# Auditing Your Data Ecosystem for Lytics ### About this export | Field | Value | | --- | --- | | **content_type** | lesson | | **platform** | contentstack-academy | | **source_url** | https://www.contentstack.com/academy/courses/implementing-lytics-for-project-managers/auditing-your-data-ecosystem-for-lytics | | **course_slug** | implementing-lytics-for-project-managers | | **lesson_slug** | auditing-your-data-ecosystem-for-lytics | | **markdown_file_url** | /academy/md/courses/implementing-lytics-for-project-managers/auditing-your-data-ecosystem-for-lytics.md | | **generated_at** | 2026-06-19T08:31:12.786Z | > Part of **[Project Manager's Guide to Implementing Lytics](https://www.contentstack.com/academy/courses/implementing-lytics-for-project-managers)** on Contentstack Academy. **Academy MD v3** — structured for retrieval; no quiz or assessment keys. #### Video details #### At a glance - **Title:** Auditing Your Data Ecosystems - **Duration:** 3m 46s - **Media link:** https://cdn.jwplayer.com/previews/kOk3pRNz - **Publish date (unix):** 1781203606 #### Streaming renditions - application/vnd.apple.mpegurl - audio/mp4 · AAC Audio · 113680 kbps - video/mp4 · 180p · 180p · 181374 kbps - video/mp4 · 270p · 270p · 242861 kbps - video/mp4 · 360p · 360p · 374994 kbps - video/mp4 · 406p · 406p · 451071 kbps - video/mp4 · 540p · 540p · 633865 kbps - video/mp4 · 720p · 720p · 799990 kbps - video/mp4 · 1080p · 1080p · 1211960 kbps #### Timed text tracks (delivery) - **thumbnails:** `https://cdn.jwplayer.com/strips/kOk3pRNz-120.vtt` #### Video transcript Now that your team is aligned around business goals and stakeholder priorities, the next step is understanding the fuel that powers the entire Lytx platform. Data. Without reliable data, a customer data platform can't generate insights, power segmentation, or activate meaningful customer experiences. As a project manager, your role during this phase is to facilitate a data discovery and audit process that reveals exactly what data exists across the organization and whether it's ready for integration. Think of Lytx like an engine. If the fuel going into that engine is incomplete, inconsistent, or inaccessible, the platform simply won't perform the way your teams expect. A proper data audit helps your team answer several questions. What data do we currently have? Where does that data live? Who owns access to that data? And is the data structured in a way that allows it to be integrated into Lytx? Most organizations discover that customer data is spread across multiple systems. Open sources include CRM platforms such as Salesforce or HubSpot, web analytics tools like Google Analytics or Adobe Analytics, email platforms like Clavio or MailChimp, advertising platforms, mobile applications, point-of-sale systems, and loyalty or survey tools. As part of the audit process, you'll want to catalog these systems in a shared document or spreadsheet so everyone has a clear view of the current data landscape. But identifying sources is only the first step. Each source should also be evaluated across several technical and operational factors. For example, who owns the data and controls access? How is the data structured? Is it stored in flat files, APIs, databases, or streaming formats? How frequently is it updated? Some systems update data in real time while others refresh only daily or weekly. You'll also want to assess the quality of the data. Are there duplicate records, missing fields, outdated values? Data quality issues can create major problems later in the implementation if they aren't identified early. Finally, you must consider data governance and privacy requirements, especially when working with personally identifiable information such as email addresses, phone numbers, or location data. Questions to ask here include, is consent tracked for this data? Are there role-based access controls? Are there regional data privacy requirements such as GDRP or CCPA that affect how the data can be used? While the technical teams will handle integration details, your role as project manager is to coordinate the audit process, document the results, and ensure that the right conversations happen between marketing, analytics, and the engineering teams. When the time comes to activate customer data analytics, you want confidence that the foundation is accurate, compliant, and ready to scale. #### Key takeaways - Connect **Auditing Your Data Ecosystem for Lytics** back to your stack configuration before moving to the next module. - Capture one concrete artifact (screenshot, Postman call, or code snippet) that proves the step works in your environment. - Re-read the delivery versus management boundary for anything you changed in the entry model. ## Supplement for indexing ### Content summary Auditing Your Data Ecosystem for Lytics. Auditing Your Data Ecosystem for Lytics in Project Manager's Guide to Implementing Lytics (implementing-lytics-for-project-managers). ### Retrieval tags - Auditing - Your - Data - Ecosystem - for - Lytics - implementing-lytics-for-project-managers - lesson 03 - Auditing Your Data Ecosystem for Lytics - implementing-lytics-for-project-managers lesson ### Indexing notes Index this lesson as a primary chunk tagged with lesson_id "03" and topics: [Auditing, Your, Data, Ecosystem, for, Lytics]. Parent course slug: implementing-lytics-for-project-managers. Use asset_references URLs as thumbnail hints in search results when present. Never surface LMS quiz content or assessment answers from this file. ### Asset references | Label | URL | | --- | --- | | Video thumbnail: Auditing Your Data Ecosystem for Lytics | `https://cdn.jwplayer.com/v2/media/kOk3pRNz/poster.jpg?width=720` | ### External links | Label | URL | | --- | --- | | Contentstack Academy home | `https://www.contentstack.com/academy/` | | Training instance setup | `https://www.contentstack.com/academy/training-instance` | | Academy playground (GitHub) | `https://github.com/contentstack/contentstack-academy-playground` | | Contentstack documentation | `https://www.contentstack.com/docs/` |