Search results for Preview App

Revo is an AI receptionist for home service businesses. It answers calls 24/7, collects customer requests and job details, and follows the business’s script, hours, and handling rules. Call summaries help teams review requests and follow up. Appointment booking and team transfers depend on the selected plan and configuration.

Taligar is free desktop time-tracking software designed for teams. It helps businesses track work hours, review activity levels, capture work screenshots with privacy controls, monitor application and website usage, and manage weekly timesheets. Employees can also see what information is recorded during tracking.

Cerego is an adaptive learning platform that leverages artificial intelligence and cognitive science to enhance knowledge retention and accelerate mastery across various disciplines. By personalizing learning experiences, Cerego ensures that users engage with content tailored to their individual needs, leading to more efficient and effective learning outcomes. The platform is trusted by over 5 million learners worldwide, offering solutions for educational institutions, corporate training programs, and government agencies. Key Features and Functionality: - AI-Powered Course Creation: Cerego's Smart Create™ technology enables rapid development of comprehensive courses by analyzing existing materials and generating structured learning modules, significantly reducing content creation time. - Personalized Learning Paths: The platform adapts to each learner's performance, creating customized review schedules and learning journeys that optimize retention and mastery. - Multi-Platform Access: Learners can access content seamlessly across devices, including web, iOS, and Android applications, with offline capabilities ensuring continuous learning opportunities. - Memory Retention Analytics: Cerego provides real-time insights into learners' progress, tracking knowledge retention and predicting future performance to inform instructional strategies. - Secure Data Management: The platform employs enterprise-grade security measures, including data encryption and role-based access controls, to protect sensitive learning information. Primary Value and Problem Solved: Cerego addresses the challenge of effective knowledge retention by combining AI-driven personalization with proven cognitive science methodologies. This approach results in learners mastering content up to four times faster and maintaining 90% retention rates over extended periods, compared to traditional learning methods. By providing actionable analytics and adaptive learning paths, Cerego empowers organizations to enhance training efficiency, improve learner engagement, and achieve measurable educational outcomes.

Cimphony is an AI-driven legal services platform tailored for startups and small to medium-sized businesses (SMBs). By integrating advanced AI agents with human legal expertise, Cimphony delivers comprehensive legal support across various business stages, from incorporation to growth and beyond. This innovative approach ensures fast, affordable, and scalable legal solutions, enabling businesses to focus on their core operations without the traditional complexities and costs associated with legal processes. Key Features and Functionality: - Company Formation: Assists in selecting and registering the appropriate business entity, such as LLCs or C-Corps, ensuring proper equity and ownership distribution. - Contract Management: Automates the drafting, reviewing, and negotiation of essential business contracts, including NDAs, MSAs, and SLAs, streamlining the agreement process. - Employment and HR Services: Facilitates the creation of offer letters, development of HR policies, and management of stock options and equity, simplifying human resources operations. - Intellectual Property Protection: Guides businesses in trademarking brand elements and protecting proprietary technologies through patents, safeguarding valuable assets. - Regulatory Compliance: Ensures adherence to industry-specific regulations and data protection laws like GDPR and CCPA, mitigating legal risks. - Fundraising Support: Provides assistance with SAFE notes, convertible notes, and equity deals, ensuring compliance with financial regulations during fundraising activities. Primary Value and Solutions Provided: Cimphony addresses the common challenges startups and SMBs face in accessing reliable and cost-effective legal services. By leveraging AI-powered automation, the platform significantly reduces the time and expense associated with traditional legal processes. Its transparent, fixed-price model eliminates unpredictable legal fees, making high-quality legal support accessible to businesses of all sizes. With 24/7 availability, Cimphony's AI agents ensure continuous support, allowing businesses to operate efficiently and confidently, knowing their legal needs are comprehensively managed.

Zendata's Website Scanner is an advanced tool designed to help businesses identify and mitigate privacy and data risks across their digital platforms, including websites, APIs, and SDKs. By conducting comprehensive scans, it ensures that organizations maintain compliance with data protection regulations and safeguard their online presence. Key Features and Functionality: - Comprehensive Asset Analysis: Examines public-facing assets to uncover operational processes, providing complete visibility and control over digital operations. - Sophisticated Threat Identification: Detects potential threats and vulnerabilities, from cookies to complex fingerprinting methods, ensuring advanced protection against digital risks. - Automated Region-Specific Assessments: Performs risk assessments tailored to specific regions, aligning digital presence with local compliance and privacy standards. - Detailed Third-Party Integration Review: Evaluates all third-party integrations on digital platforms, assessing each for cyber risks and ensuring secure, compliant external collaborations. - Streamlined Vendor Audit Support: Facilitates effective and consistent vendor audits with comprehensive tools, ensuring all third-party vendors align with stringent cybersecurity standards. - Rules as Code for Continuous Compliance: Utilizes a rules-as-code approach that auto-updates with regulatory changes, keeping digital assets compliant and secure against evolving privacy laws. Primary Value and User Solutions: The Website Scanner empowers businesses to proactively manage privacy risks and maintain compliance with data protection regulations. By providing enhanced digital transparency, it strengthens cybersecurity defenses and streamlines compliance management. The tool's adaptive regulatory response ensures that organizations stay ahead of changing data privacy laws, while robust third-party risk management fortifies the digital supply chain. Advanced data stewardship, driven by AI insights, aligns data processes with regulatory standards, offering a nuanced approach to privacy compliance.

KOL Find is an AI-powered platform designed to revolutionize influencer marketing by automating the discovery and matching process for micro (10,000–100,000 followers) and nano (1,000–10,000 followers) influencers. By leveraging advanced algorithms, KOL Find analyzes brand requirements, influencer content quality, audience demographics, and engagement patterns to identify the most suitable influencers for targeted campaigns. This approach streamlines the traditionally time-consuming process of influencer selection, enabling brands to connect with authentic and highly engaged audiences efficiently. Key Features and Functionality: - AI-Driven Smart Matching: Utilizes proprietary AI algorithms to evaluate over 50 data points per influencer, ensuring precise alignment with brand objectives. - Multi-Platform Integration: Accesses verified influencers across major social media platforms, including TikTok, Instagram, YouTube, Twitter, LinkedIn, and Reddit, covering diverse niches. - Professional Review Layer: Combines AI efficiency with human expertise by having marketing professionals manually verify AI-generated recommendations for quality assurance. - Comprehensive Analytics: Provides detailed reports featuring engagement metrics, audience demographics, growth trends, authenticity scores, and predicted ROI to inform strategic decisions. - Rapid Matching Process: Delivers matched influencer lists within 24 hours, significantly reducing the time compared to traditional manual processes. Primary Value and User Solutions: KOL Find addresses the challenges of traditional influencer marketing by offering a cost-effective and efficient solution for brands seeking authentic engagement. By focusing on micro and nano influencers, the platform enables businesses to achieve higher engagement rates and better ROI. The AI-driven matching process, combined with human verification, ensures that brands collaborate with influencers who genuinely resonate with their target audience. This approach not only saves time and resources but also enhances the effectiveness of marketing campaigns by fostering authentic connections between brands and consumers.

Thea is an AI-powered study platform designed to transform the learning experience for students and educators by providing personalized, adaptive study tools. By analyzing user-provided materials such as class notes, textbooks, and lecture videos, Thea generates customized study kits that include flashcards, practice tests, and interactive games. This approach not only streamlines the study process but also enhances comprehension and retention through research-backed methods like active recall and spaced repetition. Thea's adaptive AI tailors each study session to the individual's strengths and challenges, ensuring an efficient and effective learning journey. Key Features and Functionality: - Smart Study: Generates personalized practice questions that adjust in difficulty as the user progresses, promoting deeper understanding. - Flashcards and Memorization Tools: Creates interactive flashcards and engaging games to aid in memorization and retention of key concepts. - Study Guides and Summarization: Transforms uploaded materials into concise summaries and structured study guides, facilitating efficient review. - Test Mode: Simulates real exam conditions with practice tests that track progress and help build confidence. - Educator Mode: Allows teachers to create and share adaptive study kits, monitor student performance, and streamline assignment creation and grading. Primary Value and User Solutions: Thea addresses common challenges in the educational process by automating the creation of study materials, thereby saving time and reducing stress for both students and educators. Its adaptive learning approach ensures that study sessions are tailored to individual needs, enhancing engagement and improving academic performance. For educators, Thea simplifies workload management by providing tools for easy assignment creation, automatic grading, and real-time insights into student progress. By integrating ethical AI practices, Thea promotes genuine learning and mastery of subjects, rather than encouraging shortcuts or rote memorization.

Weav is an AI customer support platform that pairs an autonomous AI Agents and Humans with a unified, multichannel inbox. Weav handles customer conversations across chat, email, SMS, WhatsApp, and Messenger. Every conversation is designed to end in a resolution, not a deflection. The AI Agent is trained on your brand and existing documentation. Once connected, it reads incoming messages, generates a confidence-scored responses, and either sends it automatically or queues it for human review, all based on thresholds your team configures. When a conversation needs a human, it is routed with full context intact. No repeated questions, no lost thread. What makes Weav different from most AI support tools is how AI and human agents work together. Both operate in the same inbox natively, not as separate systems bolted together. Human agents also have access to Weav's internal assistant, Ask Weav, which surfaces relevant answers and drafts replies mid-conversation. Key capabilities: - Minimal Set: AI Support Agents trained on your docs and help center in minutes. No code required. - Unified Inbox: Handles chat, email, SMS, WhatsApp, and Messenger from one inbox. - Automated Drafts: Confidence-scored AI drafts with configurable auto-send and escalation thresholds. - Escalation Handoff: Full conversation context preserved on every human handoff. - Customer Feedback Loop: Weav's Agents continuously learn from resolved conversations. Accuracy and brand tone improve over time. - Integrations: Stripe, Google Drive; REST API and webhooks available for custom workflows. - Seats: Unlimited seats and unlimited AI Agents included in every plan. Pricing: Weav charges USD 0.99 per resolution with no seat fees. There are no per-agent costs and no limits on team size. Weav is built for support teams and founders who need AI that does real work. Not one that loops customers back to a help center link.

Sigbot turns the email signatures in your team's Outlook into one shared contact list. Every client, supplier, subcontractor and consultant who has emailed you left their current name, job title, company and phone numbers at the bottom of that email. Sigbot reads them and files each person as a contact, so nobody has to type one in again. Connect Outlook or Microsoft 365 and run the first scan. Sigbot only asks to read mail, never to send it. After the first scan it checks each mailbox for new mail by itself: daily on paid plans, weekly on Free. Newsletters and no-reply mail go to a review queue instead of into your list, merges can be undone, and bounced addresses are flagged and left out of exports. Nothing is deleted automatically. The list goes where you work. Share a folder with your team so everyone works from the same list. The iPhone and Android apps add your Sigbot contacts to the phone's own address book and keep them up to date, so calls show a name and company instead of a number. A map shows every contact with an address, with a radius search around any site to find who's nearby. The whole list exports to Excel or CSV. Sigbot started with construction teams, with a built-in Trade field (UK trade packages or Canadian MasterFormat) and lists by trade and area, and it suits any team whose contacts arrive by email. Sigbot's Outlook app is publisher-verified by Microsoft. The Enterprise plan adds single sign-on (Microsoft Entra ID, Okta, SAML), SCIM user provisioning, a year of audit log with CSV export and a read-only API. SIGBOT LTD is a UK company registered with the ICO, and data is stored in the EU. There's a Free plan with no card needed.

OpenQR.io is an all-in-one QR code generation and management platform that helps businesses create, customize, manage, and track QR codes. Create static QR codes that never expire or dynamic QR codes that allow you to change destination URLs and content anytime, even after printing. Connect your own custom domain or subdomain to dynamic QR codes to maintain consistent branding across printed and digital materials. OpenQR.io provides powerful tools for businesses, marketers, restaurants, retailers, packaging companies, agencies, and developers. **Key features include:** - **Dynamic QR Codes:** Update destinations anytime without reprinting QR codes. - **Custom Domains:** Use your own branded domain or subdomain for QR code links. - **QR Code Analytics:** Track scans by country, city, location, time, device, and operating system. - **Custom QR Designs:** Add logos, brand colors, custom patterns, frames, and call-to-action elements. - **QR Landing Page Builder:** Create mobile-friendly pages with text, images, buttons, contact details, social links, maps, and forms. - **Multiple QR Code Types:** Generate QR codes for URLs, PDFs, vCards, app downloads, Google Reviews, Wi-Fi, Spotify, email, and more. - **Bulk QR Generation:** Create and manage multiple QR codes efficiently. - **REST API:** Integrate QR code generation and management into your own applications and workflows. - **QR Code Organization:** Organize codes using folders and centralized reporting. - **Export Options:** Download QR codes in formats suitable for digital use and professional printing. Whether you need a simple QR code or a complete QR code management solution for your business, OpenQR.io provides the tools to create branded QR experiences, manage digital destinations, and measure scan performance.

Run the job from the first estimate to the final record. ScopeRate helps contractors, painters, renovators, landscapers and small trade businesses price projects, organize work and compare estimated costs with actual results. Keep a local workspace for projects, recurring maintenance and work that includes materials or products. BUILD AN ITEMIZED ESTIMATE Enter quantities, material prices, labor, subcontractors, overhead and contingency. Use editable trade templates and scope checklists, then review Floor, Target and Premium prices for your chosen margins. Review included and excluded work before preparing the client estimate. You supply the rates and dimensions. KEEP CUSTOMERS AND PROJECTS TOGETHER Save customer contact details, properties, scope and job notes. Track tasks, visits and recurring maintenance. DOCUMENT WORK WITH PHOTOS Take a photo or select one from your library for before, progress and completion updates. Keep internal notes private and choose which updates appear in a client photo report. Photos are stored in the local workspace. PLAN VISITS AND RECURRING WORK Review your schedule, organize visits and record tasks. Export selected visits to a calendar file that you can import into your own calendar. MANAGE MATERIALS AND SUPPLIERS Keep your own materials and product catalog, record stock movements, prepare supplier orders and track partial deliveries. Record agreed scope changes, manually confirmed extras and client credits while preserving the original quote. PREPARE INVOICES AND RECORD PAYMENTS Prepare milestone invoices and credit notes. Keep document and receipt history, manually record customer payments, refunds or corrections, and review the remaining balance. These are bookkeeping records; ScopeRate does not charge your customers or process card payments. CHECK ACTUAL JOB PROFIT Enter actual labor, materials, other costs and overhead. Compare the completed job with the estimate and see how changes affect the result. REVIEW AND SHARE CLIENT DOCUMENTS Create client estimates, invoices, credit notes and selected photo reports as PDFs on Android. Prepare editable customer follow-up drafts, review their contents and choose where to share them. KEEP CONTROL OF YOUR WORKSPACE No ScopeRate account is required for local job records. Export a full backup, including saved job photos, and restore it when needed. This version does not offer connected cloud sync or online crew accounts. FREE AND PRO OPTIONS Unlimited quick price checks are free. Saved-job, document and outcome actions follow the free limits, earned credits and Pro options shown before each action. Pro offers unlimited saved jobs, outcome tools and PDF exports without rewarded ads. Monthly and annual subscription prices and any eligible trial are shown by Google Play before purchase. ScopeRate calculates from the information you enter. It does not guess local market prices, measure a site from photos, send customer messages automatically or guarantee profit.

Boltive Privacy Guard is an advanced data privacy and compliance solution designed to help brands and publishers navigate the complexities of digital advertising regulations. By proactively identifying and mitigating unauthorized data sharing, consent failures, and non-compliant retargeting practices, Privacy Guard ensures that consumer privacy choices are respected throughout the ad delivery chain. This tool empowers organizations to maintain compliance with evolving privacy laws such as GDPR and CCPA, safeguarding both consumer trust and brand reputation. Key Features and Functionality: - Comprehensive Cookie & Tag Activity Scanner: Provides a global view of all active vendors on your website, including tags, pixels, beacons, and cookies, to quickly identify unauthorized data sharing. - Web and Mobile App Vendor Governance: Ensures that all web tags, pixels, beacons, cookies, and app SDKs operate in compliance with business policies and consumer privacy choices, including jurisdiction-specific inspections. - Consumer Experience (CX Review: Automates the inspection of websites and mobile apps for compliance liabilities, such as broken privacy notices and the inability to detect consumer Global Privacy Control (GPC signals. - Digital Ad Data Sharing Monitoring: Continuously monitors all ad partners to guard against unauthorized data sharing, especially after consumer opt-outs, and protects against broken IAB ad signal frameworks. Primary Value and User Solutions: Privacy Guard addresses the critical need for transparency and control in digital advertising by: - Ensuring Compliance: Helps organizations adhere to complex and evolving privacy regulations, reducing the risk of fines and legal actions. - Protecting Consumer Trust: By respecting consumer privacy choices and preventing unauthorized data sharing, it fosters trust and loyalty among users. - Safeguarding Brand Reputation: Identifies and mitigates potential privacy violations before they escalate, protecting the brand from reputational damage. - Streamlining Operations: Automates privacy compliance processes, allowing teams to focus on core business activities without compromising on data protection. By integrating Privacy Guard, organizations can proactively manage their digital advertising practices, ensuring they remain compliant, secure, and aligned with consumer expectations.

ClinQ HMS is an all-in-one, AI-powered hospital management system built for hospitals, clinics and diagnostic centres in India, Southeast Asia and Africa. It replaces fragmented billing software, Excel bed charts, paper case sheets and WhatsApp lab reports with one connected platform: a single patient record (UHID) shared across every department. Every module comes with an AI assistant that works inside the existing workflow. An AI scribe drafts consultation notes from the doctor-patient conversation, discharge summaries draft themselves from the chart, AI triage and early-warning scores flag urgent and deteriorating patients, and predictive forecasting anticipates bed capacity and queue wait times. Billing AI surfaces unbilled orders and incomplete insurance claims daily, so revenue leakage is caught early rather than at audit. Clinicians always review and sign; the AI drafts and flags. ClinQ covers OPD, IPD and bed management, EMR, pharmacy, lab, radiology, billing and insurance claims, HR and payroll, analytics, multi-branch administration, a patient mobile app, and staff recruitment, all under one login. Compliance is built into the workflows: ABDM, DPDP, NABH/NABL reporting, NHCX cashless claims and GST e-invoicing. Clinics typically go live in under a week. ClinQ is developed by Expericia Technologies. Key features AI scribe for consultation notes and discharge summaries AI triage and early-warning scores Predictive bed and queue forecasting Single longitudinal, ABDM-linked patient record (EMR) OPD queues and e-prescriptions IPD visual bed board and digital nursing charts Pharmacy with batch/expiry control and H1/narcotics registers Lab (barcoded samples, NABL-ready reports, critical-value alerts) and radiology (DICOM-aware worklists) Billing with auto-posted charges, NHCX cashless claims and AI leakage detection HR, rosters and payroll Role-based analytics dashboards and GST/TDS/ABDM filings Multi-branch admin, patient mobile app, ATS recruiting Typical customers Single-doctor clinics, diagnostic centres, 50–500 bed hospitals, and multi-branch hospital groups. Deployment and support Cloud-based, with web and mobile access. Implementation and updates are included.

Runlo is an AI-powered marketing platform designed specifically for B2B founders and small teams, enabling them to efficiently identify and engage with potential customers without the need for a full-scale marketing department. By automating key marketing workflows, Runlo helps businesses connect with the right buyers and grow their customer base effectively. Key Features and Functionality: - AI Marketing Agents: Runlo offers a suite of six specialized AI agents, each focusing on different aspects of marketing: - Warden: Acts as the AI CMO, coordinating the efforts of all agents and maintaining a consistent marketing strategy. - Eva: Identifies and scores LinkedIn prospects based on intent signals and Ideal Customer Profile (ICP) alignment. - Leo: Monitors Reddit to find relevant discussions where potential customers are seeking solutions. - Mr. Wise: Develops and drafts SEO and AI-optimized blog content, integrating with Google Search Console to enhance search rankings. - Riley and Coach: Transform product updates into high-quality content suitable for LinkedIn, Reddit, and other social channels. - Unified Briefing System: By analyzing the user's website, Runlo creates a comprehensive brief that informs all agents, ensuring a consistent and targeted marketing approach. - Prospect Discovery and Outreach: The platform automates the identification of potential leads and drafts personalized outreach messages, which users can review and approve before sending. - Content Creation and Distribution: Runlo assists in generating and distributing content across various channels, aligning with the company's voice and marketing objectives. Primary Value and Problem Solved: Runlo addresses the challenge many B2B founders and small teams face: effectively marketing their products without the resources to hire a dedicated marketing team or agency. By automating and integrating essential marketing tasks—such as lead generation, content creation, and SEO optimization—Runlo enables users to focus on product development while ensuring their offerings reach the right audience. This approach not only saves time and reduces costs but also enhances the efficiency and effectiveness of marketing efforts, facilitating business growth and customer acquisition.

Submio is a candidate submission portal that simplifies hiring manager reviews and helps independent recruiters win more placements. Create a comprehensive candidate package in minutes - including a scorecard, "why-great-fit" pitch, and video clips from screening calls. Share a single, branded review link with hiring managers. Key features: AI-powered video clips from screening calls Branded review pages Real-time activity feeds Direct "email candidate" flow Free forever plan As an independent recruiter myself, I designed Submio to integrate seamlessly with your existing workflow and give you an edge in a competitive market. If you're tired of clunky spreadsheets and losing visibility, try Submio. It just might change the way you close candidates.

Jacob Brian is a web developer, student, and project manager based in the United States. He is passionate about the automotive industry, dedicating his time to staying updated with the latest automotive news, car reviews, and emerging trends. Jacob actively shares his insights and enthusiasm for cars through his blog, aiming to engage fellow car enthusiasts in exploring the dynamic world of automobiles. Key Features and Functionality: - Web Development Expertise: Jacob possesses skills in web development, enabling him to create and manage digital platforms effectively. - Project Management: He has experience in overseeing projects, ensuring they meet objectives and are delivered on time. - Automotive Blogging: Jacob maintains a blog where he shares in-depth analyses, reviews, and discussions about various aspects of the automotive industry. Primary Value and Solutions Provided: Jacob's platform serves as a comprehensive resource for car enthusiasts seeking reliable and up-to-date information on automotive developments. By combining his technical skills in web development and project management with his passion for cars, he offers readers engaging content that enhances their understanding and appreciation of the automotive world.

For businesses interested in lead generation and booked jobs, Wiley Media Solutions offers a targeted marketing approach designed around the needs of family-run home service companies. Clients can include family-run roofing, HVAC, cleaning, construction, plumbing, and landscaping companies that want a coordinated marketing partner with nationwide reach. Depending on the business need, the agency can support Google Ads management, search engine optimization, Facebook Ads, AI search optimization, Google Business Profile optimization, website design and management, reputation management, and direct mail. A free marketing audit gives the team a starting point for reviewing calls, quotes, reviews, and search visibility, helping the strategy stay tied to real business activity. Clear monthly reports cover leads and advertising spend, giving business owners a practical view of campaign activity and how the work is progressing. For a business prioritizing lead generation and booked jobs, this combination of services, reporting, audit work, and home service experience gives Wiley Media Solutions a focused way to support sustainable marketing progress.

Dam Secure is an AI-native application security platform for teams that build software with AI coding agents. It enforces security rules across the development lifecycle, including agentic planning, the local development environment, and CI/CD, before code ships to production. The platform reviews an organization's existing codebase and generates security rules in plain English, tailored to that codebase's own patterns rather than generic policy. These rules are enforced across every developer, AI agent, and repository. At the planning stage, Dam Secure reviews plans co-authored by developers and AI agents. In the dev environment, it checks AI-generated code before it's committed. In CI/CD, it checks pull and merge requests before they reach production. Dam Secure is built to catch business logic flaws in AI-generated code that traditional tools miss, using codebase context to reduce false positives. It integrates with common AI coding tools (including Cursor, Claude Code, and GitHub Copilot) and version control platforms (Bitbucket, GitHub, GitLab), and keeps a persistent record of security context across the workflow.

FRGMT is an all-in-one photo and video delivery platform for photographers, videographers, brands and studios. Most tools are delivery-first: a gallery app, a video host and a transfer service each keep their own copy of your work. FRGMT is storage-first. A digital asset management (DAM) library sits at the foundation, and delivery is built on top of it. Galleries, video pages, review links and embeds are views of the files you already store, so nothing is uploaded twice. Upload a new version once, and every delivery that uses it updates. Key features include client galleries with favorites, comments, selects, downloads and print sales; video pages with adaptive streaming up to 4K and original file downloads; video review links with time-stamped comments pinned to the exact frame; branded embeds with no third-party logo; file transfers with send links and upload links; password protection and expiring links; and Dropbox and Google Drive imports. Built for commercial and editorial photographers, video production companies, creative studios and agencies, brands and in-house content teams, content creators, and wedding and event photographers and videographers.

Data Workers is the Autonomous Agentic Data Platform: your data platform, run by an agentic workforce. Specialised data agents for every domain, connected by a living context graph, detect, diagnose, fix, review and verify data work across Snowflake, Databricks and BigQuery. They run in your infrastructure with governed writes, a named human in control and a receipt on every change. It is built from four products: Data-Agents Swarm (agents that own pipeline building, incident debugging, data quality monitoring, schema evolution, migration and cost work), Data Context Wizard (the enterprise semantic and knowledge graph that gives every agent trusted context), Spellbook Data Catalog (an agentic data catalog where the team commands, approves and audits the agent fleet) and Autonomous Data-Conductor (the orchestrator that runs the detect, diagnose, fix, review and verify loop inside autonomy guardrails). Every agent is an MCP server that works inside Claude Code, Codex, OpenCode and Cursor. Unlimited seats, no usage meter. Teams start with a six-week pilot alongside a named engineer.