AWS Machine Learning

OCTOBER 16, 2024

In this post, we highlight how the AWS Generative AI Innovation Center collaborated with SailPoint Technologies to build a generative AI-based coding assistant that uses Anthropic’s Claude Sonnet on Amazon Bedrock to help accelerate the development of software as a service (SaaS) connectors.

SaaS 84

SaaS APIs Construction Accountability 84

AWS Machine Learning

MAY 3, 2023

One aspect of this data preparation is feature engineering. Feature engineering refers to the process where relevant variables are identified, selected, and manipulated to transform the raw data into more useful and usable forms for use with the ML algorithm used to train a model and perform inference against it.

Engineering 90

Engineering Metrics APIs Big data 90

AWS Machine Learning

APRIL 10, 2025

Fine-tune an Amazon Nova model using the Amazon Bedrock API In this section, we provide detailed walkthroughs on fine-tuning and hosting customized Amazon Nova models using Amazon Bedrock. We first provided a detailed walkthrough on how to fine-tune, host, and conduct inference with customized Amazon Nova through the Amazon Bedrock API.

APIs 90

APIs Metrics Best practices Construction 90

delighted

DECEMBER 3, 2021

Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. And, setting up APIs can link two applications to one another for data sharing/interacting purposes, making manual uploads a thing of the past. Create custom APIs for more complex use cases. Not to worry!

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

NOVEMBER 21, 2024

Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. Whether you choose the SageMaker console or API approach, the result is the same: a fully configured labeling job ready for your annotation team. He has MBA from the Indian School of Business and B.

APIs 92

APIs Feedback Telecommunications Management 92

AWS Machine Learning

MARCH 4, 2024

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

Feedback 125

Feedback APIs Engineering Surveys 125

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral 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.

Government 123

Government APIs Enterprise Best practices 123

AWS Machine Learning

FEBRUARY 1, 2024

There are unique considerations when engineering generative AI workloads through a resilience lens. If you’re performing prompt engineering, you should persist your prompts to a reliable data store. There are three general types of vector databases: Dedicated SaaS options like Pinecone.

Best practices 135

Best practices Engineering SaaS Accountability 135

AWS Machine Learning

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more. The JSON artifact is directly integrated to the core SnapLogic integration platform.

APIs 111

APIs Engineering SaaS Enterprise 111

AWS Machine Learning

MARCH 11, 2024

These challenges led to the decision to create a new cloud-native system that can scale with increased demand and consists of serverless and software as a service (SaaS) components that externalize much of the domain-specific functionality to allow for easier operations and faster time-to-market for changes.

Personalization 121

Personalization Engineering APIs Advertising 121

AWS Machine Learning

FEBRUARY 19, 2024

With this architecture, a software as a service (SaaS) business can break the linearly increasing cost of hosting multiple models and achieve reuse of infrastructure consistent with the multi-tenancy model applied elsewhere in the application stack. This instructs DJLServing to use the Python engine.

APIs 121

APIs Engineering Scripts Metrics 121

Babelforce

DECEMBER 9, 2021

In this post: What is SaaS? What sets SaaS apart? How does SaaS add value to CX? CX strategies that SaaS makes possible. What is SaaS? SaaS stands for Software as a Service. Software as a service (SaaS). SaaS is the most commonly used model. What sets SaaS apart? Virtualisation ? ? ?

SaaS 52

SaaS APIs Contact Center CRM 52

AWS Machine Learning

MARCH 19, 2024

Furthermore, the use of prompt engineering can notably enhance their performance. With the batch inference API, you can use Amazon Bedrock to run inference with foundation models in batches and get responses more efficiently. The service is in preview as of this writing and only available through the API. split("/")[-1]}.out'

APIs 129

APIs Benchmark SaaS Engineering 129

AWS Machine Learning

OCTOBER 6, 2022

To classify and extract information needed to validate information in accordance with a set of configurable funding rules, Informed uses a series of proprietary rules and heuristics, text-based neural networks, and image-based deep neural networks, including Amazon Textract OCR via the DetectDocumentText API and other statistical models.

APIs 87

APIs Banking SaaS Engineering 87

AWS Machine Learning

MAY 1, 2024

Deploy the model via Amazon Bedrock For production use, especially if you’re considering providing access to dozens or even thousands of employees by embedding the model into an application, you can deploy the models as API endpoints. Use the model You can access your fine-tuned LLM through the Amazon Bedrock console, API, CLI, or SDKs.

APIs 127

APIs SaaS Accountability Education 127

ChurnZero

MARCH 7, 2019

Job Opening: Sales Engineer. Our fast-growing startup is looking for a skilled, self-motivated problem solver to join our team as a Sales Engineer. As a Sales Engineer , you are the technical expert during the sales process. SaaS/Cloud experience strongly preferred. Strong verbal and written communications skills.

Engineering 8

Engineering Sales SaaS APIs 8

TechSee

JANUARY 12, 2023

Since its launch a few months ago, the Visual Intelligence Platform has delivered analysis and insights within both TechSee’s products and via API integrations into third-party solutions like chatbots or workflows. The new VI Mobile SDK makes this possible. The VI Mobile SDK Advantages.

APIs 109

APIs Enterprise SaaS Chatbots 109

Pointillist

FEBRUARY 19, 2018

It’s a far cry from the expansive data engineering initiatives that likely still haunt your dreams. Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition. The world would be a beautiful place if all touchpoint data was available through APIs.

Customer Experience 111

Customer Experience Analytics APIs B2B 111

Help Scout

SEPTEMBER 2, 2021

In our examples below, we’ve chosen to use a SaaS (software as a service) product that helps users build and design websites. Working with users who want to design sites using our API. Triaging technical tickets and bugs before they are sent to our engineering team. HTML, CSS, JavaScript, APIs, and debugging tools (i.e.,

Technical Support 103

Technical Support Engineering APIs Education 103

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document.

Healthcare 121

Healthcare APIs Enterprise Engineering 121

aircall

AUGUST 18, 2022

In every interview, engineers ask: “What’s your Tech Stack, and what tools do you use?”. The Aircall engineering team is nearly 200 people, organized in agile teams owning different business domains like Telephony, User Management, Dashboard, Integrations, and so on, with more than 30 teams in total. SaaS Tools. Harvestr.io

SaaS 62

SaaS Engineering APIs Management 62

AWS Machine Learning

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Additionally, SaaS providers need scalable and cost-effective ways to serve hundreds of models to their customers. Reserve your seat now!

Engineering 134

Engineering Best practices APIs Government 134

AWS Machine Learning

MAY 10, 2024

Deploy the model with SageMaker For production use, especially if you’re considering providing access to dozens or even thousands of employees by embedding the model into an application, you can deploy the model as an API endpoint. Locate the model with the prefix canvas-llm-finetuned- and timestamp.

APIs 126

APIs Metrics SaaS Accountability 126

AWS Machine Learning

FEBRUARY 22, 2023

Boomi is an enterprise-level software as a service (SaaS) independent software vendor (ISV) that creates developer enablement tooling for software engineers. These tools integrate via API into Boomi’s core service offering. Markov chains are best known for their applications in web crawling and search engines.

Engineering 86

Engineering Accountability APIs Government 86

Cincom

FEBRUARY 14, 2025

Align subscription-based or usage-based pricing models with long-term revenue strategies for SaaS or service-driven businesses. Use APIs and middleware to bridge gaps between CPQ and existing enterprise systems, ensuring smooth data flow. Implement event-driven architecture where updates in CRM (e.g.,

Best practices 40

Best practices Sales CRM Finance 40

AWS Machine Learning

DECEMBER 8, 2022

One of their products is ExaDeploy , an easy-to-use SaaS solution to serve ML workloads at scale. On some large batch ML workloads, ExaDeploy has reduced costs by over 85% without sacrificing on latency or accuracy, with integration time as low as one engineer-day. Nicholas Jiang, Software Engineer, Exafunction.

Engineering 83

Engineering APIs Metrics SaaS 83

AWS Machine Learning

JUNE 4, 2024

Terraform is an IaC tool that allows you to manage AWS resources, software as a service (SaaS) resources, datasets, and more, using declarative configuration. Your data remains in the Region where the API call is processed. Tyler leads Terraform provider engineering at AWS and is a Core Contributor for Terraform.

Scripts 133

Scripts Accountability Engineering Best practices 133

AWS Machine Learning

JUNE 25, 2024

Prior to AWS, Michael led business development activities for B2B technology companies across semiconductors, SaaS, and autonomous trucking industries. He is currently focused on combining his background in software engineering, DevOps, and machine learning to help customers deliver machine learning workflows at scale.

Metrics 121

Metrics APIs Government Big data 121

AWS Machine Learning

NOVEMBER 30, 2023

As democratization of foundation models (FMs) becomes more prevalent and demand for AI-augmented services increases, software as a service (SaaS) providers are looking to use machine learning (ML) platforms that support multiple tenants—for data scientists internal to their organization and external customers.

Chatbots 108

Chatbots SaaS Engineering APIs 108

Amity

SEPTEMBER 25, 2017

Customer Operations means everything from Customer Success to Customer Support, Engineering Support, and Professional Services. I watched Account Management transform and evolve over the past few years, especially with the subscription-based economy and the growth of SaaS.

B2C 0

B2C SaaS B2B Accountability 0

AWS Machine Learning

JANUARY 20, 2023

CCC is a leading software-as-a-service (SaaS) platform for the multi-trillion-dollar property and casualty insurance economy powering operations for insurers, repairers, automakers, part suppliers, lenders, and more. Step-by-step solution Step 1 A client makes a request to the AWS API Gateway endpoint.

APIs 78

APIs Engineering Telecommunications Construction 78

AWS Machine Learning

OCTOBER 26, 2023

With RAG, the data external to the FM and used to augment user prompts can come from multiple disparate data sources, such as document repositories, databases, or APIs. Engineer the prompt with the snippets with the original query so that the foundation model can generate an answer from the retrieved documents.

Enterprise 118

Enterprise Construction APIs Government 118

JivoChat

APRIL 28, 2022

APIs (Application Programming Interfaces) are used to publish content, product, and banners, for example. SaaS (software as a service) ecommerce platforms are highly recommended for companies that don’t want to deal with the IT infrastructure and coding part of having an online store. Ecommerce Platform: Hosted X Self-Hosted.

SaaS 75

SaaS Enterprise B2C Engineering 75

CustomerSuccessBox

JUNE 11, 2021

Let’s admit to the fact that it is the Recurring Revenue that is going to make or break your SaaS business and the three factors that are responsible for your SaaS Revenue growth are-. Upselling to existing customers , which is more or less the direct window to the Recurring Revenue for your SaaS Business. New Customers.

Upselling 52

Upselling SaaS APIs Enterprise 52

JivoChat

JUNE 8, 2022

You will learn the needed software skills to acquire a software engineering job. Integrate React with advanced browser features, even geolocation API’s! WordPress REST API (AJAX). Bootstrap 4. Javascript ES6. DOM Manipulation. Bash Command Line. Git, GitHub and Version Control. Backend Web Development. Express.js.

APIs 75

APIs SaaS Best practices Engineering 75

Cincom

MAY 8, 2024

to model products/services and guide the user to valid configurations Pricing Engine: Applies pre-defined pricing rules, discounts, bundles, etc. This Software-as-a-Service (SaaS) approach delivers the same CPQ features on demand with a lower barrier to entry and speeds up deployment. What are some key benefits of CPQ cloud solutions?

APIs 52

APIs Enterprise SaaS CRM 52

ChurnZero

JANUARY 3, 2020

Our detailed API Documentation , which helps customers build advanced implementations using their subscription data. Going through this exercise really energized the team, so we used the learnings to create SLAs for the whole team, including when the success team collaborates with product and engineering.

SaaS 64

SaaS Metrics Engineering Feedback 64