Insights
Agentforce, AI, Salesforce, Service Cloud, Tableau

Why Salesforce keeps buying AI companies: Fin, Cresta, Listen Labs, Loops and Rune

3 November 2026
Mohamed Abdelsalam

On 2 November, Salesforce agreed to buy Cresta, a voice AI company that sells to contact centres. Counting from Fin in mid-June, that is six deals in under five months: Fin, Listen Labs, Loops, Braze, Rune Technologies and now Cresta. Go back to May 2025 and include the $8 billion Informatica deal, and I count 19 acquisitions in 18 months.

That looks like a spree. I think it is closer to a shopping list, and you can read the list from where each company ends up inside Salesforce. Five of the six are AI companies built around agents and analytics, and they are what this piece is about. The sixth, Braze, is a customer messaging platform that Salesforce is buying for about $5.66 billion to strengthen Marketing Cloud, and I come back to it below.

The five deals

Company	What it does	Where it goes	The deal (status on 3 November 2026)
Fin (formerly Intercom)	AI agent that resolves customer service questions end to end	Salesforce AI Labs, alongside Agentforce	Announced 15 June 2026. About $3.6 billion. Completed 10 September 2026.
Listen Labs	AI agents that interview customers and summarize what they say	Supports Marketing Cloud, Service Cloud and the wider AI portfolio	Announced 29 September 2026. Price not disclosed. Completed 2 November 2026.
Loops	AI analytics that explains why a KPI moved and what to do next	Tableau	Announced 12 October 2026. Price not disclosed. Completed 2 November 2026.
Rune Technologies	Military logistics software that keeps working offline	Missionforce	Announced 29 October 2026. Price not disclosed. Expected to close by 31 January 2027.
Cresta	Voice AI agents and live coaching for contact centres	Paired with Service Cloud	Announced 2 November 2026. Price not disclosed. Expected to close between February and April 2027.

What each one brings

Fin

Fin is the company that used to be called Intercom. It took the name of its AI agent in May 2026, and in June Salesforce agreed to buy it for about $3.6 billion. Fin answers customers on chat, email, WhatsApp, SMS, phone and Slack, using a support model it built itself. Salesforce puts its average resolution rate at 76%, and more than 30,000 companies use it. The deal closed on 10 September, ahead of schedule, and Fin now sits in Salesforce AI Labs.

Salesforce calls Fin a complement to Agentforce. In practice they do different jobs. Agentforce is a platform you configure around your own processes. Fin is a finished agent that goes live quickly, and Salesforce is pointing it first at smaller and commercial customers. I read the deal as Salesforce accepting that a lot of companies want a working service agent this quarter and have no appetite to design one.

Cresta

Cresta builds voice agents that take complex calls from start to finish. It also coaches human agents while they are on the call and analyses every conversation afterwards. Marriott, Comcast and Alaska Airlines are customers. Salesforce plans to pair it with Service Cloud once the deal closes, which it expects between February and April 2027, subject to regulatory approval.

One line in the announcement deserves attention from anyone who runs a contact centre. Salesforce says Cresta will keep supporting the contact centre and telephony platforms its customers already use. If that holds, you will not have to replace your telephony to use it.

Listen Labs

Listen Labs uses AI agents to design customer studies, run the interviews and summarize what people said. It can also simulate how customers are likely to react to an idea. Salesforce says this takes research from months to days, with a network of more than 50 million participants and interviews running around the clock in more than 120 languages. The price was not disclosed, and press reports put it at about $2 billion. The deal closed on 2 November.

Salesforce has not given it a single home. It says Listen Labs complements Marketing Cloud, Service Cloud and the rest of its AI products, which suggests the aim is to give every agent a better picture of the customer before it acts.

Loops

Loops watches a company’s KPIs, explains why a number moved and suggests what to do next, and managers can use it from Slack or email. It goes into Tableau as part of what Salesforce calls its agentic analytics strategy. Two analytics deals came before it in 2025: Waii, which turns plain questions into database queries, and Spindle AI, which handles forecasting. Loops also closed on 2 November.

Rune Technologies

Rune makes logistics software for the military. It forecasts supply needs, allocates resources, keeps working with poor or no connectivity and syncs with enterprise systems later. The US Army and Marine Corps use it. It goes into Missionforce, Salesforce’s national security business. Salesforce says its defence business is growing 80% year over year, one year after launch, and it holds a 10-year US Army contract with a $5.6 billion ceiling. Salesforce calls Rune its most significant national security acquisition so far, and expects to close it by 31 January 2027.

Few of our clients will ever buy Missionforce. The direction still matters to them. I read it as Salesforce wanting agents that keep working on a site, in a warehouse or in a vehicle, and catch up with the core systems when the connection comes back.

What the five add up to

An AI agent on its own answers questions. To run a process from start to finish it needs more around it. It has to understand the customer before it acts, reach them on whatever channel they use, find out whether the action worked, and keep going when the network drops. Map this year’s deals against that list and each one fills a gap Agentforce had a year ago.

What an agent needs	What Salesforce bought
Understand the customer	Listen Labs for research and simulation, with Informatica (about $8 billion, completed November 2025) and Contentful for the data and content underneath
Reach the customer	Fin for chat and messaging, Cresta for voice, and Braze (about $5.66 billion, announced 20 October 2026, still pending) for marketing messages
Know whether it worked	Loops inside Tableau, after Waii and Spindle AI
Keep going when the network drops	Rune inside Missionforce
Charge for the work	m3ter, a usage metering and billing company, completed July 2026

Salesforce’s name for the whole picture is the agentic enterprise. At Dreamforce in September it launched AIforce, a layer that puts Salesforce inside Claude, Slack and other tools, on top of Data 360, Customer 360 and Agentforce. It has since been renamed SIForce. The acquisitions supply much of what sits underneath it.

Why buy so many, so fast

Building voice agents, or a research panel of 50 million people, from scratch would take Salesforce years. Each of these companies arrives with a working product, paying customers and a team that has already made the expensive mistakes. The market for agents is being settled now, and Salesforce has chosen not to wait.

Investors are part of it too. In the second quarter of fiscal 2027, Salesforce reported revenue of $11.3 billion, up 11%, and Agentforce annual recurring revenue above $1.5 billion, up 240%. The Agentforce figure from that quarter also includes Slackbot and Headless 360, so read the growth rate with care. The market worries that AI will shrink demand for traditional software, and Reuters reported the Braze deal against that backdrop.

Salesforce is also protecting two of its biggest businesses. Service and marketing are where AI-native competitors attack first, and diginomica pointed out that growth in Salesforce’s marketing and commerce business had slipped slightly below zero before the Braze deal. Fin and Cresta protect the service business, while Braze and Listen Labs give marketing something new to sell.

Where it could go wrong

Constellation Research asked the obvious question after the Fin deal: if Agentforce is as capable as Salesforce says, why buy another agent? My answer is that Agentforce is a platform and Fin is a product, and plenty of customers want the product. It is still a fair question to put to your account team.

Forrester’s concern after Dreamforce was more practical. It says Fin, Qualified, Contentful and Momentum will remain standalone for the foreseeable future. That means separate products, separate roadmaps and separate pricing until the integration catches up. Forrester also calls the strength of the partner ecosystem a critical enabler of customer value.

Then there is overlap. Fin and Agentforce both answer service questions, and Braze and Marketing Cloud both send marketing messages. For a while Salesforce will sell both of each, and the line between them will move.

What I would do now

Start with your channels. If most of your service volume comes through web chat and WhatsApp, Fin and Agentforce are competing for the same work, so run both on your real conversations and compare the cost of each resolved case. If most of it is voice, wait until Cresta closes, and test Arabic dialects on your own call recordings before you plan around it.
Get the integration roadmap in writing before any multi-year renewal: which contract, which console and which customer record each acquired product will use in 2027. Separate products are manageable. Surprises at renewal are expensive.
Clean up the customer record first. Every one of these products reads the same data, and duplicates, missing consent flags and stale contacts make an agent wrong in front of your customers. Salesforce paid about $8 billion for Informatica for a reason.
Cost pilots by usage. Salesforce now reports what it calls agentic work units and has bought a metering company, so price each pilot by conversations, minutes or interviews, and agree in advance what happens when volumes triple.
If you run Tableau, ask when Loops ships inside it. An explanation that lands in Slack, where managers already work, will get read more often than another dashboard.

If you are working out how far to take agents in 2027, our Agentforce readiness assessment is a sensible first step, and an agent charter sets the rules for what agents are allowed to do. For how Claude fits into the same platform, see Claudeforce explained.

My view

Salesforce is assembling everything an agent needs to finish a job: knowing the customer, talking to them on any channel, acting, and proving the result. It is buying the pieces because building them would take longer than its customers and investors are willing to wait.

For customers that is mostly good news. Chat, voice, research and analytics from one supplier, all reading one customer record, beats five suppliers wired together by hand. The cost is the bill, and the sprawl while the integration catches up. My advice to the leaders we work with is to buy the outcome you need this year, and to make Salesforce show you the integration working on your own data before you pay for the rest.

Planning AI in service or marketing for 2027? Arcsen is a Salesforce Summit partner working across the Gulf and Egypt. Talk to us about which of these products fits your channels, data and budget.

Frequently asked questions

Which companies has Salesforce agreed to buy in 2026?

Ten so far: Cimulate, Momentum, Contentful, m3ter, Fin, Listen Labs, Loops, Braze, Rune Technologies and Cresta. The first seven have closed. Braze, Rune Technologies and Cresta were still pending on 3 November 2026.

How much did Salesforce pay for Fin?

About $3.6 billion, subject to customary price adjustments. Fin is the company formerly called Intercom. The deal was announced on 15 June 2026 and completed on 10 September 2026.

What is Cresta, and when will the deal close?

Cresta makes voice AI for contact centres: voice agents that handle complex calls, live coaching for human agents and analysis of every conversation. Salesforce plans to pair it with Service Cloud and expects the deal to close between February and April 2027, subject to regulatory approval.

What does Listen Labs do?

Listen Labs uses AI agents to design customer studies, interview customers and summarize the findings, and can simulate how customers might react. Salesforce says it has a network of more than 50 million participants and runs interviews in more than 120 languages. The deal completed on 2 November 2026.

What will Loops add to Tableau?

Loops monitors KPIs, explains why a metric changed and suggests next steps, and people can ask it questions from Slack or email. Salesforce completed the deal on 2 November 2026 and is moving the technology and team into Tableau.

Why did Salesforce buy Rune Technologies?

Rune makes military logistics software that forecasts supply needs and works with little or no connectivity. It joins Missionforce, the Salesforce national security business. Salesforce says its defence business is growing 80% year over year, one year after launch.

Should we change our Agentforce plans because of these deals?

Keep building on clean data and a short list of use cases. For customer service, compare Agentforce, Fin and, once it closes, Cresta against your own channels and costs, and get the integration roadmap for each product in writing before you renew.

Sources

Mohamed Abdelsalam

Mohamed Abdelsalam is the founder and CEO of Arcsen. He has more than 16 years of experience in CRM solution sales and industry business development, including roles as Country Leader for Synerise in the Middle East and Africa and Senior Territory Manager at Oracle. His focus is CRM, cross-channel marketing, AI and machine learning.