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Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

AWS Machine Learning

An ApplyGuardrail API call is made with the question and an FM response to the associated Amazon Bedrock guardrail. The Automated Reasoning checks model is triggered with the inputs from the ApplyGuardrail API, building logical representation of the input and FM response. To learn more, visit Amazon Bedrock Guardrails.

APIs 75
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Predicting new and existing product sales in semiconductors using Amazon Forecast

AWS Machine Learning

Next, we called the create_dataset function from the Boto3 API to create a dataset with attributes such as Domain, DatasetType, DatasetName, DatasetFrequency, and Schema. The Boto3 API provides the create_auto_predictor function for training an auto prediction model. Comparatively, WAPE will account for these differences.

Sales 95
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Use streaming ingestion with Amazon SageMaker Feature Store and Amazon MSK to make ML-backed decisions in near-real time

AWS Machine Learning

In addition to creating a training dataset, we use the PutRecord API to put the 1-week feature aggregations into the online feature store nightly. It’s easy to learn Flink if you have ever worked with a database or SQL-like system by remaining ANSI-SQL 2011 compliant. Nov-01,22:01:00 1 74.99 …9843 99.50 Nov-01,22:05:05 4 200.00

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Question answering using Retrieval Augmented Generation with foundation models in Amazon SageMaker JumpStart

AWS Machine Learning

There are a few limitations of using off-the-shelf pre-trained LLMs: They’re usually trained offline, making the model agnostic to the latest information (for example, a chatbot trained from 2011–2018 has no information about COVID-19). Rachna Chadha is a Principal Solution Architect AI/ML in Strategic Accounts at AWS.

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How to Improve Customer Service – A Complete Guide of Tools, Tech & Tips

Comm100

This includes basic customer demographic details such as geographic location and account information but can also reveal much more. Founded: 2011. Capabilities include workflow automations, artificial intelligence, and APIs to connect your other tools. Features include ticket automation and custom dashboards.

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Halo Smart Labs Develops a Smarter Smoke Alarm: IoT at It’s Best

Natalie Petouhof

Co-founder and CEO Ben Stagg questioned the effectiveness of tornado warning systems after his father was in Joplin, Missouri in 2011, when tornadoes hit the area and killed nearly 160 people. Market-leading and early adopter organizations must account for how IoT initiatives deliver a customer- centric experience.

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The 9 Best Email Support Ticketing Systems 2020 – Reviews & Comparison

Comm100

The system has a plethora of different integrations through their library of pre-built integrations such as SalesForce, or if you have any self-hosted reporting does then you can integrate directly through the Comm100 API.” HelpScout is a help desk software solution that was founded in 2011. 4.5 / 5 (Capterra).