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IntermediateProfessionalAI AgentsScheduled trigger18 nodes

Augment company profiles with PostgreSQL

Runs on a schedule across PostgreSQL, Slack and HubSpot, diffs the two sides and writes only the gaps, then rolls the rows up into a few numbers. Built for conversational AI, around a "Pull Side A (HubSpot)" step, in 18 documented nodes.

Augment company profiles with HubSpot and PostgreSQL and log the results 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 18 nodes across PostgreSQL, Slack, HubSpot. 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 PostgreSQL and Slack in step for conversational AI, without anyone re-typing a row
  • Compares PostgreSQL against Slack before writing, so only genuine differences land
  • A failed PostgreSQL or Slack call is retried rather than dropped, at any of the 18 nodes in this conversational-AI build
  • Branches rejoin before PostgreSQL, so a conversational-AI run reports once rather than 18 times
  • Every conversational-AI run leaves an audit row behind, alongside PostgreSQL

Use cases

  • Teams keeping PostgreSQL and Slack aligned by hand for conversational AI
  • Reconciling PostgreSQL against Slack after the two quietly drifted apart
  • Conversational AI work where "Pull Side A (HubSpot)" is still a manual step before PostgreSQL
  • Conversational AI work that only reaches PostgreSQL on a schedule, when someone remembers to start it

Integrations

PostgreSQLSlackHubSpotGroq

Workflow preview (18 nodes)

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

Hourly ScheduleSchedule TriggerPull Side A (HubSpot)HubspotPull Side B (PostgreSQL)PostgresDiff the Two SystemsCompare DatasetsCreate Missing in Postg…PostgresCount In-Sync RowsAggregateApply Updates to Postgr…PostgresBackfill into HubSpotHubspotGather Sync ResultsMergeSave Execution MetadataExecution DataAlign Field NamesRename KeysCap Batch VolumeLimitGuard Non-Empty queryFilterSummarize Run StatsSetAppend Audit Row (Postg…PostgresSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…Slack

What's inside (18 nodes)

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

AggregateCompare DatasetsExecution DataFilterHubspotLimitMergePostgresRename KeysSchedule TriggerSetSlack

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

Advanced level

Adds branching depth and audit logging on top of the core pattern.

  • Upserting so repeat runs update rather than duplicate
  • Moving data between HubSpot, PostgreSQL and Slack in a single run
  • Splitting one run into branches and merging the results back

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 (PostgreSQL, Slack, HubSpot). 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.