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Event-Driven AutomationAI systemIntermediate

AI-Powered WhatsApp Support Workflow

AI-Powered WhatsApp Support Workflow is a 11-node automation blueprint connecting OpenAI, WhatsApp Business API, PostgreSQL. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAIWhatsApp Business APIPostgreSQLLangChain

Live system map / verified archive

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

11

Nodes

10

Edges

5

Zones

System stack

4 integrations

  • OpenAI
  • WhatsApp Business API
  • PostgreSQL
  • LangChain
AI-Powered WhatsApp Support Workflow interactive execution graphStructural view of 11 workflow nodes and 10 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.WhatsApp Trigger. trigger node, whatsAppTrigger. 0 incoming and 1 outgoing connections.WhatsApp TriggerTRIGGERWHATSAPPTRIGGER0 IN / 1 OUTAI Agent. ai node, agent. 5 incoming and 1 outgoing connections.AI AgentAIAGENT5 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTPostgres Users Memory. PostgreSQL node, memoryPostgresChat. 0 incoming and 1 outgoing connections.Postgres Users MemoryPOSTGRESQLMEMORYPOSTGRESCHAT0 IN / 1 OUTlist_links. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.list_linksAITOOLHTTPREQUEST0 IN / 1 OUTget_page. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.get_pageAITOOLHTTPREQUEST0 IN / 1 OUT24-hour window check. transform node, code. 1 incoming and 1 outgoing connections.24-hour window checkTRANSFORMCODE1 IN / 1 OUTIf. decision node, if. 1 incoming and 2 outgoing connections.IfDECISIONIF1 IN / 2 OUTcleanAnswer. transform node, code. 1 incoming and 1 outgoing connections.cleanAnswerTRANSFORMCODE1 IN / 1 OUTSend AI Agent's Answer. integration node, whatsApp. 1 incoming and 0 outgoing connections.Send AI Agent's AnswerINTEGRATIONWHATSAPP1 IN / 0 OUTSend Pre-approved Template Message to Reopen the Conversation. integration node, whatsApp. 1 incoming and 0 outgoing connections.Send Pre-approved Templat…INTEGRATIONWHATSAPP1 IN / 0 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.verified structural metadata · graph 8b60406898f8abe1Enter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The archived graph is grouped into operational zones, then checked against the controls needed to adapt the pattern safely. Every count below is derived from the normalized record.

01

Entry signals

1 node

Events, schedules, and unconnected roots that can start an execution.

WhatsApp Trigger

Trigger

02

Data & operations

2 nodes

Transformations and external-system actions that move the work forward.

cleanAnswer

Transform

24-hour window check

Transform

03

Intelligence & routing

6 nodes

Model calls and control points that interpret, branch, or govern the run.

AI Agent

AI reasoning

list_links

AI reasoning

OpenAI Chat Model

AI reasoning

get_page

AI reasoning

If

Decision

Postgres Users Memory

AI reasoning

04

Terminal actions

2 nodes

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Send Pre-approved Template Message to Reopen the Conversation

Integration

Send AI Agent's Answer

Integration

Provenance boundary

Inspectable does not mean redistributable.

This page publishes structural metadata extracted from a local workflow archive. Parameters, credential references, code bodies, and downloadable JSON are excluded. The route can enter indexing only after a graph match and quality gate; source licensing remains a separate promotion gate.

Graph match
prefix
Quality score
13 / 14
Raw download
Held
Crawler state
Follow

Adjacent systems

Keep tracing the stack.

Related records are ranked by shared integrations and graph quality.

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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