HumanLayer vs. Chainlit

Completely managed machine learning tools facilitate the rapid construction, deployment, and scaling of ML models tailored for various applications. Vertex AI Workbench seamlessly integrates with BigQuery Dataproc and Spark, enabling users to create and execute ML models directly within BigQuery using standard SQL queries or spreadsheets; alternatively, datasets can be exported from BigQuery to Vertex AI Workbench for model execution. Additionally, Vertex Data Labeling offers a solution for generating precise labels that enhance data collection accuracy. Furthermore, the Vertex AI Agent Builder allows developers to craft and launch sophisticated generative AI applications suitable for enterprise needs, supporting both no-code and code-based development. This versatility enables users to build AI agents by using natural language prompts or by connecting to frameworks like LangChain and LlamaIndex, thereby broadening the scope of AI application development.

Sendbird offers advanced communication solutions that harness AI technology, featuring an AI-driven customer service agent, Chat API, and Business Messaging, enabling fluid interactions with customers across various channels such as mobile applications, websites, and social media platforms. The platform is compatible with multiple environments, including iOS, Android, JavaScript, Unity, and .NET, ensuring versatile integration for developers and businesses alike. This comprehensive approach allows companies to enhance their customer engagement strategies effectively. Sendbird’s AI-driven customer service platform is designed to empower businesses to provide proactive, omnichannel support through intelligent AI agents. These agents deliver instant, 24/7 assistance on mobile, web, social media, SMS, and email, enhancing customer satisfaction while reducing response times and costs. The platform offers a centralized hub for creating and managing AI agents, with built-in tools for testing, monitoring, and optimizing agent workflows. By connecting all customer interactions into one unified system, Sendbird enables businesses to make smarter decisions, scale support efforts, and enhance customer engagement.

kama.ai's Designed Emotional Intelligence, known as kama DEI, deeply comprehends the nuances of your client's or user's situation or inquiry, similar to how we, as humans, empathize with one another. Our cutting-edge Natural Language Understanding (NLU) technology, along with our exclusive knowledge base and human value guidance algorithm, facilitates a remarkable level of human-like comprehension and reasoning during user interactions. The content within our knowledge base is effortlessly crafted in natural language and evaluated based on universal human values, leading to the development of an ever-evolving Virtual Agent capable of addressing inquiries from clients, employees, and other stakeholders. The conversational pathways we create prioritize the delivery of product and service information in a manner that resonates with the communication style preferred by your product experts or client practitioners. Notably, there is no need for data scientists or programmers to be involved in this process. kama DEI Agents are capable of engaging via our website chat interface, Facebook Messenger, smart speakers, or mobile applications, ensuring a versatile communication experience. Ultimately, our goal is to provide the right information to the appropriate audience at precisely the right moment, thereby enabling continuous client engagement, enhancing your marketing return on investment, and fostering loyalty to your brand. This comprehensive approach ensures that your stakeholders receive timely support, contributing to a more connected and responsive customer experience.

Introducing an innovative board portal and collaboration solution tailored for boards and senior executives. Discover how Nasdaq Boardvantage streamlines board activities by eliminating paper usage and significantly reducing meeting preparation times. You can effortlessly schedule both single and multi-day meetings in just seconds, while also adding relevant details, attaching important documents, tracking attendance, and even setting up remote meetings. To ensure data protection, the platform employs encryption alongside multiple layers of security to maintain confidentiality, integrity, and availability of information. Additionally, you can swiftly generate and distribute evaluations for boards and committees, as well as handle Conflict of Interest inquiries and general surveys. The platform allows for efficient management of files, contacts, and signatures while fostering collaboration through features like notifications, annotations, and the ability to conduct unanimous consent votes, along with e-signatures and secure in-app email communication. It is designed for accessibility on various devices, including smartphones, tablets, and desktops, ensuring a seamless synchronization experience both online and offline. Overall, Nasdaq Boardvantage enhances the efficiency and security of board operations significantly.

Zahara's cloud-based solution streamlines budget management and supplier interactions while facilitating multi-tier purchase and delivery approvals, as well as invoice reconciliation. The platform integrates flawlessly with leading accounting software like QuickBooks Online and Xero, offering growing SMEs enhanced visibility and centralized oversight of their procurement activities. Zahara is designed to regulate spending within a business by automating the entire purchasing process, from the initial request through to vendor purchase order issuance. Additionally, it manages the receipt of deliveries and ensures that vendor invoices are accurately matched and processed before being forwarded to the finance department. With Zahara, organizations can achieve greater control over their expenditures while significantly accelerating their processing times, ultimately leading to more efficient operations. This comprehensive approach to purchase management not only simplifies the workflow but also empowers teams to make informed financial decisions.

Provide live chat assistance on your website using the collaboration platforms you're already familiar with, such as Microsoft Teams, Google Workspace, Slack, and Zoom. Easily create AI chatbots powered by ChatGPT with just a single click, ensuring that your chatbots can step in whenever your agents are not available. You can also develop chatbots for WhatsApp, SMS, and Messenger that can seamlessly transfer conversations to human agents when necessary. There's no requirement to master new software for customer support. This approach allows you to connect with prospective customers at the moment they seek assistance, boosting your chances of closing more deals and enhancing your online revenue potential. By streamlining customer interactions, you can foster better relationships and drive overall business growth.

With the trust of over 25 million users globally, Jotform serves as a comprehensive platform that enhances data gathering, automates workflows, and facilitates online sales without requiring any coding skills. Utilizing Jotform’s intuitive drag-and-drop Form Builder, companies can easily design personalized forms and surveys to gather leads, contact details, payments, appointments, and e-signatures. Users can select from a library of more than 10,000 templates tailored for various purposes, such as feedback forms or event registrations, or opt to create their own unique forms from the ground up. The platform’s sophisticated features, including conditional logic, autoresponders, and compatibility with over 200 integrations, significantly optimize operational processes. Moreover, Jotform's AI-driven Agents provide immediate customer support by assisting users during the form submission journey, addressing inquiries, and ensuring a seamless experience, which minimizes the reliance on manual support. With the addition of Jotform’s Store Builder, businesses can establish an online storefront to market products, services, and subscriptions, as well as collect donations and process payments through a wide array of over 30 payment gateways. Furthermore, tools like the Approvals feature, PDF Editor, and Report Builder empower organizations to convert gathered data into insightful actions and streamline workflows for enhanced productivity. This multifaceted approach makes Jotform a vital resource for businesses seeking to improve their operational efficiency and customer engagement.

An All-In-One Call Center Solution CallShaper’s cloud-driven software for call centers offers a straightforward approach to call management. Inbound and outbound call center managers benefit from CallShaper's dynamic, user-friendly, and adaptable platform for optimizing their operations. The platform is tailored to help call centers lower expenses and enhance return on investment. CallShaper collaborates with businesses to boost contact rates, monitor agent performance, manage leads and sales workflows, and optimize outreach efforts. Managers can easily route calls to different parties using the intuitive drag-and-drop interactive Voice Response (IVR) editor, which considers agent availability, type, and timing. CallShaper also enables call centers to examine databases to identify leads, whether landline or mobile, as well as manage Do Not Call list entries and track call abandonment rates, aiding customers in adhering to Telephone Consumer Protection Act (TCPA) regulations. Supervisors have the capability to upload leads in bulk, while agents can rely on call scripts to effectively address and resolve customer inquiries. Furthermore, with predictive and preview dialing features, marketing agents can streamline their call processes and gain insights into lead information prior to engaging with clients, thus enhancing overall productivity and efficiency.

QEval is an innovative cloud platform that assists call centers in efficiently managing their quality assurance and compliance requirements. It boasts essential features such as online coaching integration for agents, role-specific access controls, secure recordings, and comprehensive trend analysis. Serving as a multifunctional and intelligent tool for quality monitoring and performance management in contact centers, QEval employs cutting-edge artificial intelligence alongside real-time speech analytics to deliver valuable insights and analytics. This platform enhances the coaching process by providing timely training updates and improving visibility into coaching methodologies, advancing beyond traditional checkbox evaluations. By utilizing AI-powered speech analytics, QEval reveals critical performance insights, including emotional indicators, thereby elevating call center quality monitoring and enabling more effective coaching for agents. Furthermore, this approach not only optimizes performance but also enriches the overall training experience within the call center environment.

StackAI is an enterprise AI automation platform built to help organizations create end-to-end internal tools and processes with AI agents. Unlike point solutions or one-off chatbots, StackAI provides a single platform where enterprises can design, deploy, and govern AI workflows in a secure, compliant, and fully controlled environment. Using its visual workflow builder, teams can map entire processes — from data intake and enrichment to decision-making, reporting, and audit trails. Enterprise knowledge bases such as SharePoint, Confluence, Notion, Google Drive, and internal databases can be connected directly, with features for version control, citations, and permissioning to keep information reliable and protected. AI agents can be deployed in multiple ways: as a chat assistant embedded in daily workflows, an advanced form for structured document-heavy tasks, or an API endpoint connected into existing tools. StackAI integrates natively with Slack, Teams, Salesforce, HubSpot, ServiceNow, Airtable, and more. Security and compliance are embedded at every layer. The platform supports SSO (Okta, Azure AD, Google), role-based access control, audit logs, data residency, and PII masking. Enterprises can monitor usage, apply cost controls, and test workflows with guardrails and evaluations before production. StackAI also offers flexible model routing, enabling teams to choose between OpenAI, Anthropic, Google, or local LLMs, with advanced settings to fine-tune parameters and ensure consistent, accurate outputs. A growing template library speeds deployment with pre-built solutions for Contract Analysis, Support Desk Automation, RFP Response, Investment Memo Generation, and InfoSec Questionnaires. By replacing fragmented processes with secure, AI-driven workflows, StackAI helps enterprises cut manual work, accelerate decision-making, and empower non-technical teams to build automation that scales across the organization.