Compare Holiday vs. Willow

Gemini Enterprise Agent Platform is Google Cloud’s next-generation system for designing and managing advanced AI agents across the enterprise. Built as the successor to Vertex AI, it unifies model selection, development, and deployment into a single scalable environment. The platform supports a vast ecosystem of over 200 AI models, including Google’s latest Gemini innovations and popular third-party models. It offers flexible development tools like Agent Studio for visual workflows and the Agent Development Kit for deeper customization. Businesses can deploy agents that operate continuously, maintain long-term memory, and handle multi-step processes with high efficiency. Security and governance are central, with features such as agent identity verification, centralized registries, and controlled access through gateways. The platform also enables seamless integration with enterprise systems, allowing agents to interact with data, applications, and workflows securely. Advanced monitoring tools provide real-time insights into agent behavior and performance. Optimization features help refine agent logic and improve accuracy over time. By combining automation, intelligence, and governance, the platform helps organizations transition to autonomous, AI-driven operations. It ultimately supports faster innovation while maintaining enterprise-grade reliability and control.

BAND creates robust interaction frameworks designed for enterprise-level applications of distributed AI agents. The platform facilitates immediate, collaborative interactions among both agents and humans, incorporating a runtime control plane that upholds policies, defines authority limits, and ensures transparency across diverse systems. Additionally, BAND empowers developers, engineering teams, and leaders of enterprise platforms who are managing multi-agent ecosystems spanning internal infrastructures, SaaS solutions, and environments shared with partners. This support enhances operational efficiency and fosters innovation within complex organizational structures.

Anaconda is an AI-native development platform that gives teams a governed path from early experimentation to production AI deployment. The platform is built around trusted open-source packages, secure Python package management, controlled environments, and production-grade orchestration. Anaconda helps organizations avoid broken environments, dependency conflicts, security gaps, and deployment delays that can slow AI initiatives. Anaconda Core provides validated packages, automated security scanning, and intelligent dependency conflict resolution for Python and data science teams. Its platform capabilities support AI orchestration, trusted distribution, and enterprise workflows for building and scaling models. Anaconda is widely used across the AI, data science, Python, and enterprise developer communities. The company positions open source as a foundation for AI innovation and emphasizes Python as a core language for the next era of AI development. Anaconda also provides learning courses, certifications, reports, guides, professional services, documentation, and support resources. By combining package governance, environment management, open-source security, and AI development workflows, Anaconda helps teams build trusted AI systems on their own terms.

Josys is an AI-native identity security and governance platform built for the age of enterprise AI. As AI adoption accelerates, identity has become the fastest-growing attack surface and the hardest to govern. Josys discovers, governs, and secures every identity in the enterprise, human, machine, and AI agent, across every application. Its policy-led model lets security and IT teams set access policies once and enforce them autonomously: risk gets surfaced, access gets controlled, and identity threats get remediated in real time, with no manual oversight required. Over 1,000 organizations and MSPs worldwide trust Josys to turn identity from a liability into an autonomously governed advantage. Learn more at josys.com.

DataHub is a versatile open-source metadata platform crafted to enhance data discovery, observability, and governance within various data environments. It empowers organizations to easily find reliable data, providing customized experiences for users while avoiding disruptions through precise lineage tracking at both the cross-platform and column levels. By offering a holistic view of business, operational, and technical contexts, DataHub instills trust in your data repository. The platform features automated data quality assessments along with AI-driven anomaly detection, alerting teams to emerging issues and consolidating incident management. With comprehensive lineage information, documentation, and ownership details, DataHub streamlines the resolution of problems. Furthermore, it automates governance processes by classifying evolving assets, significantly reducing manual effort with GenAI documentation, AI-based classification, and intelligent propagation mechanisms. Additionally, DataHub's flexible architecture accommodates more than 70 native integrations, making it a robust choice for organizations seeking to optimize their data ecosystems. This makes it an invaluable tool for any organization looking to enhance their data management capabilities.

For developers, ARGOS Identity offers two APIs. ARGOS ID Check (KYC/eKYC): launch the hosted Liveform from one URL in a browser or an iOS, Android or React Native WebView, or build your own capture UI on the Verify engine APIs. Your backend uses the REST API to fetch submissions, review pending cases, delete or partially delete data for GDPR and CCPA requests and download AML reports, and receives webhooks for created, submit, approved, rejected, updated, delete and AML result events. Each check reads the ID with OCR plus MRZ and PDF417 barcode checks, tests ID and selfie liveness, matches the face to the ID photo and screens the user against sanctions and PEP lists, with ongoing monitoring afterwards. Data is processed and stored in the region chosen for each project (US or South Korea), sensitive fields are encrypted with AES-256 at rest, and payload encryption is optional. A migration API imports existing verification records. ARGOS Omni (Review Ops Agent): authenticate with an x-api-key header, create a profile under a workflow, upload files, text or JSON as items (PDF, DOCX, XLSX, PPTX, images, CSV, HTML, EML and more) and start an asynchronous analysis. The result follows the output schema you defined, with a verdict of verified, rejected or pending_review and the reasoning and source step for each extracted value, and every completed analysis can be downloaded as a PDF report.

Adaptive is the human security platform for the AI era. AI has fundamentally changed the threat landscape. Deepfakes make social engineering more convincing, AI-generated phishing makes sophisticated attacks easier to scale, and the rapid adoption of AI tools and agents introduces entirely new risks inside the organization. Adaptive brings together security awareness training, phishing simulations, agentic email security, and AI governance to secure every attack surface where work happens. The platform trains employees against emerging threats, stops sophisticated attacks in the inbox, and secures risky AI and agent usage. Every product works together, combining signals across employees, email, browsers, and devices to continuously understand and reduce human risk. More than 2,000 leading organizations trust Adaptive, rating it 4.9/5 on G2 and Gartner with an NPS of 94. Recognized by Fortune and Fast Company and featured in CNN, BBC, WSJ, Politico, and Variety, Adaptive has raised over $100M from investors including OpenAI and NVIDIA.

Work is broken because your tools are. Dozens of apps, zero shared context, your team stuck playing messenger between all of them. That's not collaboration. That's overhead. ClickUp eliminates the mess. One platform: tasks, docs, chat, goals, time tracking, whiteboards, and AI Agents that work autonomously while you sleep. Everything shares one connected brain. No silos. No duplicated effort. No lost threads. Manage any workflow with custom views, automations, and real-time collaboration baked into every layer. 15+ views including List, Board, Gantt, Timeline, and Calendar. Create rich documents with nested pages and embedded tasks. Set measurable goals with automatic rollups that connect daily output to company objectives. Track time natively with timers, estimates, and workload views that prevent burnout. Over 1,000 integrations plug into your existing stack without adding chaos. GitHub, Slack, Google Drive, Figma, Salesforce, Zoom, and hundreds more — all feeding into one system of record. Built-in AI writes, summarizes, and executes entire workflows on its own. Not a bolt-on — native intelligence woven through every feature. AI Agents handle complex multi-step work around the clock without waiting for humans. SOC 2 Type II certified. SSO/SAML. Custom roles. Audit logs. Scales from five people to fifty thousand. Stop patching a broken system. Start free today. No credit card, no commitment.

Bigly Sales runs AI outbound and inbound calling as a managed service. Its AI voice agents call new and aged leads, qualify them against your criteria, live-transfer interested prospects to your team, book appointments, and answer inbound calls 24/7, with every disposition, transcript and recording written back to your CRM. Bigly's team builds the campaign for you. Scripts are written with Claude, ChatGPT and other leading LLMs, and the platform tests script versions on live calls and keeps the best performer. Bigly also handles phone-number procurement, carrier registration, more than 200 whitelisted local-presence lines, spam monitoring and call routing. Before every dial, the system checks consent, suppression and DNC lists, known TCPA litigants, and state and federal calling rules and quiet hours. The reporting dashboard measures success rate per lead, cost per live transfer and cost per human contact, and breaks the dial-to-transfer funnel into each stage, including transfers lost to an unanswered buffer or a carrier error. Lead sources are ranked side by side by success rate and cost. An hour-by-hour chart shows when leads convert. With the Bigly Sales MCP server, customers can manage campaigns from Claude or ChatGPT: push a list into an active campaign, check minute usage, pull transcripts, or ask which leads want a demo. Customers use it for lead reactivation, speed-to-lead follow-up, appointment setting, inbound answering and warm transfers in insurance, lending, home services, legal and fundraising. It integrates with HubSpot, Salesforce, Zoho CRM, Pipedrive, GoHighLevel and other CRMs, and plans start at $99 a month, with a free 30-minute AI calling setup to begin.

NeuBird is the Agentic Operations Center: one secure link to your telemetry and LLMs that resolves incidents, remembers every investigation, and shares one governed truth across your teams and agents.