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Case Studies

How CLOUDSUFI helps global enterprises turn data into outcomes.

Customer stories from teams who moved from disconnected systems to unified, AI-ready data platforms — and the measurable results they delivered.

United Nations harmonizes multi-agency data with Data Commons

CLOUDSUFI helped the United Nations standardize and publish disparate datasets through custom Data Commons instances, enabling interoperability across five UN agencies and datasets from 53 national ministries. A repeatable ingestion and validation workflow maintained traceability from published information back to source records.

SAIL enables earlier detection of gas flaring risks with predictive analytics

CLOUDSUFI helped the Saudi Accelerated Innovation Lab (SAIL) connect remote plant telemetry with predictive models and a web command center. The platform provided 30–90 minutes of advance warning of potential flaring events, giving operators time to assess risks and take mitigation actions.

Swarovski modernizes its data platform with BigQuery and AI-assisted migration

CLOUDSUFI helped Swarovski consolidate legacy SAP BW and distributed supply chain data into a Google Cloud BigQuery data lakehouse. AI-assisted engineering and platform optimization reduced total cost of ownership by 40% and accelerated query execution tenfold.

Thiink enables smarter home energy management with real-time data and automated control

CLOUDSUFI helped Thiink connect residential energy devices through a Google Cloud platform and mobile application, enabling households to monitor energy flows and automate consumption around electricity tariffs. The solution delivered a reduction of more than 30% in household energy expenses through automated tariff optimization.

Building a governed data foundation for investment research at Google Cloud

Google Cloud connected automated sourcing, validation, and human review so investment model inputs remain traceable to their sources and approval decisions.

Reltio: Automating Health Checks and Strengthening Master-Data Integration

Reltio’s customer engineering teams supported complex implementations while carrying out recurring health checks and data diagnostics. CLOUDSUFI combined reporting automation, source-to-entity mapping and implementation support to make these processes more consistent. The engagement also delivered reporting and supplier-onboarding workflows.

Procore: Automating Commission Reporting and Employee Exit Workflows

CLOUDSUFI helped Procore replace recurring commission-file preparation with daily automated delivery and streamline employee exit agreements through controlled templates, guided HR intake and bulk workflow launching.

Modernizing Google Cloud’s public data pipelines for reliable hourly insights

Google Cloud’s public data program improved hourly data delivery, addressed legacy security gaps, and onboarded new datasets while sustaining daily production operations.

Turning AI models into reliable production services at Swarovski

Swarovski established automated testing, controlled releases, and proactive monitoring to improve service performance and strengthen ownership after launch.

Standardizing vendor evaluation with governed agentic AI

A global energy enterprise brought vendor interviews, independent research, and consistent scoring into one workflow, with evaluators retaining final decision control.

A Private AI Coach for Leadership Practice and Planning

A global enterprise wanted to extend leadership support beyond a small group of senior leaders. CLOUDSUFI developed a voice and text experience for reflection, difficult conversation practice, and goal setting, then tested the initial version with 22 participants.

Google Data Commons: 3× Higher Data Ingestion Throughput

Public datasets arrive with different schemas, identifiers, and refresh cycles. CLOUDSUFI built repeatable workflows to ingest, validate, and connect them at scale, with human review for matching exceptions.

MillworkSuite: From Architectural Drawings to Priced, Drafting-Ready Scope

A commercial millwork bid draws on plans, elevations, details, and schedules. CLOUDSUFI built a workflow that links detected scope to its source drawings, so estimators can verify it before pricing and carry approved data into proposals and CAD.

Workato: Extending the Platform Across Data, Support, and Access

An active product roadmap needed specialist engineering beyond standard integration recipes. CLOUDSUFI developed a tested bulk-data connector, employee support assistants, and a reusable permissions model through separate workstreams.

Swarovski: Unifying Data for Global Personalization

Sales, customer, and supply chain data sat in disconnected systems, slowing reporting and creating conflicting figures. CLOUDSUFI helped consolidate those sources, translate legacy business logic, and validate migrated outputs against the originals.

Swarovski: Reducing Repeat Migration Work with Focused AI Agents

Thousands of tables and data objects required engineers to trace dependencies and rebuild established patterns. CLOUDSUFI introduced task-specific agents for lineage and Bronze-layer development, giving teams structured outputs to review while retaining specialist validation.

A Repeatable Connector Program for Enterprise Identity Governance

Cloud and on-premises applications had different identity models, interfaces, and access requirements. CLOUDSUFI established a governed process for assessing, building, testing, releasing, and supporting connectors, with common engineering controls adapted to each target system.

Engineering Reusable Pipelines for Enterprise Data Replication

Enterprise applications expose changes through events, queues, polling, and service requests. CLOUDSUFI is developing a common runtime with source-specific extraction paths for initial loads, incremental changes, and recovery, so each path can support more than one client implementation.

A Four-Agent Workflow Designed for Media Responses

A global communications team manages inquiries through a shared inbox, spreadsheets, and email chains. CLOUDSUFI designed agents for intake, drafting, routing, and follow-up, while communications specialists retain review and final approval of external responses.

Unifying Reliability and Security Operations for a Financial Wellness Platform

Growth exposed noisy monitoring, scattered runbooks, and gaps in security ownership. CLOUDSUFI established shared controls and a clearer operating rhythm for incident response, vulnerability management, and measured improvement.

One Interface for Governed Data Discovery and Access

The data and governance features already existed, but users had to navigate separate technical services to use them. CLOUDSUFI built a business-facing interface that brings context and next steps into one journey, while the client retains control of permissions and approvals.

10 Agency Datasets Validated for a Shared Data Platform

Agency data sat in separate systems with different schemas and identifiers. Working alongside Google’s core team, CLOUDSUFI established a common model and repeatable validation process to support phased onboarding across the wider program.

A Client-Owned ODBC Driver with ~20% Faster Normal Data Retrieval

A cloud analytics platform needed to replace its third-party driver while keeping existing reporting tools working. CLOUDSUFI built a connectivity layer that preserved required functions and comparable metadata performance, while giving the platform team control over fixes and releases.

Reusable Automation for Service Requests and Data Flows

A global software and services company managed recurring IT requests and customer, product, and billing data across different applications. CLOUDSUFI separated shared workflow controls from system-specific connections, moving selected workflows into production while other integrations remained in testing.

EverCommerce: Strengthening Financial Workflows and Access Governance

Finance and operations teams needed clearer transaction records, fewer manual steps, and more consistent support across their systems. CLOUDSUFI improved journal-entry detail and invoice-dispute handling while supporting access processes across 40+ SaaS systems requiring SOX compliance.

AccessHope: Faster Reporting from a Consolidated Data Platform

Disconnected systems and manual transformations slowed monthly and quarterly reporting. CLOUDSUFI built automated pipelines, reusable healthcare data models, and production quality checks so the BI team could work from consistent definitions and spend less time preparing reports.