AI Studio for HubSpot

Make your HubSpot CRM
AI-native.

Name: AI Studio for HubSpot
Author: Resonate

Run AI inside HubSpot workflows, connect Claude and ChatGPT to governed CRM data through an MCP server, and turn business questions into interactive reports.

Start free trial Book a demo

Built by Resonate, a HubSpot Diamond Partner · No HubSpot data leaves your portal

ai.resonatehq.com / reportsAI Studio

Workflow Actions

MCP Server

BI Agent

Credits

Interactive report

Q1 closed-won by industry

Fintech

$2.1M

SaaS

$1.5M

Healthcare

$1.1M

E-commerce

$0.7M

Revenue

$5.9M

+12%

Deals

412

+38

Win rate

27.8%

-0.9pp

HubSpot AI architecture

One AI layer on top of the CRM you already run.

HubSpot stays the source of truth. AI Studio adds AI exactly where operators need it — inside workflows, inside the AI clients your team already uses, and inside reporting. No new warehouse, no pasted exports.

Run & connect

Workflow Actions

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

Update propertiesBranch logicSave notes

MCP Server

Approved AI clients call governed HubSpot tools — no manual exports.

OAuth scopesAudit logsSigned exports

Source of truth

HubSpot CRM

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

RecordsAssociationsMarketingExportsHistory

Consume

AI clients

Claude, ChatGPT, Cursor, and custom agents query through scoped MCP tools.

SearchAggregatesCSV exports

BI Agent

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

Plans analysisValidatesPublishes

Product architecture

Three ways to put AI to work on HubSpot data.

Use one surface on its own, or combine all three. Each runs on governed CRM access and credit-based pricing.

Inside HubSpot

Workflow Actions

Run AI inside HubSpot workflows. Map fields, files, and URLs into actions, then use the output to update properties, branch workflows, save notes, or trigger follow-up.

Learn more Inside AI clients

MCP Server

Give Claude, ChatGPT, Cursor, and other MCP-compatible clients scoped access to HubSpot tools for search, metadata, associations, aggregates, and CSV exports.

Learn more Inside AI Studio & Slack

BI Agent

Ask in AI Studio or mention the BI Agent in Slack. It plans the analysis, resolves metadata, pulls data, checks caveats, and publishes an interactive report.

Learn more

Workflow Actions

Run AI inside HubSpot workflows.

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

Configure actions in the native HubSpot workflow builder.
Map record properties, files, and URLs into prompts and tools.
Use output to update properties, branch, save notes, or trigger follow-up.

See Workflow Actions

HubSpot workflow builderExample: classify a support ticket

•

Trigger

Contact enrollment

Associated Ticket description is known

Action 1 · Send to AI

Classify the support ticket

Into one of 6 categories

Action 2 · Edit record

Set Support Ticket Category

To the outcome of Send to AI

End

Workflow complete

Record updated, follow-up enrolled

HubSpot MCP Server

A governed HubSpot data layer for AI clients.

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

1Your team asks

SCSarah, CRO

“Which industries closed the most deals last quarter, at what ACV, and where did our win-rate slip vs. Q1? I need it for the board call at 4.”

2Inside your AI stack

Whichever tool your team already pays for.

Claude

ChatGPT

Cursor

Any MCP client

3Resonate layer

AI Studio MCP

plans · queries · joins · aggregates · validates

Leads & contacts

Deals & pipeline

Forms & campaigns

Custom objects

4Your HubSpot

HubSpot CRM

The source of truth. No new warehouse. Audit-logged and OAuth-scoped to one portal — Resonate logs metadata, not records.

Answer in plain English · Chart in the channel · Brief in your inbox

Explore MCP Server

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.

#exec-staff8

Sarah ChenCRO3:14 PM

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

BI Agent

Ask a business question. Get a report.

Ask in the AI Studio web app or mention the BI Agent in Slack — pipeline health, campaign influence, lead quality, win/loss, or CRM data quality. It runs the full analyst workflow and produces an interactive report your team can review and share.

Plans the analysis and resolves HubSpot metadata automatically.
Pulls and joins data, then validates quality before publishing.
Surfaces caveats and what changed — not just numbers.

Available on Enterprise plans · web app + Slack

See BI Agent

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.

Integrations

Connect the AI tools your team already uses.

Use these models and apps inside HubSpot workflow actions, or give AI clients governed access to CRM data through the MCP Server.

AI model

OpenAI

Run OpenAI models inside HubSpot workflow actions to classify, draft, and enrich records.

View integration AI client

ChatGPT

Use GPT models in HubSpot workflows, and connect ChatGPT to governed CRM data through MCP.

View integration AI client

Claude

Bring Anthropic's Claude into HubSpot workflows and give it scoped CRM access through MCP.

View integration AI model

Cohere

Bring Cohere's Command models into HubSpot workflows for enterprise-grade text generation.

View integration App

Notion

Create and link Notion pages and database items directly from HubSpot records.

View integration App

Deliver real-time HubSpot lead, deal, and form notifications straight to Telegram.

View integration

Plans

Add the surfaces your team needs.

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

Step 1

PRO · ×5

Start with Workflow Actions

Automate record-level AI work inside HubSpot workflows — classify, enrich, draft, and decide.

5×credit multiplier

Choose plan

Add the MCP Server

Give Claude, ChatGPT, and Cursor governed access to HubSpot data through scoped MCP tools.

10×credit multiplier

Choose plan

Step 3

Enterprise

Add the BI Agent

Get finished revenue reports in the AI Studio web app or in Slack, on demand or scheduled.

∞web app + Slack

Choose plan

Compare all AI Studio plans

FAQ

Common questions.

Everything teams ask before turning AI Studio on in their portal.

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.

Related services

Need help putting AI Studio to work?

Hands-on engagements to design the prompts, MCP workflows, and BI reports that get value from AI inside HubSpot.

Service

Managed RevOps & HubSpot Support

Ongoing ops desk for automation design, reporting, and experiments that keep GTM teams in sync.

View service Service

HubSpot Marketing Analytics

Attribution, dashboards, and reporting that prove marketing ROI and optimize revenue ops.

View service

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

Open AI Studio

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.