AI Studio for HubSpot

Make your HubSpot CRM AI-native.

Automate record-level work inside HubSpot workflows, connect Claude and ChatGPT to governed CRM data through an MCP server, and turn business questions into interactive reports.

Built by Resonate, a HubSpot Diamond Partner.

HubSpot AI architecture

Automation

Workflow Actions

HubSpot workflows run AI steps and write output back to records.

Update properties
Branch logic
Save notes

Source of truth

HubSpot CRM

Contacts, companies, deals, tickets, campaigns, forms, segments, custom objects, activity, and history.

Records
Associations
Marketing
Exports

AI clients

MCP Server

Claude, ChatGPT, Cursor, and other clients call governed HubSpot tools.

Reports

BI Agent

Ask in AI Studio or Slack. Get an interactive report with caveats.

Workflow Actions

Run AI inside HubSpot workflows.

Add AI Studio actions directly to HubSpot workflows. Use CRM context, prompts, files, URLs, and web data to classify records, enrich companies, detect spam, draft emails, transcribe calls, parse documents, translate content, and decide what happens next.

  • Configure actions in the HubSpot workflow builder.
  • Map record properties, files, and URLs into prompts and tools.
  • Use output to update properties, branch workflows, save notes, or trigger follow-up.
Example: classify a support ticket
Trigger enrollment for contacts
When this happens
Group 1
Associated Ticket description is known any number of times anytime
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1. Send to AI

Classify the support ticket into one category

Click to see configuration
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2. Edit record

Set Support Ticket Category to the outcome of Send to AI

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End

Click an action to see its configuration.

HubSpot MCP Server

A governed HubSpot data layer for AI clients.

Your team already uses AI clients. AI Studio lets those clients access HubSpot through approved MCP tools instead of pasted exports. OAuth, scopes, audit logs, and signed export URLs keep access controlled.

Ask from your AI client
Find open deals over $50k with no activity in the last 14 days.
Export ICP companies with recent form submissions and no open deal.
Compare win rate by lead source over the last two quarters.
1. YOUR TEAM ASKSThe CRO, in Slack:“Which industries closed the mostdeals last quarter, at what ACV,and where did our win-rate slipvs. Q1? I need it for the boardcall at 4.”2. INSIDE YOUR AI STACKClaudeChatGPTCursorAny MCP clientYour custom agentWhichever tool your teamalready pays for.3. RESONATE INTELLIGENCE LAYERAI STUDIO MCPPlans · queries · joinsaggregates · validatesLeads & contactsDeals & pipelineForms & campaignsCustom objectsMarketing analytics4. YOUR HUBSPOTCRMThe sourceof truth.No newwarehouse.Answer in plain English. Chart in the channel. Brief in your inbox.Audit-logged and OAuth-scoped to one portal. Resonate logs metadata, not records.
BI Agent

Ask a business question. Get a report.

Ask in the AI Studio web app or mention the BI Agent in Slack. Use it for pipeline health, campaign influence, lead quality, revenue trends, win/loss, customer segments, or CRM data quality. BI Agent does the analyst workflow and produces an interactive report your team can review and share.

Available on Enterprise plans for the web app and Slack.

# exec-staff8 members
Slack
S
Sarah ChenCRO · 3:14 PM

@BIAgent which industries closed the most deals last quarter, at what ACV, and where did our win-rate slip versus the prior quarter? I need it for the board call at 4.

BI
BI AgentAPP · 3:14 PM

BI Agent is working on it · 2 min

  • Planned the analysis (Q1 vs Q4, industry split, win-rate)
  • Pulled 412 closed-won deals from Q1 2026
  • Joined to 287 companies, grouped by industry
  • Pulled Q4 baseline for win-rate comparison
  • Validated data quality (no nulls, no dupes)
  • Rendered interactive report

Q1 2026 closed-won by industry · ACV & win-rate delta

Fintech leads at $2.1M ACV across 38 deals. Win-rate dropped 4.2pp in Healthcare - worth a look.

Fintech
$2.1M+1.4pp
SaaS
$1.5M+0.3pp
Healthcare
$1.1M-4.2pp
E-commerce
$0.7M+0.8pp
Manufacturing
$0.5M-1.1pp

Q1 revenue

$5.9M

+12% vs Q4

Deals closed

412

+38 vs Q4

Avg win-rate

27.8%

-0.9pp vs Q4

What I noticed

  • Healthcare lost 4.2pp on win-rate while every other top segment held or grew. Two deals over $200k slipped out of Q1. Probably worth a call.
  • Fintech is your engine: 38 deals at $55k ACV. If you doubled SDR coverage there, the math says one extra deal a week.
  • Three deals are missing a close-reason. Fix that and the pattern resolves.
S
Sarah ChenCRO · 3:18 PM

Perfect. Run the same view weekly - I want it in this channel every Monday at 8am, with the WoW delta. And re-run for Healthcare specifically, by deal owner.

Illustrative example. Figures are sample data.
Use cases

Built for HubSpot operators.

Marketing Ops

Qualify leads, detect spam, enrich companies, inspect campaign influence, and analyze lead quality.

Sales Ops

Research accounts, draft outreach, process call recordings, review stale deals, and inspect pipeline movement.

RevOps

Run data quality audits, normalize CRM fields, export joined datasets, and answer ad hoc HubSpot questions.

Service Ops

Classify tickets, route cases, extract document data, detect sentiment, and draft response context.

Leadership

Review pipeline health, revenue trends, win/loss, lead quality, and campaign contribution through finished reports.

Plans

Add the surfaces your team needs.

PROx5

Start with Workflow Actions

Automate record-level AI work inside HubSpot workflows.

PROx10

Add the MCP Server

Give Claude, ChatGPT, and Cursor governed access to HubSpot data.

Enterprise

Add the BI Agent

Get finished revenue reports in the AI Studio web app or Slack.

Credit-based plans, powered by OpenAI, Anthropic, Google, xAI, DeepL, ElevenLabs.

FAQ

Common questions.

Does AI Studio write data back to HubSpot?

Yes. Workflow Actions can use AI output to update properties, save notes, branch workflows, and trigger follow-up steps.

Do we have to paste HubSpot exports into ChatGPT or Claude?

No. The MCP Server gives approved AI clients governed access to HubSpot tools and data, so there are no manual CSV exports into unmanaged chats.

Which AI clients work with the MCP Server?

Any MCP-compatible client, including Claude, ChatGPT, and Cursor.

Can we control what data AI clients can access?

Yes. Access is OAuth-based and scoped to one portal, with audit logs and signed export URLs.

Is the BI Agent included in every plan?

No. The BI Agent is available on Enterprise plans for the web app and Slack.

Can Resonate help us implement this?

Yes. As a HubSpot Diamond Partner, Resonate can design the workflows, prompts, MCP tools, reports, and governance model that get value from AI inside your portal.

Book a demo

See AI Studio in your portal.

Get a 30-minute walkthrough with a Resonate HubSpot engineer. We'll map one workflow action, show how MCP connects HubSpot to your AI stack, and walk through BI Agent reporting.

  • AI Studio architecture walkthrough
  • Workflow Actions, MCP Server, and BI Agent overview
  • Diamond Partner implementation support

Start free trial

A Resonate HubSpot engineer reviews your portal, maps one practical AI workflow, and recommends whether Workflow Actions, MCP Server, BI Agent, or implementation support fits best.