Best AI Agents of 2026 - Page 16

Cofounder is an innovative AI automation system that empowers users to manage and streamline workflows throughout their entire tech ecosystem by utilizing natural language as its main interface. By directly interfacing with pre-existing tools and platforms, it facilitates the automation of various tasks, the management of operations, and the coordination of processes, thereby eliminating the need for users to engage in complicated manual configurations. The system employs AI agents proficient in comprehending instructions articulated in simple English, which allows them to devise and implement intricate workflows for tasks such as project management, communication management, or data processing, thereby serving as a sophisticated operational layer that enhances the software already in use. Cofounder prioritizes effortless integration and the orchestration of workflows, which allows users to connect multiple applications and develop automated "flows" that function across different systems seamlessly. Additionally, its intelligent agents possess the ability to reason through tasks, adapt to diverse contexts, and perform the intricate technical execution behind the scenes, ultimately simplifying the user experience and enhancing productivity. This unique approach not only streamlines operations but also fosters greater efficiency and collaboration within teams.

Buda is an innovative platform for cloud-native AI agents that empowers organizations to develop and manage comprehensive "AI companies" comprising autonomous agents capable of executing tasks rather than merely providing answers. This platform allows users to design tailored AI agents for various functions, including coding, sales, marketing, finance, and operations, all of which can operate simultaneously, collaborate, and manage genuine workflows like lead generation, code writing, CRM data management, and report creation. Buda features an integrated workspace, equipping agents with essential tools such as a browser, terminal, file system, and version control, enabling them to take real actions methodically and transparently, unlike traditional black-box chatbots. A key element of Buda is its persistent “Drive,” where agents can retain memory, files, and contextual information across different sessions, facilitating a learning process from previous tasks and allowing them to adapt and improve over time rather than starting anew with each interaction. This adaptability and collaboration ultimately enhance the efficacy of AI deployment within organizations, making Buda a pivotal resource in the evolving landscape of artificial intelligence.

MoClaw is an innovative cloud-based AI platform that functions as a personal assistant, transcending mere question-answering by autonomously executing comprehensive workflows. Users can articulate tasks in straightforward English, including activities like research, data analysis, report creation, or automation, and MoClaw manages the entire process without the need for setup, programming, or deployment. This platform integrates seamlessly with various tools such as email, calendars, messaging applications, and task management systems, aggregating and organizing data to produce structured outputs like daily summaries, prioritized action items, and actionable recommendations. In contrast to conventional assistants, MoClaw acts as an "AI employee," capable of operating continuously, scheduling tasks, and automating repetitive activities such as competitor analysis, lead acquisition, and market exploration, all while generating results in formats such as reports, spreadsheets, or concise summaries. By doing so, it empowers users to focus on strategic decision-making rather than mundane tasks, ultimately enhancing productivity and efficiency in their workflows.

PyGPT is a versatile open-source AI assistant designed for personal use on desktop systems such as Linux, Windows, and Mac, and it is developed using Python. It operates in a manner akin to ChatGPT but functions locally on your computer, providing features like chat, image and video generation, vision capabilities, voice control, and more. Supporting a variety of models, PyGPT includes options like OpenAI's GPT-5, GPT-4, o1, o3, o4, Google Gemini, Anthropic Claude, xAI Grok, Perplexity Sonar, DeepSeek, Mistral AI, alongside models from Ollama and LlamaIndex. Users can choose from 12 operational modes, including chatting with files, real-time audio interactions, research, completion tasks, and various imaging capabilities. With integrated LlamaIndex support, users can engage with their personal files and data seamlessly. Additionally, PyGPT features built-in vector database capabilities, automated embedding of files and data, and maintains full conversation context alongside both short- and long-term memory. The assistant is equipped with internet access through platforms like Google, Microsoft Bing, and DuckDuckGo, enhancing its functionality, which also includes speech synthesis and recognition, making it a comprehensive tool for productivity. Overall, PyGPT stands out as an innovative solution for those seeking a powerful local AI assistant.

TrustClaw serves as a round-the-clock AI assistant that boasts over 1000 integrations via OAuth and operates in a secure, sandboxed environment, fundamentally redesigned with a focus on security based on the principles of OpenClaw. This intelligent assistant is engineered to perform tasks while users rest, allowing for seamless interaction with the same agent across various messaging platforms such as Telegram, with additional support for WhatsApp, Discord, and Slack anticipated in the near future. Users can rely on TrustClaw to manage their workflows efficiently, as it can retrieve and organize emails, compose responses, document customer feedback in Notion, summarize messages from Slack, extract completed tickets from Linear, and create release notes. Furthermore, it can scrape reviews, evaluate sentiment, monitor Gmail for customer inquiries, and integrate with numerous applications including Gmail, GitHub, Notion, Figma, Linear, Jira, Google Drive, Google Calendar, Todoist, Asana, Trello, Stripe, HubSpot, and Airtable, among others. The platform's key feature is its commitment to enhancing security by eliminating the need for insecure password or API-key-based agent configurations in favor of OAuth-only connections and encrypted management of credentials, ensuring a safer user experience. Ultimately, TrustClaw aims to redefine how users interact with AI by providing a trustworthy and efficient solution for managing their digital tasks.

Gyld empowers teams to create AI-driven employees that can operate autonomously even during off-hours by selecting from a variety of pre-designed AI agents or by customizing their own to automate various tasks within business applications. These AI agents are capable of managing emails, organizing calendars, updating CRM systems, posting updates on Slack, and executing numerous other workflows through intuitive conversations. Users can effortlessly set up AI agents in less than a minute by assigning a name, providing specific instructions, linking essential tools like Gmail, Salesforce, Slack, Stripe, QuickBooks, Google Calendar, and Google Drive, and allowing the agents to function seamlessly across these integrated platforms. Gyld aims to transcend traditional chatbots by equipping AI employees with the capability to take initiative, streamline repetitive tasks, and work around the clock without the need for ongoing supervision. These AI employees can efficiently manage workflows related to inboxes, schedule appointments, update CRM information, follow up with leads, generate reports, and handle social media postings, enabling users to concentrate on more strategic and value-added activities. By leveraging Gyld's technology, organizations can significantly enhance productivity and efficiency across their operations.

Pi is a streamlined terminal coding environment designed to seamlessly integrate with developer workflows rather than requiring developers to conform to its structure. It comes equipped with robust default settings while maintaining a compact size and extensive customization options, allowing users to enhance Pi through various extensions, skills, prompt templates, themes, and shareable packages sourced from npm or git. When a team requires a specific command, tool, provider, workflow, or UI modification, they can simply instruct Pi to create it, make adjustments on the fly, reload, and continue their work without interruption. Pi is versatile, offering support for interactive, print/JSON, RPC, and SDK modes, which enables it to function as a comprehensive terminal UI, a scriptable command interface, a JSON event stream, or an easily embeddable agent harness. It is compatible with over 15 providers and numerous models, including options like Anthropic, OpenAI, Google, Azure, Bedrock, Mistral, Groq, Cerebras, xAI, Hugging Face, Kimi For Coding, MiniMax, OpenRouter, Ollama, and other services, facilitating mid-session model switching to enhance flexibility and user experience. This adaptability makes Pi an invaluable tool for developers looking to tailor their coding environment to meet their specific needs.

OpenHuman is an advanced personal AI superintelligence designed to prioritize privacy, simplicity, and exceptional capability. It serves as a singular assistant that swiftly integrates into a user's environment, learning their context and providing support within minutes rather than requiring extensive setup time. The foundation of OpenHuman lies in its deep personalization, which involves learning from various inputs like screen activity, text messages, emails, and connected applications while ensuring that all contextual information remains confidential. With a memory capacity that scales up to 1 billion tokens, users can share detailed personal information, work-related contexts, documents, and preferences, enabling the assistant to gain a more comprehensive understanding of their needs over time. Additionally, OpenHuman can seamlessly link to tools such as Gmail and Notion with just a few clicks, while also offering advanced users the option to manually configure credentials for enhanced control. Furthermore, it operates a local AI model for handling lower-level tasks like summarization and tooling, ensuring that sensitive work can be kept off the cloud and enhancing overall data security. This combination of features makes OpenHuman a powerful ally in managing personal and professional tasks efficiently.

Nagent AI is a comprehensive platform designed for enterprises that enables teams to transition from merely creating AI tools to deploying intelligent applications that can autonomously handle genuine business processes. With Nagent, individuals ranging from product managers to customer success representatives can effortlessly design, implement, and coordinate AI agents capable of learning, recollecting, and acting on tasks. The intuitive no-code Agent Builder Studio integrates models, tools, logic, knowledge, memory, and multimodal features within a single interface, facilitating the creation of agents from the ground up, the customization of existing templates, or even assistance from an AI assistant to complete various workflow components. Moreover, it boasts a unique multi-agentic workflow system that harmonizes multiple agents into a cohesive flow, seamlessly linking content, research, reporting, and other essential enterprise functions. Supporting over 40 AI models within a single platform, Nagent empowers users to leverage a variety of models without the hassle of managing different keys, accounts, or billing systems. This streamlined approach not only enhances productivity but also allows teams to focus more on strategic initiatives rather than technical complexities.

CrafterQ is a platform powered by AI designed for business websites, enabling teams to effectively engage with site visitors, facilitate sales, and provide support through personalized conversational agents that are tailored to their specific content, products, and industry knowledge. By transforming a standard website into an interactive conversational AI platform, it enhances the potential to capture leads, boost sales conversions, and elevate customer service, all while being operational in mere minutes. Teams are empowered to create, implement, and refine AI agents that leverage information from websites, documents, FAQs, knowledge bases, and various business data, allowing for the customization of prompts to define rules, tone, and brand consistency right from the outset. Additionally, a sandbox environment provides users the opportunity to experiment with prompts, chatbot creativity, and configurations in a secure manner prior to going live. CrafterQ agents are equipped to provide immediate responses to inquiries, discern visitor intent, guide users towards making purchases, minimize repetitive support inquiries, and ensure round-the-clock assistance across websites, applications, messaging platforms, and customer portals. This comprehensive platform not only enhances user engagement but also streamlines business operations for better efficiency and customer satisfaction.

Markty serves as an AI-driven employee tailored for small businesses, offering a team of marketing specialists who adapt to your brand's unique needs instead of relying on another standalone tool. A dedicated Brand Advisor examines your website and relevant documents to understand your distinctive voice, target audience, and competitors. Following this, specialized experts take charge: a Social Media professional who crafts, schedules, and posts content; a Sales expert focused on crafting compelling prospect and email correspondence; a Blog and SEO/GEO specialist dedicated to producing on-brand articles and optimizing search engine visibility; and a Visual and Video studio that generates images and videos aligned with your brand identity. Through agentic orchestration, these experts seamlessly collaborate to manage your marketing from strategy development to execution, integrating effortlessly with your existing systems. Markty empowers entrepreneurs by delivering the benefits of a marketing hire without the associated costs, making it an efficient solution. You can begin with a 7-day free trial to experience the advantages firsthand.

Plus One offers users a personalized AI agent, complete with a name, memory, distinct personality, and a limitless array of tools. Utilizing the power of OpenClaw, it enables users to access an OpenClaw in a single click, seamlessly integrating with Every apps and equipped with tailored skills to enhance productivity. A Plus One is designed to report back to its user while collaborating with the entire team and their respective Plus Ones, ensuring effective completion of tasks in team-oriented settings. It simplifies connectivity by allowing one-click installation with Slack and is built into Every apps like Cora, Monologue, Sparkle, and Spiral, with the added capability to link with any API-enabled tools through the addition of the appropriate key. Plus Ones are capable of managing various workflows that include content pipelines, strategic insights based on performance metrics, preparation for meetings, daily summaries, coordinating launches, updating calendars in Notion, conducting searches on GitHub, drafting emails, creating social media assets, generating quotes, drafting X documents, managing PostHog dashboards, viewing ChartMogul reports, and tracking metrics in Stripe. This versatility ensures that users can focus on higher-level tasks while their Plus One efficiently handles routine operations.

GoToScout is an AI-powered business operations platform built for freelancers, solopreneurs, consultants, agencies, and growing businesses that want to automate operational work without managing multiple software tools. At the center of the platform is AI Scout, an intelligent business assistant that serves as your business's operational coordinator. Instead of opening different applications for sales, content, billing, social media, websites, and administration, users simply tell AI Scout what they need through Slack. AI Scout plans workflows, coordinates specialized AI assistants, executes repetitive tasks, and keeps operations moving from a single conversation. GoToScout supports a wide range of business activities, including lead generation, client follow-ups, proposal creation, invoicing, content writing, social media management, website updates, research, reporting, scheduling, and administrative workflows. The platform includes specialized AI assistants for Sales, Content Writing, Social Media Management, Billing, Website Building, Creative Design, and Legal Administration. AI Scout coordinates these assistants, allowing businesses to automate workflows while maintaining a single point of interaction. Rather than functioning as a traditional AI chatbot, GoToScout combines workflow planning, task coordination, and operational execution to help businesses reduce manual work, improve productivity, and scale more efficiently.

Tulsk serves as a dynamic project management hub designed specifically for small startup teams, facilitating the planning, execution, and oversight of autonomous AI tasks across various elements like projects, documents, assignments, comments, and agent workflows within a unified platform. By utilizing Tulsk, teams can assign genuine tasks to AI agents rather than juggling multiple chat interfaces, incomplete outputs, and prompts. Users can easily tag an agent within any task, allowing the agent to comprehend the context, perform the necessary work, and return the results seamlessly in the conversation without the need for copy-pasting or supervision. This all-in-one workspace integrates projects, statuses, priorities, attachments, real-time commentary, the OpenClaw agent runtime, an EMA AI project manager, Skills, MCP access, and agent scheduling functionalities. OpenClaw provides agents with their own exclusive cloud environment equipped with a browser, shell, web search capabilities, editable persona files, relevant skills, and access to various tools, enabling them to manage extensive tasks like market research, competitor assessments, report generation, content creation, operational evaluations, and tailored workflows efficiently. Furthermore, Tulsk not only enhances collaboration but also significantly streamlines the workload, allowing teams to focus more on strategic growth and innovation.

Luo is an innovative platform powered by artificial intelligence that enhances team productivity by transforming natural language tasks into functional systems that integrate seamlessly with existing tools. Rather than having to switch between different applications or manually transfer data from one system to another, users simply articulate their requirements, and Luo generates the necessary tools, automations, and workflows to accomplish the tasks at hand. This platform merges email, calendars, CRM systems, project management tools, and other workplace software into a unified workspace, thereby crafting a customized operating system that leverages AI capabilities. Luo is capable of retrieving information from linked services, organizing data effectively, and presenting it in formats that suit the team's preferences. Additionally, it automates routine operations like sending emails, creating calendar events, updating project trackers, preparing meeting summaries, conducting competitor research, drafting weekly updates, and maintaining accurate CRM records. The workspace is not just static; it evolves as a dynamic system that adapts to how the team operates, continuously learning about workflows and adjusting as requirements shift. This ensures that the platform remains relevant and effective, fostering an environment where productivity can flourish.

AutoClaw, developed by AutoGLM, revolutionizes the process of activating an AI agent avatar by allowing users to do so with a simple click within an IM entry point, enabling the autonomous utilization of professional tools to accomplish intricate tasks automatically in a Feishu conversation box. While it appears to be a chat interface, it serves as an Agent execution channel where a user can initiate a goal in a single dialog box, after which AutoClaw systematically breaks down the task, executes the necessary steps, and relays the results along with relevant context back to Feishu. This streamlined approach means that the task entrance is unified in one conversation instead of requiring users to navigate a configuration page or an additional task management system. Once a task is set in motion, the agent avatar persistently drives the work forward, while local tools carry out tangible actions, allowing the steps and status updates to progress seamlessly along the same path. Consequently, Feishu receives not only the ultimate outcome but also detailed context, ongoing progress, and the next point of transition. Furthermore, AutoClaw offers one-click setup for OpenClaw, compatibility with both Windows and macOS platforms, integration with instant messaging systems, swappable models, and a robust array of over 50 skills, ensuring an adaptable and efficient user experience. This versatility positions AutoClaw as a powerful tool for professionals seeking to enhance productivity and streamline workflows.

AutoGLM serves as an exceptional report assistant that efficiently retrieves high-quality information through advanced search techniques and professional website extraction, enabling the automatic generation of structured research reports and the creation of deliverables like PowerPoint presentations and web pages with just a single click. This tool is founded on the principle that a single sentence can yield various forms of multimodal content, achieving state-of-the-art performance in diverse applications such as AI-driven PPT creation, video production, podcast development, web page construction, and digital human content generation. By streamlining the process for analysts drafting reports, content creators producing media, or anyone needing to transform intricate information into organized outputs, AutoGLM significantly reduces the need for manual searching, copying, structuring, and formatting tasks. It also features Agent web automation, which expands its capabilities beyond mere question answering to include executing tasks on websites and completing comprehensive online workflows. Furthermore, AutoGLM's versatility ensures it can cater to a wide range of user needs, making it an invaluable tool in today's fast-paced information landscape.

OmniGPT provides AI solutions across all departments, enabling teams to swiftly develop tailored AI assistants that seamlessly integrate with their existing tools, allowing them to concentrate on their most important tasks. Users can effortlessly craft their perfect assistant by simply articulating their requirements in everyday language, eliminating the need for prompt engineering, complex AI parameters, or any technical skills. These custom assistants can be constructed for specific functions in just minutes and can be adjusted according to various behaviors, areas of knowledge, and capabilities. Additionally, teams have the option to utilize pre-built assistants that can be tailored further to meet their specific demands; for instance, a Code Review Assistant that automatically evaluates pull requests, identifies potential problems, and offers constructive feedback without bias; a Documentation Assistant that aids in the creation of thorough documents that remain up-to-date and accurate; and an Onboarding Assistant that crafts personalized welcome experiences, ensuring that new employees have all the resources they require from day one. This flexibility empowers organizations to enhance their productivity and streamline processes effectively.

Bond serves as the indispensable AI Chief of Staff for every founder, seamlessly integrating with your existing tools while gaining insights into your business operations to pinpoint your most impactful actions. Designed specifically for CEOs, founders, and busy executives, BOND provides an up-to-the-minute overview of your company, eliminating the need for additional meetings, tedious manual updates, or searching through various platforms like Slack, email, calendar, Notion, and Linear. It empowers leaders to identify immediate priorities, determine what can be deferred, and allocate their time effectively. Additionally, Bond organizes meetings, optimizes schedules, safeguards time for essential tasks, and distills company noise into a straightforward daily operational overview. The daily briefing pipeline employs specialized AI agents running simultaneously to extract tasks, summarize key updates, prepare for meetings, monitor objectives, and highlight critical information. BondBot, the conversational AI component, adeptly navigates numerous skill sets across various platforms, efficiently scouring Slack discussions, managing Linear issues, drafting responses, organizing tasks, and much more, thereby enhancing productivity and focus. With Bond, executives can truly maximize their efficiency and effectiveness in their roles.

Neo Agent serves as an advanced AI technician tailored for managed service providers, designed to seamlessly collaborate with the internal team within the PSA. It efficiently reviews tickets, cross-references similar cases, utilizes playbooks and documentation, executes necessary actions, and completes the process. Unlike traditional automation solutions that rely on extensive rule sets or brittle scripts, Neo introduces a fresh approach to automation for MSPs that mimics the capabilities of a human Level 1 technician. This innovative tool accelerates ticket resolution, streamlines PSA and RMM workflows, and ensures that all communications are aligned with the company's branding. Neo is equipped to analyze incoming tickets, engage with users, perform actions on behalf of the team, and manage workflows initiated by recurring tasks such as ticket triage, dispatching, and routine manual operations. Additionally, it offers integration with various systems, including PSA platforms, RMM tools, documentation resources, marketplaces, Microsoft 365, and Azure, enabling it to automate ticket management processes, synchronize client information, and enhance overall operational efficiency. This comprehensive functionality positions Neo as a pivotal asset in optimizing the service desk's performance and improving client satisfaction.

Innflow is an intuitive platform for automating workflows and orchestrating AI agents without the need for coding, enabling teams to activate live agents effortlessly in just a few clicks. Designed to streamline operations and eliminate obstacles, Innflow integrates various tools, sets objectives, and allows AI to manage tedious tasks seamlessly in the background. Users can connect a variety of productivity applications like Gmail, Slack, Calendar, and Notion, enabling an agent to analyze emails, tasks, and documents in real-time, provide summaries, schedule appointments, compose replies, and advance workflows without requiring any manual training. Tailored for contemporary teams, Innflow facilitates interactions with agents similar to conversing with colleagues in platforms like Slack, Teams, and email. Its versatile agents can accommodate over a billion configurations, catering to needs in sales, support, marketing, knowledge management, and operations. For instance, in sales, Innflow can instantly capture incoming leads, research potential accounts, assess prospects, draft customized emails, and arrange meetings, thereby enhancing productivity and efficiency across the board. Furthermore, this innovative platform empowers teams to focus on strategic tasks while AI handles the routine, ultimately driving better outcomes and fostering collaboration.

AgentOne serves as a free alternative to Claude Cowork, functioning as an AI assistant that actively aids in completing tasks rather than merely discussing them. You can provide it with a clear goal, and it will effectively deconstruct the project into manageable steps, utilize appropriate tools, collect information from linked applications, and strive towards delivering a completed outcome. AgentOne is designed to simplify the automation of tedious tasks for both technical and non-technical users. Supporting an extensive array of over 12,700 applications, services, and websites, AgentOne integrates seamlessly into your existing toolset. It has the capability to operate multiple agents simultaneously, accelerating the completion of intricate tasks while ensuring synchronization across devices and compatibility with various AI models through the use of your API keys. The platform prioritizes user privacy, ensuring that your information remains secure and is kept locally whenever feasible. You can begin using AgentOne at no cost, with no credit card needed, allowing you to discover a more efficient, interconnected, and privacy-conscious method of AI-driven automation. This makes it an ideal choice for anyone looking to enhance productivity without compromising on security.

Wingman enables e-commerce platforms to connect consumers with product specialists for live one-on-one consultations, allowing shoppers to make informed purchase decisions in mere moments. Rather than leaving customers to navigate static product pages or limited text-based support, Wingman enhances a store's existing customer service tools by introducing proactive shopping assistance. The platform features a selection of vetted experts who can field product inquiries, clarify features, offer recommendations, and assist customers in making the right selection for their needs. Designed to foster interactivity, it aims to boost conversion rates, facilitate upselling and cross-selling opportunities, and minimize returns by providing tailored, personal support before a purchase is finalized. Wingman transcends the constraints of text communication through one-way video calls, enabling experts to respond to queries, elucidate features, or demonstrate products live, all while keeping the customer's camera off by default. Additionally, the co-browsing feature allows experts and shoppers to synchronize their browsing experience, working collaboratively to discover the ideal product tailored to the customer's preferences. This innovative approach not only enhances the shopping experience but also builds customer confidence in their purchasing decisions.

AgentDock serves as a cutting-edge platform designed for customer engagement, integrating AI technology to create a seamless interface for developing, managing, and deploying fully operational AI agents and workflows. This innovative system operates on the principle that a single AI can effectively engage with customers across multiple channels, including web, email, phone, text, Telegram, and WhatsApp, while allowing human representatives to intervene selectively when necessary. The AI is capable of addressing common inquiries, scheduling appointments, handling refunds, following up on estimates, sending reminders, soliciting feedback, re-engaging inactive customers, and ensuring that every interaction is linked to the customer’s historical data. By retaining contextual information from previous interactions and across various communication channels, AgentDock enables the next conversation to build on the AI’s prior knowledge, encompassing the customer’s history, lifetime value, intent, cues, past results, and optimal next actions. In cases where human intervention is warranted, the platform facilitates a smooth transition by providing the entire conversation thread, along with the insights it has gathered and the strategies that were effective previously, ensuring that the team is never starting from scratch. This holistic approach enhances customer experience while optimizing team efficiency and responsiveness.

Dreamstate serves as an AI-driven Head of Growth, managing agent teams to facilitate business expansion automatically. Unlike traditional tools that focus solely on social media, it emphasizes measurable growth activities, featuring agents dedicated to outbound outreach, go-to-market execution, enhancing AI visibility, generating blog content, creating social media posts, booking product demos, tracking performance, and identifying buyer signals. With Dreamstate, teams can strategize their growth approach through a single conversation, covering aspects like content creation, outreach efforts, buyer signal identification, and prioritizing channels, transforming these strategies into systematic execution. Its content agents produce tailored LinkedIn posts, tweets, responses, blog outlines, and comprehensive articles based on authentic source material instead of relying on blank-page prompts. For outbound efforts, Dreamstate converts LinkedIn interactions, competitor movements, Reddit discussions, and buyer intent signals into structured outreach workflows, complete with ideal customer profile scoring, personalized introductions, approval processes, message variations, and response tracking. Ultimately, Dreamstate empowers businesses to streamline their growth processes and optimize their outreach strategies more effectively than ever before.