DX vs. Haystack vs. V Programming Language Comparison Chart

Jellyfish, a leading Software Engineering Intelligence platform, helps engineering, product, and finance leaders build healthier, higher-performing R&D teams. We surface actionable insights on team health, investment allocation, and delivery, while offering purpose-built solutions to improve developer experience, streamline software capitalization, and measure the impact of AI tools like Copilot, Cursor, and AmazonQ. Over 500 organizations and 11,000 engineering teams—including GoodRX, Varo, Priceline, and PagerDuty—trust Jellyfish to optimize engineering operations so their teams can focus on what matters most. Learn more at jellyfish.co.

Cortex is the AI-powered Internal Developer Portal that helps engineering leaders build organizations that ship reliable, secure, and efficient software, faster. It uses AI to make sense of your engineering data, figure out the next unlock for your team, and solve it, all in one place. Trusted by high-performing engineering organizations, Cortex integrates seamlessly with existing tools to provide a centralized, actionable view of service health and ownership. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights.

Geotab is a global leader in telematics, providing an open platform for fleet management solutions that cater to businesses of all sizes. Their platform enables the collection, storage, processing, and analysis of vehicle data, transforming it into actionable insights to enhance fleet productivity, safety, and efficiency. With a diverse Geotab Marketplace offering hundreds of integrated third-party solutions, businesses can automate operations by integrating vehicle data with other data assets for enhanced telematics and operational intelligence. Backed by a team of industry-leading data scientists and AI experts, Geotab is unlocking the power of data to understand real-time and predictive analytics, tackling present and future challenges.

Spidergap is a web-based 360° feedback tool designed to help HR teams, managers, and consultants collect, analyze, and act on employee feedback to drive meaningful personal development. With an intuitive interface, Spidergap makes it easy to customize feedback assessments, generate clear reports, and guide employees toward impactful growth. But you’re not just getting software—you’re gaining a team of 360° Feedback Experts to support your strategy, planning, and ROI measurement. Whether you’re running large-scale leadership programs or one-off employee reviews, Spidergap ensures feedback leads to real results. With Spidergap, personal development has never been more effective.

Inspire Software is a unified strategy execution and performance platform that helps organizations close the gap between vision and results. By bringing together OKRs, strategic planning, performance management, and employee engagement in one system, Inspire gives leaders real-time visibility and helps every employee understand how their work drives success. With Inspire, executives gain clarity on progress against strategic initiatives, managers can align teams quickly, and employees stay motivated through built-in coaching, recognition, and feedback tools. The platform streamlines alignment, accountability, and execution so strategy moves from planning to measurable impact—faster and more predictably. Key capabilities / benefits include: • Unified OKR and goal management with AI-assisted creation and alignment • Real-time dashboards to track performance and surface risks early • Engagement, feedback, and recognition embedded into daily workflows • Performance / development

Guardz is the unified cybersecurity platform purpose-built for MSPs. We consolidate the essential security controls, including identities, endpoints, email, awareness, and more, into one AI-native framework designed for operational efficiency. Our identity-centric approach connects the dots across vectors, reducing the gaps that siloed tools leave behind so MSPs can see, understand, and act on user risk in real time. Backed by an elite research and threat hunting team, Guardz strengthens detection across environments, turning signals into actionable insights. With 24/7 AI + human-led MDR, Guardz utilizes agentic AI to triage at machine speed while expert analysts validate, mitigate, and guide response, giving MSPs scalable protection without adding headcount. Our mission is simple: give MSPs the scale, confidence, and clarity they need to stay ahead of attackers and deliver protection to every SMB they serve.

Jiminny is the world’s most loved Conversation Intelligence platform. AI captures & analyzes all your critical go-to-market insights and automates the data instantly to your CRM. We empower your team to drive more revenue with actionable insights and informed decisions. Conversation intelligence designed to be used and enjoyed by your whole business. Sell smarter, grow faster and win more deals. Jiminny empowers revenue teams to capture and analyze critical go-to-market insights across video, voice, and email. It helps reps automate administrative tasks, giving them more time to sell and improve performance. Managers gain confidence with actionable insights to develop their teams, while Executives trust the CRM as a source of truth for data-driven decisions and the launchpad for revenue growth. With fast onboarding, a seamless user experience, and ROI in under six months, Jiminny delivers the ultimate platform to power revenue intelligence across your entire business.

CDK is a secure, SOC 2-compliant dealership software solution provider who’s fully integrated for all areas of the automotive dealership — from the Front Office, Back Office, Service and Parts, and all areas in between. Our mission is to help dealers sell and service more cars and run more efficient operations by developing solutions and services that streamline workflows, most notably the CDK Dealership Xperience Platform. Dealers can choose from six scalable suites—Foundations, Fundamentals, Vehicle Inventory, Modern Retail, Fixed Operations, and Intelligence—tailored to franchise, independent, and multi-rooftop needs. With over five decades in automotive software and 15,000+ dealers served, CDK offers scalable suites tailored to any dealership size — all with secure infrastructure, real-time data flow, and measurable performance impact.

Deliver a measurable ROI on workflow process improvements, revenue optimization, marketing and business development, and improved clinical outcomes. Seamlessly connect your entire community, empower your staff to work more efficiently, and generate a holistic view of your community’s financial performance to get the proactive insights you need to streamline your operations and optimize revenue. By centralizing all of your clinical and business operations onto one platform, you’ll give yourself the simplified solutions, economies of scale and enhanced security you need to become a world-class care provider. Gain better insight into your performance against your financial and occupancy goals, improve the safety and satisfaction of your residents and staff, and finally get ahead of the flood of issues you face every day.

Amazon Bedrock is a fully managed service that simplifies building and scaling generative AI applications by providing access to a variety of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself. Through a single API, developers can experiment with these models, customize them using techniques like fine-tuning and Retrieval Augmented Generation (RAG), and create agents that interact with enterprise systems and data sources. As a serverless platform, Amazon Bedrock eliminates the need for infrastructure management, allowing seamless integration of generative AI capabilities into applications with a focus on security, privacy, and responsible AI practices.