Video Overview

How Breeze Uses Context to Power Smarter Marketing, Sales, and Service

Artificial intelligence is everywhere right now. Marketing teams are generating content faster than ever, sales teams are automating outreach, and support teams are deploying AI chatbots to handle customer inquiries.

Yet despite widespread adoption, many companies are still struggling to see real results from AI.

More content is being created. More emails are being sent. More research is happening.

But pipeline isn’t growing the way teams expected. Conversion rates aren’t improving dramatically. Customer support tickets aren’t resolving significantly faster.

So what’s missing?

According to HubSpot’s Miranda Tanner, the biggest gap in today’s AI tools isn’t capability — it’s context.

At the Profoundly Annual Kickoff 2026, Miranda shared how HubSpot AI, powered by Breeze, is designed to solve this problem by embedding AI directly into the customer platform and using real business context to drive meaningful outcomes.

In this guide, we’ll explore:

• Why most AI tools fail to deliver results
• What “context” actually means in AI-powered revenue teams
• How HubSpot Breeze AI works across marketing, sales, and service
• Why unified customer data is the foundation of effective AI
• Real performance results from HubSpot AI users

The Problem With Most AI Tools Today

Many organizations have adopted AI tools over the past two years.

However, the experience for many teams has been underwhelming.

Marketing AI problems

AI promised personalized campaigns at scale.

What many marketers got instead was generic content — often referred to as “AI slop” — content that sounds like everything else online.

Sales AI problems

Sales teams expected personalized outreach at scale.

Instead, they received generic templates like:

“I noticed your company does [insert company activity here].”

These messages lack relevance and rarely convert.

Service AI problems

Customer support promised 24/7 AI assistance that feels human.

Instead, customers often encounter rigid chatbot flows that feel robotic and unhelpful.

Across marketing, sales, and service, the story is the same.

AI is generating outputs — but not outcomes.

The Missing Ingredient in AI: Context

The reason most AI tools struggle is simple.

They lack context.

Context is what separates generic automation from intelligent decision-making.

In a business environment, context comes from three key sources.

1. Brand and Audience Understanding

Great teams understand their audience deeply.

They know:

• Which segments convert best
• Which products resonate with which industries
• When customers are most likely to buy

Generic AI tools lack this understanding.

2. Pattern Recognition

Experienced sales reps and marketers recognize patterns.

They know:

• Which deals close fastest
• Which objections appear at certain stages
• Which prospects are worth prioritizing

These insights are built from years of experience and data.

3. Institutional Memory

Organizations build knowledge over time.

For example:

• Customers who previously reported issues
• Deals that stalled at specific stages
• Messaging that consistently drives conversion

This knowledge often lives across systems — or inside employees’ heads.

Most AI tools cannot access this information.

Why Teams Are Still Doing the “Copy-Paste Olympics”

Without context, teams are forced to manually feed AI tools the information they need.

This leads to what many operators jokingly call the “copy-paste Olympics.”

Users constantly:

• Open multiple browser tabs
• Copy CRM data
• Paste brand guidelines
• Re-explain workflows to AI tools

Instead of AI saving time, teams end up spending time teaching AI how their business works.

This is the opposite of what AI should do.

Introducing HubSpot Breeze AI

HubSpot built Breeze AI specifically to solve the context problem.

Rather than adding AI as a bolt-on feature, HubSpot rebuilt its platform so that AI is native to the entire system.

Breeze runs on:

• A unified platform
• A shared data model
• A single code base

This allows AI to access the full customer journey across marketing, sales, and service.

The result is AI that understands your real customer context.

How Breeze Works: Assistants and Agents

Breeze operates through two main categories of AI functionality.

1. Breeze Assistant (AI that works with you)

Breeze Assistant helps users complete everyday tasks faster by leveraging their real HubSpot data.

Examples include:

• Preparing for sales calls
• Drafting personalized outreach
• Generating campaign ideas
• Surfacing insights from CRM data

Instead of generic responses, Breeze Assistant pulls information directly from your customer data.

For example, when preparing for a sales call, Breeze can instantly summarize:

• Prospect activity
• Deal history
• Previous conversations
• Customer interactions

Tasks that previously took 30–40 minutes can now take just minutes.

2. Breeze Agents (AI that works for you)

Breeze also includes AI agents designed to automate entire workflows.

These agents function like AI teammates within HubSpot.

Customer Agent

Handles routine support questions automatically, allowing support teams to focus on complex customer conversations.

Prospecting Agent

Identifies buying signals and drafts outreach before sales reps start their day.

Data Agent

Maintains CRM quality by capturing insights and identifying missing or incorrect data.

As teams continue to use HubSpot, these agents improve because the underlying customer data grows richer.

Why Unified Customer Data Makes AI Work

The real power of HubSpot AI comes from its unified customer platform.

Most AI tools only see fragments of business data.

For example:

• Marketing automation data
• Sales CRM data
• Support ticket data

When these systems are disconnected, AI cannot understand the full customer journey.

HubSpot brings these data sources together into a single platform.

This enables AI to connect insights across:

• Marketing campaigns
• Sales pipelines
• Customer support interactions

The result is AI that understands how your business actually operates.

Real Results From HubSpot Breeze AI

According to HubSpot’s 2025 ROI report, organizations using Breeze AI are already seeing measurable improvements.

Revenue Impact

• 86% of sales leaders report improved lead quality
• 84% report increased company revenue
• 72% of service leaders report higher customer lifetime value

Speed Improvements

Within six months of adopting AI:

• 3× increase in inbound leads
• 94% more deals closed
• 57% faster ticket resolution

Productivity Gains

Teams using Breeze report:

• 2.5 hours saved per user each week
• 39% faster ticket resolution
• 65% faster deal cycles with AI workflows

These results show that AI can drive meaningful outcomes when it’s grounded in real business context.

How to Start Using HubSpot Breeze AI

The good news is that most companies already have the foundation needed to start using AI effectively.

If your team uses HubSpot, your customer context already exists in the platform.

To begin:

1. Identify your biggest operational bottleneck
2. Match it to a Breeze AI use case
3. Deploy AI within an existing workflow

HubSpot also provides several resources to help teams get started:

• Breeze Use Case Library
• Breeze Prompt Library
• HubSpot training videos and tutorials

These tools help teams adopt AI gradually without requiring a massive transformation project.

The Future of AI in HubSpot

AI adoption is still early.

Many organizations are experimenting with prompts and isolated tools.

But the real transformation will happen when AI becomes embedded into revenue operations systems.

When AI has access to full customer context, it becomes far more than a content generator.

It becomes a revenue engine.

That’s the direction HubSpot is building toward with Breeze AI.

Frequently Asked Questions (FAQ)

What is HubSpot Breeze AI?

HubSpot Breeze is HubSpot’s AI platform designed to help marketing, sales, and service teams work more efficiently by using AI powered by real customer data from the HubSpot CRM.

How does Breeze AI differ from other AI tools?

Most AI tools rely on generic internet data. Breeze AI is trained on your HubSpot customer data, enabling it to deliver insights and recommendations specific to your business.

What are Breeze AI agents?

Breeze AI agents are autonomous AI tools within HubSpot that automate tasks such as customer support responses, prospect research, and CRM data management.

How does AI improve CRM workflows?

AI improves CRM workflows by automating repetitive tasks, identifying insights in customer data, prioritizing leads, and generating recommendations based on historical patterns.

Can HubSpot AI improve sales performance?

Yes. HubSpot AI can help sales teams prioritize leads, prepare for calls faster, draft personalized outreach, and identify buying signals, helping reps close deals more efficiently.

Is HubSpot Breeze AI available now?

Yes. Breeze AI features are already available within HubSpot and can be accessed through tools like Breeze Assistant, AI-powered workflows, and AI agents across the HubSpot platform.