Two years after Generative AI took off, one factor is obvious: AI will remodel the best way companies function. However for many small and medium companies, the AI panorama feels overwhelming. They don’t want the hype; they want sensible assist.
The truth is that fifty% of small companies fail inside 5 years. Not as a result of beginning a enterprise is difficult, however as a result of scaling one is brutal. Once you’re caught between restricted assets and impressive development targets, you want instruments that ship precise outcomes, no more complexity.
That’s what we’re constructing with Breeze — AI designed particularly for scaling corporations, constructed instantly into HubSpot’s buyer platform. On this submit, we’ll take you behind the scenes of how we’re constructing Breeze, the most typical use circumstances, and the way it’s already serving to actual companies drive outcomes.
The Breeze Tech Stack: Constructing for the AI-First Period
Software program is evolving. What began as desktop packages within the Nineteen Nineties and moved to cloud-based SaaS within the 2000s is now coming into a brand new period: software program that doesn’t simply serve, however works towards outcomes. That is the shift from “software program as a service” to “outcomes as a service.”
We’re not constructing AI as a result of it’s the most recent tech pattern — we’re utilizing AI to ship what clients are literally after: extra leads, quicker gross sales cycles, and higher buyer satisfaction. With Breeze, scaling corporations can rapidly and simply get worth from AI linked to their buyer information. We’re distinguishing Breeze in 3 ways to allow HubSpot clients to get probably the most out of AI:
- Our platform unifies structured information (like CRM information) and unstructured information (comparable to emails, calls, and transcripts) with exterior information like purchaser intent and firm information to provide Breeze the complete image.
- Our “all-on-one” strategy supplies context throughout the client journey, in contrast to level answer AI brokers that fall quick and not using a full understanding of the GTM.
- Our agent ecosystem connects people with AI brokers to increase their groups — some constructed by HubSpot, others by companions and citizen builders — all seamlessly linked to buyer information to unravel any want.
The 4 Layers of Breeze
We’re constructing Breeze in 4 layers with information and context as the muse. It’s one thing HubSpot is uniquely positioned to offer because the supply of fact for almost 250,000 corporations with thousands and thousands of customers. From there, we assist clients make sense of that information, customise and prolong Breeze, and use it to energy their GTM — all with out having to turn out to be AI specialists themselves.
1. Context Layer: Unified Knowledge for Highly effective AI
AI is just pretty much as good as the info that powers it. Think about asking your AI assistant to assist with a buyer challenge, however it may possibly‘t see their latest emails, doesn’t learn about their final help name, and has no concept in regards to the new product replace that may clear up their drawback. That‘s the fact of most AI instruments as we speak — they’re good, however they’re working blindfolded.
Offering full buyer context is important to AI delivering on its full promise, and that is what makes HubSpot stand out from different instruments available in the market. Solely HubSpot has the depth and breadth of knowledge throughout the client journey, and might unify it to coach our AI methods. That’s what makes Breeze’s Context Layer so distinctive:
- Breeze Data Fashions: Not one, however a number of specialised fashions that pull your whole information into one clear image of your buyer, their pursuits, objections, and extra. We mix the most recent basis fashions — from OpenAI, Stability AI, Google, Anthropic, and others — with our personal customized fashions and deep understanding of the GTM for scaling companies, so that you get one of the best of AI with out worrying about which mannequin is greatest this month.
- Structured Knowledge: This has all the time been our power — buyer information, firm data, contact information, and all of the wealthy CRM data that HubSpot has organized for over 15 years.
- Unstructured Knowledge: This represents as much as 80% of a enterprise’s information that, till now, has been trapped, unable for use. Suppose emails, name transcripts, assembly recordings, conversations. Our acquisition of Body.ai in 2024 permits us to make use of this information for the primary time, a functionality missing in most options in the marketplace as we speak.
- Exterior Knowledge: Consider this as all the info that exists out on this planet, past your organization. We’re capable of understand this exterior information throughout textual content, audio, and video, together with over 200 million purchaser and firm profiles, data from earnings releases, funding rounds, and different related information posted throughout the web.
Once you’re constructing a enterprise, you don’t have time to hunt by way of a number of methods or sustain with AI developments. We soak up that complexity and convey collectively your inner and exterior information so Breeze has the entire image.
2. Intelligence Layer: The Mind of Breeze
Our Intelligence Layer is the cognitive engine that processes your information into insights — it’s the “mind” of Breeze. Whereas nascent as we speak, we’re eager about this in 3 ways to make Breeze much more highly effective sooner or later:
- Reasoning: Breeze received’t simply search for solutions — it is going to suppose issues by way of, connecting totally different items of knowledge to work out options, like your greatest staff tackling powerful issues.
- Reminiscence: In contrast to primary chatbots that overlook conversations the second they’re over, Breeze remembers. That is the following evolution in AI personalization and high quality. Breeze will study from earlier conversations and keep in mind key consumer info and preferences that can be utilized throughout all of their interactions. No extra repeating your self.
- Prediction: As an alternative of simply reacting to issues, Breeze spots patterns and anticipates what would possibly occur subsequent by way of predictive analytics. For instance, as an alternative of discovering out a shopper could not renew 30 days earlier than expiration, Breeze flags regarding indicators (reducing utilization, logins, fewer help tickets) months earlier than the contract ends.
You shouldn’t want an enormous information science staff to show uncooked enterprise information into insights you may act on. With Breeze, each enterprise will have the ability to cause by way of issues, keep in mind each interplay, and predict what comes subsequent.
3. Integration Layer: Your AI, Your Means
Consider Breeze’s Integration Layer because the command heart the place you may management, customise, prolong, and keep high quality throughout your AI implementation. Right here’s what that may appear like:
- Safety & Governance: We’re constructing sturdy protections that preserve your information secure and personal, together with instruments for zero information retention, EU area processing, management over coaching information, and complete belief and security options.
- Analysis: Breeze will get higher the extra you utilize it with methods that repeatedly assess the standard of AI outputs, study from buyer corrections, and enhance responses over time.
- Breeze APIs: Trendy connectors will expose Breeze’s capabilities to different methods, permitting Breeze to work the place your staff works. Throughout Zoom conferences, for instance, a Breeze-powered panel might mechanically show related account historical past and recommend subsequent steps, serving to your staff shut offers quicker.
- Abilities: These would be the constructing blocks of our agentic experiences — reusable capabilities you may combine and match to create customized options with out ranging from scratch. Consider them like singular, repeatable duties you would possibly see throughout totally different jobs: draft an e mail, schedule a gathering, or generate a abstract.
Customized improvement is a Fortune 500 recreation. Breeze is constructed for the Future 5000 — prepared to make use of out of the field, with intentional customization capabilities sooner or later.
4. Utility Layer: Straightforward Instruments to Develop
Lastly, Breeze‘s Utility Layer supplies the interfaces that clients instantly work together with. It’s the place we package deal up all that highly effective AI expertise into easy-to-use instruments that clients use to generate leads, construct pipeline, and higher service their clients. It contains:
- Sensible CRM: Our AI-powered system of document unifies your information, groups, and tech stack with options like conversational intelligence and good workflows.
- AI-Powered Hubs: With over 100 embedded AI options, our Hubs function a system of engagement for GTM groups to effectively join with clients and achieve their targets, like driving leads, closing offers, and resolving help tickets.
- Breeze Copilot: Your digital assistant that works alongside you, making ready for conferences, producing copy, and surfacing key insights whenever you want them.
- Breeze Brokers: Brokers can deal with particular duties and are prepared to make use of in minutes, like our Buyer Agent. They prolong your staff, so you may give attention to higher-value work.
We consider the longer term shall be brokers and people working collectively in hybrid groups. And whereas HubSpot will construct the brokers we predict most clients will want more often than not, we’re additionally opening up an ecosystem for agent builders to each construct and promote specialised brokers by way of our Agent Market. We’re studying about what builders want with Agent.ai, which already has over a million customers.
The place Breeze is Delivering Worth Now
Whereas most corporations have experimented with AI options over the previous two years, scaling companies want clear, actionable steering on the place to begin to get precise ROI. This roadmap exhibits precisely the place to start with Breeze for instant outcomes, based mostly on what’s working for our customers right now, and find out how to get much more worth with AI over time.
Right here’s The place to Begin At present
These are the areas the place clients are accelerating their GTM with Breeze — the options you must implement first to scale help, generate leads, and shut offers quicker.
For Buyer Service Groups
Resolve Buyer Points
- Earlier than: Help groups are overwhelmed with routine questions, manually digging by way of information bases whereas higher-priority points wait.
- After: Customer Agent resolves tier-one points mechanically (we’re seeing 47% decision charges on common, with some clients hitting over 60% with complete information bases) with simply minutes of setup time.
Streamline Ticket Dealing with
- Earlier than: Reps waste time scrolling by way of countless dialog histories making an attempt to determine the core challenge and context wanted for decision, and crafting responses to repetitive questions.
- After: Breeze offers reps the TL;DR — mechanically summarizing ticket content material with instructed responses, lowering response time by as much as 40% and guaranteeing constant, correct solutions.
For Advertising Groups
Scale Content material Creation
- Earlier than: Entrepreneurs have one nice weblog submit, however manually creating 10 weblog posts, 2 touchdown pages, and a podcast and video round it takes days.
- After: Content Remix takes your top-performing content material and mechanically builds a marketing campaign round it whereas sustaining your model voice — it even helps you produce short-form videos that offer higher ROI than every other format.
Optimize Emails for Conversion
- Earlier than: Entrepreneurs spend hours brainstorming topic traces, A/B testing a number of variations, and second-guessing their messaging effectiveness.
- After: Breeze generates high-converting e mail topic traces and preview textual content tailor-made to your marketing campaign targets and viewers in seconds, growing open charges with out the guesswork.
For Gross sales Groups
Enhance Prospecting
- Earlier than: Gross sales reps spend extra time looking than promoting, digging by way of CRM information and manually researching prospects earlier than calls.
- After: Breeze Copilot (now with over 75,000 weekly lively customers) preps you for calls immediately with all the fitting contact particulars, firm information, and former interactions you want, and drafts personalised follow-ups — proper in your workflow.
Improve Gross sales Productiveness
- Earlier than: Reps evaluation prolonged deal notes and exercise historical past, losing time on offers that received’t shut and lacking indicators on those that may.
- After: Breeze’s AI-powered deal scores immediately spotlight which alternatives deserve consideration and which of them are in danger, whereas AI-generated purchaser insights summarize purchaser targets and interplay historical past to make it straightforward to prep for calls.
Actual Outcomes From HubSpot Clients
The true measure of any expertise is not its capabilities however the outcomes it delivers. Right here’s what HubSpot customers say in regards to the worth of Breeze:
- Transkribus carried out Buyer Agent to resolve 60% of inquiries automatically: “Implementing the Buyer Agent has been transformative. What was a handbook, time-intensive course of is now streamlined and environment friendly.”
And that is just the start. Sooner or later, Breeze will remodel how companies function throughout their whole go-to-market technique.
Think about help groups stopping issues earlier than tickets are created, with AI that spots at-risk clients early. Image entrepreneurs discovering and focusing on solely their most certified prospects with precision, dramatically growing conversion charges. Envision your gross sales staff centered solely on shopper relationships, whereas Breeze seamlessly handles all the things else — making ready the second conferences are scheduled, offering real-time intelligence throughout calls, and automating each post-meeting process with out lifting a finger.
That is the way forward for Breeze — not simply automating duties, however basically reimagining the way you join with clients at each touchpoint.
Trying Ahead: Our AI-First Buyer Platform
Our AI-first strategy means we aren’t “bolting” AI onto our platform, however deeply embedding it on the platform stage to energy all experiences — workflows, automation, and insights. In 2025, we’re centered on a number of enhancements at each layer:
- Context Layer: Increasing our Breeze Data Fashions with deeper integration of unstructured information throughout the go-to-market journey.
- Intelligence Layer: Constructing extra subtle reasoning, reminiscence, and predictive capabilities to assist Breeze clear up more and more complicated enterprise issues.
- Integration Layer: Strengthening our safety, governance, and analysis methods to make sure trusted AI throughout all Breeze options.
- Utility Layer: Creating new specialised brokers and enhancing our present instruments with much more AI capabilities.
Serving to Scaling Companies Develop Higher with AI
For us, AI shouldn’t be about shiny cool expertise — it is in regards to the transformative worth it brings to small and medium companies. What excites and conjures up us is making use of AI to create a future the place small groups can obtain massive outcomes, and the place firm measurement now not determines firm success.
Once you’re scaling, the very last thing you want is to turn out to be an AI knowledgeable in a single day. With Breeze, you do not have to. It delivers the facility of AI with out the complexity, letting you give attention to what you do greatest: rising your online business.
Wish to study extra about how Breeze can remodel your online business? Contact our team for a demo as we speak.*
*A few of the options and capabilities mentioned on this submit are plans, not guarantees or ensures. We’re as excited as you to see new issues make it into HubSpot merchandise, however the improvement, releases, and timing of any particular options or performance stays at our sole discretion. Please consult with our product pages to see what’s obtainable as we speak.
