Skip to content
ExpertEnterpriseAI AgentsScheduled trigger31 nodes

Augment company profiles with Slack & PostgreSQL

Runs on a schedule across Slack, PostgreSQL and Google Sheets, walks long lists in batches, then drops anything it has already handled. Built for conversational AI, around a "Init Cursor" step, in 31 documented nodes.

Augment company profiles with HubSpot and HTTP / REST API without manual work for Conversational AI . An original, ready-to-import n8n workflow built around the 'Data Enrichment' pattern for AI & automation. It runs on a schedule and orchestrates 31 nodes across Slack, HTTP / REST API, PostgreSQL. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Your team sees the right data at the right time.

Key benefits

  • Keeps Slack and PostgreSQL in step for conversational AI, without anyone re-typing a row
  • Safe to re-run: records already in Slack or PostgreSQL are skipped, across all 31 nodes of this conversational-AI build
  • A failed Slack or PostgreSQL call is retried rather than dropped, at any of the 31 nodes in this conversational-AI build
  • Batches the work so Slack rate limits never break a conversational-AI run
  • Every conversational-AI run leaves an audit row behind, alongside Slack

Use cases

  • Teams keeping Slack and PostgreSQL aligned by hand for conversational AI
  • A backlog too large to push into Slack in one pass, across 31 nodes
  • Conversational AI work where "Init Cursor" is still a manual step before Slack
  • Conversational AI work that only reaches Slack on a schedule, when someone remembers to start it

Integrations

SlackHTTP / REST APIPostgreSQLGoogle SheetsNotionHubSpotOpenAI

Workflow preview (31 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Weekly ScheduleSchedule TriggerInit CursorSetPage LoopSplit In BatchesFetch Page from APIHttp RequestSplit Result ItemsSplit OutNormalize Page ItemsCodeRemove Duplicate Reques…Remove DuplicatesUpsert Harvest into Pos…PostgresTally Harvest StatsSummarizeOffload to Post-Process…Execute WorkflowRecord Sub-workflow Res…Execution DataSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesLoad Previous SnapshotPostgresCompute Drift vs Snapsh…CodeStamp Completion TimeDate TimePersist Run MetadataExecution DataEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetTag Pipeline MetadataSetCap Batch VolumeLimitGuard Non-Empty queryFilterSort Requests Newest Fi…SortSummarize Run StatsSetAppend Audit Row (HubSp…HubspotSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Notion

What's inside (31 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

CodeConvert To FileDate TimeExecute WorkflowExecution DataFilterGoogle SheetsHttp RequestHubspotLimitNotionPostgresRemove DuplicatesSchedule TriggerSetSlackSortSplit In BatchesSplit OutSummarize

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Architect level

The deepest tier - sub-workflow delegation, state snapshots, and full observability.

  • Building a provider waterfall that only pays for a fallback on a real miss
  • Scoring records after enrichment so the score sees the richest data
  • Upserting so repeat runs update rather than duplicate

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Slack, HTTP / REST API, PostgreSQL, Google Sheets, …). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.