AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model


AWS Box Revel in (AFX) empowers Amazon Web Services (AWS) gross sales groups with generative AI answers constructed on Amazon Bedrock, making improvements to how AWS dealers and shoppers have interaction. The AFX staff makes use of AI to automate duties and supply clever insights and proposals, streamlining workflows for each customer-facing roles and inside reinforce purposes. Their method emphasizes operational potency and sensible improvements to day by day processes.

Ultimate 12 months, AFX offered Account Summaries as the primary in a imminent lineup of gear designed to reinforce and streamline gross sales workflows. Via integrating structured and unstructured information—from gross sales collateral and visitor engagements to exterior insights and device studying (ML) outputs—the software delivers summarized insights that provide a complete view of purchaser accounts. Those summaries supply concise overviews and well timed updates, enabling groups to make knowledgeable selections all the way through visitor interactions.

The next screenshot displays an instance of Account Abstract for a visitor account, together with an govt abstract, corporate evaluation, and up to date account adjustments.

An image showing account summary of AnyCompany Air Lines, including financial metrics, AWS usage, support cases, and recent updates.

Migration to the Amazon Nova Lite basis fashion

First of all, AFX decided on a spread of fashions to be had on Amazon Bedrock, each and every selected for its particular functions adapted to the varied necessities of more than a few abstract sections. This was once performed to optimize accuracy, reaction time, and price potency. On the other hand, following the creation of cutting-edge Amazon Nova basis fashions in December 2024, the AFX staff consolidated all its generative AI workload onto the Nova Lite fashion to capitalize on its industry-leading value efficiency and optimized latency.

Since transferring to the Nova Lite fashion, the AFX staff has completed a exceptional 90% relief in inference prices. This has empowered them to scale operations and ship higher trade price that at once helps their project of making environment friendly, high-performing gross sales processes.

As a result of Account Summaries are continuously utilized by dealers all the way through on-the-go visitor engagements, reaction pace is important for keeping up vendor potency. The Nova Lite fashion’s ultra-low latency is helping make sure that dealers obtain speedy, dependable responses, with out compromising at the high quality of the insights.

The AFX staff additionally highlighted the seamless migration enjoy, noting that their present prompting, reasoning, and analysis standards transferred easily for the Amazon Nova Lite fashion with out requiring vital changes. The combo of adapted recommended controls and certified reference content material creates a bounded reaction framework, minimizing hallucinations components and inaccuracies.

General have an effect on

Since the use of the Nova Lite fashion, over 15,600 summaries had been generated through 3,600 dealers—with 1,500 of the ones dealers generating greater than 4 summaries each and every. Impressively, the generative AI Account Summaries have completed a 72% favorability charge, underscoring robust vendor self assurance and common approval.

AWS dealers document saving a median of 35 mins in step with abstract, a get advantages that considerably boosts productiveness and allocates extra time for visitor engagements. Moreover, about one-third of surveyed dealers famous that the summaries undoubtedly influenced their visitor interactions, and the ones the use of generative AI Account Summaries skilled a 4.9% building up within the price of alternatives created.

A member of the AFX staff defined, “The Amazon Nova Lite fashion has considerably decreased our prices with out compromising efficiency. It allowed us to get speedy, dependable account summaries, making visitor interplay extra productive and impactful.”

Conclusion

The AFX staff’s product migration to the Nova Lite fashion has delivered tangible endeavor price through improving gross sales workflows. Via migrating to the Amazon Nova Lite fashion, the staff has now not most effective completed vital value financial savings and decreased latency, however has additionally empowered dealers with a number one clever and dependable resolution. This procedure has translated into real-world advantages—saving time, simplifying analysis, and bolstering visitor engagement—laying a cast basis for ongoing trade targets and sustained good fortune.

Get began with Amazon Nova at the Amazon Bedrock console. Be told extra on the Amazon Nova product page.


In regards to the Authors

Anuj Jauhari is a Senior Product Advertising and marketing Supervisor at Amazon Internet Services and products, the place he is helping shoppers understand price from inventions in generative AI.

Ashwin Nadagoudar is a Tool Building Supervisor at Amazon Internet Services and products, main go-to-market (GTM) methods and person adventure tasks with generative AI.

Sonciary Perez is a Foremost Product Supervisor at Amazon Internet Services and products, supporting the transformation of AWS Gross sales via AI-powered answers that pressure vendor productiveness and boost up income expansion.



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