CI&T Data Hub Framework Enterprise Data Foundation

CI&T Data Hub Framework
Enterprise Data Foundation

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CI&T Data Hub Framework

Based on a fundamental, standardized, flexible and scalable architecture principle, CI&T built an enterprise-oriented Data Framework based on years of experience with global data platforms of world-class firms. We aim to let our clients develop their own matured data platform with limited investment based on their business needs. To break down data silos by integrating with different upstream and downstream business applications, achieve data-driven transformations.

Ingestion

Support real-time or batch crawling/extraction and cleaning and conversion of structured data, unstructured data, and Internet web page data

Governance

A well-regulated set of activities(planning, monitoring and execution)for exercising authority and control over data asset management

Compliance

Sensitive data identification, classification, encryption, desensitization and security audit capabilities, so as to complete the full life cycle protection of private data

Data Service

Flexible data query services, data analysis, standard API and file export for downstream business applications

DATA LIFECYCLE

BUSINESS ARCHITECTURE

Follow the digital upgrade path of data collection, processing and analysis, enable enhanced insight, decision making for business, and create a closed loop of enterprise digital operation

WHAT WE DO

We extract value from data to business impact and a data-driven culture driven by engineering, science, technology, business and PEOPLE.

We drive our clients into the data journey, increasing their confidence and preparedness to make - data driven - decisions.

Data Journey: From Raw Data to Business Impact

PROVEN FRAMEWORK

CO-DESIGN STRATEGY

01 DEFINING & VALIDATING

HYPOTHESIS

·Research&Understand the context;
·Identify, define&Structure hypotheses;
·Minimises uncertainty;
·Feasible plan.

DELIVER QUARTERLY IMPACT

02 CREATING NEW

BUSINESS OPPORTUNITIES

·Data-driven decision;
·Extract relevant insights;
·Prioritize aiming business impact.

SCALE & DIGITALLY TRANSFORM

03 MEASURING & CAPTURE

IMPACT

·Measurement as part of the journey and gain of traction;
·Data as a strategic/alignment resource;
·A resource to choose the moment to pivot.

BUSINESS SCENARIO

CONSUMER / USER PERSONA

Users can identify the salient features of consumers, conduct distributed observation of various portrait tags, customize the consumer operation model according to business needs for analysis.

AI/ML RECOMMENDATION

Let machine learning analyzes your data and identify patterns to predict what customers like. such as sending the right messages at the right time to the right customers, predicting what customers are likely to buy in the future, personalized content displayed on your digital channels.

BUSINESS INSIGHTS

To aid business users and top management in decision making and core business tracking, such as tracking sales metrics in the retail industry, KPI completion status. According to the business model, it is usually dismantled into various business divisions and regions.