AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. In this post, we present a solution that D2L.ai

APIs 103

APIs Benchmark Best practices Engineering 103

Spearline

FEBRUARY 3, 2020

With such a rise in popularity of mobile usage around the world, we are delighted to announce that from February 2020, our customers will be able to test the sending of an SMS message to a destination specified by them, via the Spearline API. Access real-time reporting and analytics via Spearline API polling.

Telecommunications 92

Telecommunications APIs Benchmark Enterprise 92

Spearline

JULY 21, 2022

Consequently, no other testing solution can provide the range and depth of testing metrics and analytics. And testingRTC offers multiple ways to export these metrics, from direct collection from webhooks, to downloading results in CSV format using the REST API. Happy days! You can check framerate information for video here too.

Scripts 98

Scripts APIs Metrics Analytics 98

AWS Machine Learning

JUNE 6, 2024

Jina Embeddings v2 is the preferred choice for experienced ML scientists for the following reasons: State-of-the-art performance – We have shown on various text embedding benchmarks that Jina Embeddings v2 models excel on tasks such as classification, reranking, summarization, and retrieval.

Benchmark 121

Benchmark Enterprise Construction APIs 121

CSM Magazine

APRIL 29, 2024

In this article, we’ll explore five key capabilities of BI that empower businesses to monitor social media conversations, analyze sentiment, conduct competitor analysis, create customized dashboards and reports, and integrate social media data with other sources for comprehensive analytics.

Analytics 52

Analytics Metrics CRM APIs 52

AWS Machine Learning

NOVEMBER 30, 2023

When ML models deployed on instances receive API calls from a large number of clients, a random distribution of requests can work very well when there is not a lot of variability in your requests and responses. He’s passionate about applying machine learning to the area of analytics. Outside of work, he enjoys the outdoors.

Engineering 123

Engineering APIs Benchmark Enterprise 123

Hodusoft

NOVEMBER 27, 2020

They can optimize and monitor the performance of their team with real-time customizable API based wallboards and dashboards. The system provides managers with call analytics, dashboards, and alerts. With real-time analytics and reports, management can pinpoint which agents need more training and who are performing well.

Contact Center 52

Contact Center Analytics Contact center software APIs 52

AWS Machine Learning

JUNE 21, 2024

The application’s frontend is accessible through Amazon API Gateway , using both edge and private gateways. Amazon Bedrock offers a practical environment for benchmarking and a cost-effective solution for managing workloads due to its serverless operation. The following diagram visualizes the architecture diagram and workflow.

Engineering 128

Engineering Construction APIs Benchmark 128

Upstream Works

MARCH 21, 2019

Establishing customer trust and loyalty is the single most important aspect of customer experience, according to the Dimension Data 2019 Global Customer Experience Benchmarking Report. Actionable Insights, Customer Journey Analytics, and Platform for Growth.

Customer Experience 92

Customer Experience Management Contact center software Self service 92

AWS Machine Learning

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 131

APIs Technology Analytics Benchmark 131

AWS Machine Learning

SEPTEMBER 12, 2024

On Hugging Face, the Massive Text Embedding Benchmark (MTEB) is provided as a leaderboard for diverse text embedding tasks. It currently provides 129 benchmarking datasets across 8 different tasks on 113 languages. medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart.

APIs 135

APIs Benchmark Enterprise Construction 135

Fonolo

NOVEMBER 14, 2018

Analytics are a key part of any company’s road to success. It’s important for all departments to have benchmarks for success that can be easily measured and tracked. Call center and customer service teams have a variety of KPIs to choose from, but as each company and support department is different, their benchmarks will vary.

Benchmark 85

Benchmark Abandon rate Call Center Abandon Call 85

Balto

JANUARY 14, 2025

In todays customer-first world, monitoring and improving call center performance through analytics is no longer a luxuryits a necessity. Utilizing call center analytics software is crucial for improving operational efficiency and enhancing customer experience. What Are Call Center Analytics?

Call Center 52

Call Center Analytics Average Handle Time Big data 52

AWS Machine Learning

FEBRUARY 24, 2023

Two key distinctions are the low altitude, oblique perspective of the imagery and disaster-related features, which are rarely featured in computer vision benchmarks and datasets. OpenSearch Dashboard also enables users to search and run analytics with this dataset. Results The following code shows an example of our results.

APIs 101

APIs Benchmark Government Analytics 101

Pointillist

JULY 25, 2018

By Swati Sahai Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics 1.

Analytics 43

Analytics Metrics Government Journey mapping 43

Comm100

SEPTEMBER 23, 2021

Artificial intelligence, machine learning, IoT, and analytics are part of the technology stack that every company has actively started using to enhance productivity and efficiency. Ensure you find benchmarks and determine prompt response times for your business for the asynchronous communication channels like Facebook, SMS, and email.

Customer Service 98

Customer Service Chatbots APIs Benchmark 98

AWS Machine Learning

APRIL 12, 2023

For a single model registration we can use the ModelStep API to create a SageMaker model in registry. The SageMaker Python APIs also allowed us to send custom metadata that we wanted to pass to select the best models. This allows us to compare training metrics like accuracy and precision across multiple runs as shown below.

Scripts 109

Scripts APIs Metrics Best practices 109

AWS Machine Learning

JUNE 5, 2023

Autotune uses best practices as well as internal benchmarks for selecting the appropriate ranges. He brings over 11 years of risk management, technology consulting, data analytics, and machine learning experience. Using the previous example, the hyperparameters that Autotune can choose to be tunable are lr and batch-size.

APIs 98

APIs Enterprise Benchmark Metrics 98

AWS Machine Learning

JULY 24, 2023

as_trt_engine(output_fpath=trt_path, profiles=profiles) gpt2_trt = GPT2TRTDecoder(gpt2_engine, metadata, config, max_sequence_length=42, batch_size=10) Latency comparison: PyTorch vs. TensorRT JMeter is used for performance benchmarking in this project. implement the model and the inference API. model_fp16.onnx gpt2 and predictor.py

APIs 95

APIs Engineering Construction Benchmark 95

AWS Machine Learning

APRIL 8, 2024

In this post, we explore the latest features introduced in this release, examine performance benchmarks, and provide a detailed guide on deploying new LLMs with LMI DLCs at high performance. Before introducing this API, the KV cache was recomputed for any newly added requests. Qing Lan is a Software Development Engineer in AWS.

Engineering 117

Engineering Calibration APIs Enterprise 117

NICE inContact

MARCH 27, 2018

As revealed by the CX Transformation Benchmark Study : Over two-thirds of all customer service interactions, or total volume, are with live customer service agents (e.g., Here are two reasons why AI will support, not replace, agents and one reason why AI has the potential to possibly replace the contact center agent role. voice or chat).

Contact Center 54

Contact Center Benchmark Self service APIs 54

AWS Machine Learning

NOVEMBER 1, 2024

Tools and APIs – For example, when you need to teach Anthropic’s Claude 3 Haiku how to use your APIs well. Based on our hyperparameter tuning experiments across different use cases, the API allows a range of 4–256, with a default of 32. Outside of work, she loves traveling, working out, and exploring new things.

Best practices 99

Best practices APIs Finance Metrics 99

RichCall

SEPTEMBER 13, 2017

Check out what recent reports and experts suggest, and take part in a contact center benchmarking survey to get more accurate data on the current contact center trends. Global Contact Centre Benchmarking Report, Dimension Data 2017. Dimension Data’s 2016 Global Contact Centre Benchmarking Report, © Dimension Data 2013-2016.

Contact Center 64

Contact Center Technology Benchmark Chatbots 64

AWS Machine Learning

MARCH 15, 2024

Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights. Conclusion Federated learning holds great promise for legacy healthcare data analytics and intelligence.

Healthcare 131

Healthcare Government Best practices Engineering 131

AWS Machine Learning

NOVEMBER 16, 2023

Enable a data science team to manage a family of classic ML models for benchmarking statistics across multiple medical units. Throughout her professional career, she has delivered multiple analytics-driven projects for different industries such as banking, insurance, telco, and the public sector.

Healthcare 127

Healthcare Government Engineering APIs 127

AWS Machine Learning

SEPTEMBER 13, 2022

Medidata’s AI team combines unparalleled clinical data, advanced analytics, and industry expertise to help life sciences leaders reimagine what is possible, uncover breakthrough insights to make confident decisions, and pursue continuous innovation. Your model can then be consumed by client applications through a real-time invoke API request.

Engineering 99

Engineering APIs Benchmark Management 99

Enghouse Interactive

OCTOBER 21, 2020

As noted in the 2019 Dimension Data Customer Experience (CX) Benchmarking report: 88% of contact center decision-makers expect self-service volumes to increase over the next 12 months. These interactions will become longer – so traditional productivity measurements and benchmarks will no longer be relevant and will have to be redefined.

Self service 78

Self service Contact Center Benchmark Chatbots 78

AWS Machine Learning

JUNE 24, 2022

The generated models are stored and benchmarked in the Amazon SageMaker model registry. This might be a triggering mechanism via Amazon EventBridge , Amazon API Gateway , AWS Lambda functions, or SageMaker Pipelines. Application infrastructure – Hosts the source code of the infrastructure necessary to run the inference, if necessary.

Enterprise 123

Enterprise Engineering Accountability APIs 123

AWS Machine Learning

OCTOBER 5, 2022

The second important component of the architecture is Amazon Kinesis Data Analytics for Apache Flink. Kinesis Data Analytics provides the underlying infrastructure for your Apache Flink applications. NHL Edge IQ, powered by AWS, is bringing fans closer to the action with advanced analytics and new ML stats.

Calibration 104

Calibration Engineering Automotive Analytics 104

CSM Magazine

MAY 14, 2024

By offering flexible integration options and enabling customers to leverage third-party solutions through APIs and SDKs, Avaya delivers superior outcomes while providing customers the freedom to innovate and customise their experience, building on top of what already works for them.

Healthcare 52

Healthcare Enterprise Analytics APIs 52

AWS Machine Learning

AUGUST 26, 2024

This involves benchmarking new models against our current selections across various metrics, running A/B tests, and gradually incorporating high-performing models into our production pipeline. API design Account summary generation requests are handled asynchronously to eliminate client wait times for responses.

Sales 130

Sales Accountability Feedback Metrics 130

Comm100

MAY 13, 2019

According to our 2019 Benchmark Report , interactions that include co-browsing – which allows the agent (with permission) to view and interact with a customer’s web browser in real-time – show customer satisfaction rates that are more than six points higher than the average, at 89.3%.

CRM 67

CRM Finance APIs Benchmark 67

Xaqt

JUNE 22, 2020

The innovation quagmire in the Call Center Reporting and Analytics space is rooted in three key issues: Vendor's who's contact center suites are an amalgamation of various acquisitions, such as: Cisco, Avaya, Genesys, NICE and Verint have done a poor job of providing integrated data and reporting across their own portfolios.

Call Center 52

Call Center Contact Center Analytics Engineering 52

ProProfs Blog

DECEMBER 17, 2021

Powerful Customer Feedback analytics makes it a better choice for collecting feedback for product launches, beta testing, building a customer-centric strategy, and internal feedback. . These bots access backend systems via dedicated APIs and can communicate in over 180 languages for expedited resolutions. Source: Helpstack.

Feedback 78

Feedback Surveys APIs Customer centricity 78

JustCall

FEBRUARY 13, 2023

Real-time dashboard – Monitor agents’ performance using real-time dashboards and performance analytics. Provides additional features like calendar management and benchmarking. Monitor, whisper, or barge – Monitor live agent calls and provide help through whispers or by joining the call in real-time. 5 Capterra– 4.4/5

Interactive Voice Response 52

Interactive Voice Response voip Enterprise call center software 52

JustCall

FEBRUARY 28, 2024

And when you think about the range of features the latter offers at $49 per user per month — all 3 dialers, bulk SMS campaigns and workflows, live call monitoring , advanced analytics and reporting, API and webhooks, live call monitoring, and so much more, it is simply astounding. The cherry on top?

Real estate 52

Real estate CRM APIs Sales 52

Hodusoft

SEPTEMBER 18, 2024

Abandonment Rates A recent survey reported average abandonment rates between five percent and eight percent, with the benchmark for healthcare being at nearly seven percent. First Contact Resolution Rate The healthcare industry benchmark for first contact resolution ( FCR ) rate in healthcare is 71 percent.

Call Center 52

Call Center Contact center software Healthcare Contact Center 52