savings community
Member transparency improved
Event organization automated
Audit trails per member

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Real Estate
Product — AI

AI-Powered Real Estate Platform

TWSS PropertyGenie AI for rental-property analysis and offering memorandum generation.

7 months · Real estate investor community
Property analysis time reduced by hours
Offering memorandums generated in minutes
Data-driven offer evaluation

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