Zastra vs. understand.ai Comparison Chart

Ango Hub is a quality-focused, enterprise-ready data annotation platform for AI teams, available on cloud and on-premise. It supports computer vision, medical imaging, NLP, audio, video, and 3D point cloud annotation, powering use cases from autonomous driving and robotics to healthcare AI. Built for AI fine-tuning, RLHF, LLM evaluation, and human-in-the-loop workflows, Ango Hub boosts throughput with automation, model-assisted pre-labeling, and customizable QA while maintaining accuracy. Features include centralized instructions, review pipelines, issue tracking, and consensus across up to 30 annotators. With nearly twenty labeling tools—such as rotated bounding boxes, label relations, nested conditional questions, and table-based labeling—it supports both simple and complex projects. It also enables annotation pipelines for chain-of-thought reasoning and next-gen LLM training and enterprise-grade security with HIPAA compliance, SOC 2 certification, and role-based access controls.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection. Vertex AI Agent Builder enables developers to create and deploy enterprise-grade generative AI applications. It offers both no-code and code-first approaches, allowing users to build AI agents using natural language instructions or by leveraging frameworks like LangChain and LlamaIndex.

Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI models are trained on data that reflects diverse perspectives, reducing bias, and enhancing inclusivity. Distributed and Transparent: Every piece of data is timestamped for provenance stored securely stored in the OORT cloud , and verified for integrity, creating a trustless ecosystem. Ethical and Responsible AI Development: Ensure contributors retain autonomy with data ownership while making their data available for AI innovation in a transparent, fair, and secure environment Quality Assured: Human verification ensures data meets rigorous standards Access diverse data at scale. Verify data integrity. Get human-validated datasets for AI. Reduce costs while maintaining quality. Scale globally.

Fight skyrocketing paid media costs by turning your customers into a primary vehicle for acquisition, awareness, and activation with Extole. Our enterprise referral platform and team of experts create customized advocacy and referral programs, enabling brands to drive engagement with existing customers, acquire new customers, and generate an essential and unique first-party data source. The platform's advanced capabilities ensure companies get the most out of their referral programs. Leverage custom events, profiles, and attributes to enable dynamic, audience-specific referral experiences. Use first-party data to tailor customer segment messaging, rewards, and engagement strategies. Use our flexible APIs to build management capabilities and consumer experiences–headlessly or hybrid. We have all the tools you need to build scalable, secure, and high-performing referral programs. Book a demo to see how Extole can unlock the full potential of your customer advocacy programs.

Pipedrive is a web-based sales CRM (customer relationship management) software that lets sales teams track pipelines, optimize leads, manage deals and automate their entire sales process to focus on selling. Pipedrive’s simple interface empowers salespeople to streamline workflows and unite sales tasks in one workspace. Unlock instant sales insights with Pipedrive’s visual sales pipeline and fine-tune your strategy with robust reporting features and a personalized AI Sales Assistant. Reach the right contacts at the right time with intelligent lead segmenting and activity reminders that tell you when to take action. When it’s time to seal the deal, compose instant, irresistible sales emails in just one click. With Pipedrive, winning has never been easier.

Admiral's Visitor Relationship Management (VRM) platform drives visitor relationships and revenue for news and media publishers. The solution combines subscriptions & paywalls, consent mgmt, adblock recovery, email and social growth tools, authentication, a first-party data engine, and more. Admiral delivers the right offer, at the right time, at every visitor touchpoint. No code is required, with a one-tag install, and amazing support. Admiral VRM delivers: -Adblock revenue recovery -Paywall and paid subscription management, -Registration wall and building first-party data sets, -Grow email newsletter signups, social media follows, and app downloads, -Donation campaigns, -GDPR and GPP Privacy Consent Management, CMP Admiral’s analytics dashboards, journey builders, segmentation, and targeting, all help publishers reach business objectives. Admiral is an Inc 5000 Company

The board portal platform and collaboration solution for boards and senior executives. Learn how Nasdaq Boardvantage helps make board processes paperless and can reduce meeting preparation from hours to minutes. Create single or multi-day meetings in seconds, add details, attach files, track board member attendance, and initiate remote meetings. Protect information with encryption and multiple layers of defense to protect the confidentiality, integrity, and availability of data. Quickly build and distribute Board and Committee Evaluations, Conflict of Interest, and general questionnaires. Manage files, contacts, approvals, signatures, unanimous written consents, and more. Manage collaboration with notifications, annotations, unanimous consent votes, e-signatures, and in-app email with added security. Available on any device, desktop, tablet or smartphone, anytime, anywhere with seamless online/offline auto sync.

The Skillcast Compliance Portal is a solution that enables organisations to deliver, track, and evidence compliance learning and related activities in a single platform. Designed for compliance, risk, and HR teams, it simplifies the management of e-learning, policies, disclosures, registers, and events while ensuring auditability and regulatory compliance. Available in Standard, Enhanced and Premium tiers, the portal connects learning and compliance workflows, providing visibility, efficiency and control across all programmes. Key features include an LMS for delivering and reporting on training with a built-in content editor, a Policy Hub for policy distribution and attestation tracking, Training 360 for complete records and CPD, Event Management for sessions and attendance, automated Declarations, configurable Registers for gifts, hospitality and conflicts, Compliance Surveys for employee insights and SMCR Registers to support Senior Managers and Certification Regime compliance.

ADAudit Plus helps keep your Windows Server ecosystem secure and compliant by providing full visibility into all activities. ADAudit Plus provides a clear picture of all changes made to your AD resources including AD objects and their attributes, group policy, and more. AD auditing helps detect and respond to insider threat, privilege misuse, and other indicators of compromise, and in short, strengthens your organization's security posture. Gain granular visibility into everything that resides in AD, including objects such as users, computers, groups, OUs, GPOs, schema, and sites, along with their attributes. Audit user management actions including creation, deletion, password resets, and permission changes, along with details on who did what, when, and from where. Keep track of when users are added or removed from security and distribution groups to ensure that users have the bare minimum privileges.

ADManager Plus is a simple, easy-to-use Windows Active Directory (AD) management and reporting solution that helps AD administrators and help desk technicians in their day-to-day activities. With a centralized and intuitive web-based GUI, the software handles a variety of complex tasks like bulk management of user accounts and other AD objects, delegates role-based access to help desk technicians, and generates an exhaustive list of AD reports, some of which are an essential requirement to satisfy compliance audits. This Active Directory tool also offers mobile AD apps that empower AD admins and technicians to perform important user management tasks, on the move, right from their mobile devices. Create multiple users and groups in Office 365, manage licenses, create Exchange mailboxes, migrate mailboxes, set storage limits, add proxy addresses, and more.