AWS Acquires Conversational AI Firm NLX to Bolster Amazon Connect

AWS has acquired NLX, a conversational AI provider, to bolster its CCaaS platform: Amazon Connect. 

Founded in 2018, NLX has accumulated a deep roster of enterprise customers, including United Airlines, Red Bull, and Toyota. 

Its sustained focus on simplifying the self-service building process has proven a key enabler here, delivering a no-code canvas that allows business teams to collaborate and reimagine experiences. 

In doing so, these teams can blend modalities and AI models within a single journey.

Pasquale DeMaio, VP of Amazon Connect at AWS, announced the acquisition in a company blog post, emphasizing the speed-to-value NLX delivers.

“Through this acquisition, you can now deploy AI-powered customer experiences in Connect in weeks rather than months without sacrificing the control and reliability your enterprise demands.”

Pasquale DeMaio

VP of Amazon Connect at AWS

Yet, NLX’s focus on enabling multimodal experiences is perhaps more eye-catching.

Consider an experience where an AI voice agent projects visual terms and conditions on the customer’s smartphone to accept, resolving their query in one conversation.

Maybe the customer is instead choosing between two products. Here, the voice agent can display a visual product comparison, easing the decision. 

As a final example, consider an airline experience where a delay causes a passenger to miss their connection. Here, a proactive voice agent could present alternative options, book them onto a new journey, and display other digital elements, like a seat map.

Those are the experiences NLX strives to deliver through its Voice+ technology, which enables the AI agent and the customer to share the same screen in real time, blending voice guidance with interactive visuals.

Wait… Doesn’t Amazon Connect Already Have Native Conversational AI?

AWS already has a standalone conversational AI solution, which closely integrates with Amazon Connect: Amazon Lex.

Organizations can feed customer conversation transcripts, divided by specific intents, into Lex from inside Connect. 

From there, it automatically generates virtual agent prototypes for solving those queries, based on how human agents have done so. 

Engineering teams can then edit, test, optimize, and deploy those agents, all within Connect. 

Two years ago, that was an exciting innovation. Yet, AI agents have opened up the door for new customer experiences, which go beyond mimicking the processes that came before. 

Recognizing this, AWS embedded native AI agents for self-service into Amazon Connect in March 2025, and the NLX acquisition marks the next evolution of that journey.

More on How NLX Helps Brands Reimagine Self-Service Experiences

The pivot to AI-led service has exposed gaps in the processes and data that human agents have learned to workaround. 

For the next generation of AI to succeed, contact centers must close those gaps and design new experiences. 

After all, there’s limited value in making an inefficient process faster, and without a specialist understanding of customer experience and guidance, IT teams will do precisely that.

NLX challenges this concerning trend in two key ways. 

First, through its no-code canvas, which business teams can collaborate across to develop journeys that blend modalities and AI models within one experience.

Second, by delivering AI that overlays a brand's existing tech stack.

“AI should mold to your unique integrations and realities, not force your business to rebuild around the AI.”

Andrei Papancea

CEO & Co-Founder of NLX

By adapting the enterprise, not vice-versa, NLX - and now AWS - aims to focus on the experience and design adaptive experiences in a way that Lex never could. 

How Else Might NLX Boost Amazon Connect?

AWS follows NiCE in being a leading CCaaS player to have acquired a conversational AI firm, with its rival rolling up Cognigy in September 2025.  

Now, NiCE plans to develop a single workforce engagement management (WEM) platform to manage, monitor, and optimize the performance of AI and human agents.

By picking up NLX, AWS unlocks a similar opportunity to develop a single view of agent performance, which can inform a hybrid human-AI workforce strategy moving forward.  

While NiCE may have more heritage in WEM, AWS is innovating fast in the contact center, and this is an opportunity that may excite Amazon Connect customers. 

Increasing Consolidation Across the Conversational AI Space

The AWS-NLX announcement marks the second major acquisition of a conversational AI player this week. Indeed, SoundHound also made the headlines, snapping up LivePerson after previously rolling up Amelia and Interactions.

These moves suggest the market is entering a phase of consolidation. A recent roundup of the 2026 Forrester Wave for Conversational AI, Customer Service 2026 also inferred this trend. 

However, integrating and embracing new agentic frameworks will take time. 

That said, AWS does have an advantage in working closely with NLX before. For instance, here’s a case study of how Saks Fifth Avenue integrated NLX Voice+ into Amazon Connect to enable voice conversations with digital overlays. 

As such, this isn’t a major gamble; it’s a partnership that has enabled enterprise success, which AWS, ultimately, wishes to scale.