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AI-Driven Workplace Bias Analysis

AI-Driven Workplace Bias Analysis is a 26-node automation blueprint connecting OpenAI, ScrapingBee, Glassdoor. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIScrapingBeeGlassdoor

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

26

Nodes

26

Links

1

Run groups

Connected tools

3 integrations

  • OpenAI
  • ScrapingBee
  • Glassdoor

Canvas controls

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AI-Driven Workplace Bias Analysis execution lanes1 run groups containing 26 workflow nodes and 26 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTSET company_name. transform node, set. 1 incoming and 1 outgoing connections.STEP 02SET company_nameTRANSFORMSET1 IN / 1 OUTDefine dictionary of demographic keys. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Define dictionary of demo…TRANSFORMSET1 IN / 1 OUTScrapingBee Search Glassdoor. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 04ScrapingBee Search Glassd…INTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract company url path. integration node, html. 1 incoming and 1 outgoing connections.STEP 05Extract company url pathINTEGRATIONHTML1 IN / 1 OUTScrapingBee GET company page contents. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 06ScrapingBee GET company p…INTEGRATIONHTTPREQUEST1 IN / 1 OUTExtract reviews page url path. integration node, html. 1 incoming and 1 outgoing connections.STEP 07Extract reviews page url …INTEGRATIONHTML1 IN / 1 OUTScrapingBee GET Glassdoor Reviews Content. integration node, httpRequest. 1 incoming and 2 outgoing connections.STEP 08ScrapingBee GET Glassdoor…INTEGRATIONHTTPREQUEST1 IN / 2 OUTExtract Overall Review Summary. integration node, html. 1 incoming and 1 outgoing connections.STEP 09Extract Overall Review Su…INTEGRATIONHTML1 IN / 1 OUTExtract Demographics Module. integration node, html. 1 incoming and 1 outgoing connections.STEP 09Extract Demographics ModuleINTEGRATIONHTML1 IN / 1 OUTExtract overall ratings and distribution percentages. ai node, informationExtractor. 2 incoming and 1 outgoing connections.STEP 10Extract overall ratings a…AIINFORMATIONEXTRACTOR2 IN / 1 OUTExtract demographic distributions. ai node, informationExtractor. 2 incoming and 1 outgoing connections.STEP 10Extract demographic distr…AIINFORMATIONEXTRACTOR2 IN / 1 OUTDefine contributions to variance. transform node, set. 1 incoming and 1 outgoing connections.STEP 11Define contributions to v…TRANSFORMSET1 IN / 1 OUTSet variance and std_dev. transform node, set. 1 incoming and 1 outgoing connections.STEP 12Set variance and std_devTRANSFORMSET1 IN / 1 OUTMerge. decision node, merge. 2 incoming and 1 outgoing connections.STEP 13MergeDECISIONMERGE2 IN / 1 OUTCalculate Z-Scores and Effect Sizes. transform node, set. 1 incoming and 2 outgoing connections.STEP 14Calculate Z-Scores and Ef…TRANSFORMSET1 IN / 2 OUTCalculate P-Scores. transform node, code. 1 incoming and 1 outgoing connections.STEP 15Calculate P-ScoresTRANSFORMCODE1 IN / 1 OUTFormat dataset for scatterplot. transform node, code. 1 incoming and 1 outgoing connections.STEP 15Format dataset for scatte…TRANSFORMCODE1 IN / 1 OUTSort Effect Sizes. transform node, set. 1 incoming and 2 outgoing connections.STEP 16Sort Effect SizesTRANSFORMSET1 IN / 2 OUTSpecify additional parameters for scatterplot. transform node, set. 1 incoming and 1 outgoing connections.STEP 16Specify additional parame…TRANSFORMSET1 IN / 1 OUTText Analysis of Bias Data. ai node, chainLlm. 2 incoming and 0 outgoing connections.OUTCOMEText Analysis of Bias DataAICHAINLLM2 IN / 0 OUTQuickChart Bar Chart. integration node, quickChart. 1 incoming and 0 outgoing connections.OUTCOMEQuickChart Bar ChartINTEGRATIONQUICKCHART1 IN / 0 OUTQuickchart Scatterplot. integration node, httpRequest. 1 incoming and 0 outgoing connections.OUTCOMEQuickchart ScatterplotINTEGRATIONHTTPREQUEST1 IN / 0 OUTOpenAI Chat Model2. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat Model2OPENAILMCHATOPENAI0 IN / 1 OUTOpenAI Chat Model1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat Model1OPENAILMCHATOPENAI0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.26 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

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Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When clicking ‘Test workflow’

23 Execution Links3 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    SET company_name

    Transform

  3. Step 3

    Define dictionary of demographic keys

    Transform

  4. Step 4

    ScrapingBee Search Glassdoor

    Integration

  5. Step 5

    Extract company url path

    Integration

  6. Step 6

    ScrapingBee GET company page contents

    Integration

  7. Step 7

    Extract reviews page url path

    Integration

  8. Step 8

    ScrapingBee GET Glassdoor Reviews Content

    Integration

  9. Step 9

    Extract Overall Review Summary

    Integration

    Extract Demographics Module

    Integration

  10. Step 10

    Extract overall ratings and distribution percentages

    AI reasoning

    Extract demographic distributions

    AI reasoning

  11. Step 11

    Define contributions to variance

    Transform

  12. Step 12

    Set variance and std_dev

    Transform

  13. Step 13

    Merge

    Decision

  14. Step 14

    Calculate Z-Scores and Effect Sizes

    Transform

  15. Step 15

    Calculate P-Scores

    Transform

    Format dataset for scatterplot

    Transform

  16. Step 16

    Sort Effect Sizes

    Transform

    Specify additional parameters for scatterplot

    Transform

  17. Outcome

    Text Analysis of Bias Data

    AI reasoning

    QuickChart Bar Chart

    Integration

    Quickchart Scatterplot

    Integration

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

3 nodes

  • OpenAI Chat Model2

    AI reasoning dependency

  • OpenAI Chat Model

    AI reasoning dependency

  • OpenAI Chat Model1

    AI reasoning dependency

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