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Agent Bricks automatically optimizes AI agents on customers' unique data to deliver cost-efficient, trustworthy agents
SAN FRANCISCO, June 11, 2025 /PRNewswire/ -- Data + AI Summit -- Databricks, the Data and AI company, today introduced Agent Bricks, a new, automated way to create high-performing AI agents tailored to your business. Just provide a high-level description of the agent's task, and connect your enterprise data — Agent Bricks handles the rest. Agent Bricks are optimized for common industry use cases, including structured information extraction, reliable knowledge assistance, custom text transformation and orchestrated multi-agent systems. Agent Bricks is available starting today in Beta.
Agent Bricks uses novel research techniques developed by Mosaic AI Research to automatically generate domain-specific synthetic data and task-aware benchmarks. Based on these benchmarks, it automatically optimizes for cost and quality, saving enterprises from the tedious trial-and-error of current approaches. Now, teams can achieve production-level accuracy and cost efficiency right from the start. Built-in governance and enterprise controls let teams move from concept to production quickly, without stitching together separate tools.
Why a New Approach to Agents is Needed
Quality and cost are the main barriers keeping most agentic experiments from reaching production. Without high-quality evaluation, most teams are left to judge agents by gut checks, leading to inconsistent quality and costly experiments that are impossible to scale. The complexity of AI, with new models and techniques emerging constantly, only adds to the challenge. Customers need domain-specific, repeatable, objective and continuous evaluations to ship AI agents that they can trust and afford. And they need to be able to leverage the latest technology without breaking the bank and reskilling the team. Databricks built Agent Bricks to deliver on these important customer requirements that are currently unmet by the industry.
Agent Bricks: Instantly Build and Optimize AI Agents with Your Enterprise Data
First, Agent Bricks automatically generates the task-specific evaluations and LLM judges to assess quality. Next, synthetic data is created that looks like the customer's data to substantially supplement the agent's learning. Last, Agent Bricks searches across the full gamut of optimization techniques to refine the agent. At the end of this automated workflow, the customer simply needs to select the iteration that matches the balance of quality and cost that they want the agent to achieve. The result: a production-grade, domain-specific AI agent that delivers consistent, intelligent output — fast.
Agent Bricks addresses several common customer use cases across key industries:
- Information Extraction Agent turns documents, like emails, PDFs and reports into structured fields like names, dates and product details. Retail organizations can easily pull product details, prices and descriptions from supplier PDFs, even if the documents are complex or formatted differently.
- Knowledge Assistant Agent solves the issue of getting vague or flat-out wrong answers from chatbots, with fast, accurate answers grounded in your enterprise data. Manufacturing organizations can empower technicians to get instant, cited answers from SOPs and maintenance manuals without needing to dig through binders.
- Multi-Agent Supervisor enables you to build multi-agent systems that seamlessly stitch together agents across Genie spaces, other LLM agents and tools such as MCP. Financial Services organizations can orchestrate multiple agents to handle intent detection, document retrieval, and compliance checks, creating complete, personalized responses for advisors and clients.
- Custom LLM Agent transforms text for custom tasks such as content generation or custom chat, optimized for your industry. Marketing teams can build customized agents to generate marketing copy, blogs or press releases that respect their organization's brand.
"Agent Bricks is a whole new way of building and deploying AI agents that can reason on your data," said Ali Ghodsi, CEO and Co-founder of Databricks. "For the first time, businesses can go from idea to production-grade AI on their own data with speed and confidence, with control over quality and cost tradeoffs. No manual tuning, no guesswork and all the security and governance Databricks has to offer. It's the breakthrough that finally makes enterprise AI agents both practical and powerful."
Customer Momentum
"With Agent Bricks, our teams were able to parse through more than 400,000 clinical trial documents and extract structured data points — without writing a single line of code. In just under 60 minutes, we had a working agent that can transform complex unstructured data usable for Analytics." — Joseph Roemer, Head of Data & AI, Commercial IT, AstraZeneca
"With Agent Bricks, we can quickly productionize domain-specific AI agents for tasks like extracting insights from customer support calls—something that used to take weeks of manual review. It's accelerated our AI capabilities across the enterprise, guiding us through quality improvements in the grounding loop and identifying lower-cost options that perform just as well." — Chris Nishnick, Director of AI, Lippert
"Agent Bricks enabled us to double our medical accuracy over standard commercial LLMs, while meeting Flo Health's high internal standards for clinical accuracy, safety, privacy, and security. By leveraging Flo's specialized health expertise and data, Agent Bricks uses synthetic data generation and custom evaluation techniques to deliver higher-quality results at a significantly lower cost. This enables us to scale personalized AI health support efficiently and safely, uniquely positioning Flo to advance women's health for hundreds of millions of users." — Roman Bugaev, CTO, Flo Health
"Agent Bricks allowed us to build a cost-effective agent we could trust in production. With custom-tailored evaluation, we confidently developed an information extraction agent that parsed unstructured legislative calendars—saving 30 days of manual trial-and-error optimization." — Ryan Jockers, Assistant Director of Reporting and Analytics at the North Dakota University System
"With over 40,000 complex legal documents, we needed high precision from our internal 'Regulatory Chat Tool'. Agent Bricks significantly outperformed our original open-source implementation (built on LangChain) in both LLM-as-judge and human evaluation accuracy metrics." — Joel Wasson, Manager Enterprise Data & Analytics, Hawaiian Electric
Additional Mosaic AI Features Launching at Data + AI Summit
- Support for serverless GPUs: Databricks now offers support for serverless GPUs, enabling teams to fine-tune models, run classic machine learning or deep learning workloads and experiment with LLMs, all without the need to provision or manage GPU infrastructure. With serverless GPU compute, users gain fast, on-demand and scalable access to high-performance compute resources, so they can build AI applications faster and without the operational overhead or cost inefficiencies of traditional GPU clusters.
- MLflow 3.0: A unified platform for managing the AI lifecycle: Databricks today released MLflow 3.0, the latest version of the world's most popular AI development framework. Entirely redesigned for GenAI, MLflow 3.0 lets users monitor, trace and optimize AI agents hosted on any platform. With integrated prompt management, quality metrics, human feedback and LLM-based evaluation, teams can easily visualize, compare and debug the performance of AI agents across environments. MLflow traces and evaluation results can be integrated with any existing data lakehouse, letting users leverage production trace data to improve the accuracy of their agents. MLflow is open source and downloaded more than 30 million times each month.
Together with Agent Bricks, these innovations make Databricks the most complete platform for production-grade GenAI, from building and tuning to evaluating, comparing and securely deploying.
Availability
Agent Bricks and Serverless GPU Compute are available starting today in Beta. MLflow 3.0 is generally available. Visit this page to learn more about Agent Bricks.
About Databricks
Databricks is the Data and AI company. More than 15,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Databricks is headquartered in San Francisco, with offices around the globe and was founded by the original creators of Lakehouse, Apache Sparkâ„¢, Delta Lake, MLflow, and Unity Catalog. To learn more, follow Databricks on X, LinkedIn and Facebook.
CONTACT: Press@databricks.com
Agent Bricks automatically optimizes AI agents on customers' unique data to deliver cost-efficient, trustworthy agents
SAN FRANCISCO, June 11, 2025 /PRNewswire/ -- Data + AI Summit -- Databricks, the Data and AI company, today introduced Agent Bricks, a new, automated way to create high-performing AI agents tailored to your business. Just provide a high-level description of the agent's task, and connect your enterprise data — Agent Bricks handles the rest. Agent Bricks are optimized for common industry use cases, including structured information extraction, reliable knowledge assistance, custom text transformation and orchestrated multi-agent systems. Agent Bricks is available starting today in Beta.
Agent Bricks uses novel research techniques developed by Mosaic AI Research to automatically generate domain-specific synthetic data and task-aware benchmarks. Based on these benchmarks, it automatically optimizes for cost and quality, saving enterprises from the tedious trial-and-error of current approaches. Now, teams can achieve production-level accuracy and cost efficiency right from the start. Built-in governance and enterprise controls let teams move from concept to production quickly, without stitching together separate tools.
Why a New Approach to Agents is Needed
Quality and cost are the main barriers keeping most agentic experiments from reaching production. Without high-quality evaluation, most teams are left to judge agents by gut checks, leading to inconsistent quality and costly experiments that are impossible to scale. The complexity of AI, with new models and techniques emerging constantly, only adds to the challenge. Customers need domain-specific, repeatable, objective and continuous evaluations to ship AI agents that they can trust and afford. And they need to be able to leverage the latest technology without breaking the bank and reskilling the team. Databricks built Agent Bricks to deliver on these important customer requirements that are currently unmet by the industry.
Agent Bricks: Instantly Build and Optimize AI Agents with Your Enterprise Data
First, Agent Bricks automatically generates the task-specific evaluations and LLM judges to assess quality. Next, synthetic data is created that looks like the customer's data to substantially supplement the agent's learning. Last, Agent Bricks searches across the full gamut of optimization techniques to refine the agent. At the end of this automated workflow, the customer simply needs to select the iteration that matches the balance of quality and cost that they want the agent to achieve. The result: a production-grade, domain-specific AI agent that delivers consistent, intelligent output — fast.
Agent Bricks addresses several common customer use cases across key industries:
- Information Extraction Agent turns documents, like emails, PDFs and reports into structured fields like names, dates and product details. Retail organizations can easily pull product details, prices and descriptions from supplier PDFs, even if the documents are complex or formatted differently.
- Knowledge Assistant Agent solves the issue of getting vague or flat-out wrong answers from chatbots, with fast, accurate answers grounded in your enterprise data. Manufacturing organizations can empower technicians to get instant, cited answers from SOPs and maintenance manuals without needing to dig through binders.
- Multi-Agent Supervisor enables you to build multi-agent systems that seamlessly stitch together agents across Genie spaces, other LLM agents and tools such as MCP. Financial Services organizations can orchestrate multiple agents to handle intent detection, document retrieval, and compliance checks, creating complete, personalized responses for advisors and clients.
- Custom LLM Agent transforms text for custom tasks such as content generation or custom chat, optimized for your industry. Marketing teams can build customized agents to generate marketing copy, blogs or press releases that respect their organization's brand.
"Agent Bricks is a whole new way of building and deploying AI agents that can reason on your data," said Ali Ghodsi, CEO and Co-founder of Databricks. "For the first time, businesses can go from idea to production-grade AI on their own data with speed and confidence, with control over quality and cost tradeoffs. No manual tuning, no guesswork and all the security and governance Databricks has to offer. It's the breakthrough that finally makes enterprise AI agents both practical and powerful."
Customer Momentum
"With Agent Bricks, our teams were able to parse through more than 400,000 clinical trial documents and extract structured data points — without writing a single line of code. In just under 60 minutes, we had a working agent that can transform complex unstructured data usable for Analytics." — Joseph Roemer, Head of Data & AI, Commercial IT, AstraZeneca
"With Agent Bricks, we can quickly productionize domain-specific AI agents for tasks like extracting insights from customer support calls—something that used to take weeks of manual review. It's accelerated our AI capabilities across the enterprise, guiding us through quality improvements in the grounding loop and identifying lower-cost options that perform just as well." — Chris Nishnick, Director of AI, Lippert
"Agent Bricks enabled us to double our medical accuracy over standard commercial LLMs, while meeting Flo Health's high internal standards for clinical accuracy, safety, privacy, and security. By leveraging Flo's specialized health expertise and data, Agent Bricks uses synthetic data generation and custom evaluation techniques to deliver higher-quality results at a significantly lower cost. This enables us to scale personalized AI health support efficiently and safely, uniquely positioning Flo to advance women's health for hundreds of millions of users." — Roman Bugaev, CTO, Flo Health
"Agent Bricks allowed us to build a cost-effective agent we could trust in production. With custom-tailored evaluation, we confidently developed an information extraction agent that parsed unstructured legislative calendars—saving 30 days of manual trial-and-error optimization." — Ryan Jockers, Assistant Director of Reporting and Analytics at the North Dakota University System
"With over 40,000 complex legal documents, we needed high precision from our internal 'Regulatory Chat Tool'. Agent Bricks significantly outperformed our original open-source implementation (built on LangChain) in both LLM-as-judge and human evaluation accuracy metrics." — Joel Wasson, Manager Enterprise Data & Analytics, Hawaiian Electric
Additional Mosaic AI Features Launching at Data + AI Summit
- Support for serverless GPUs: Databricks now offers support for serverless GPUs, enabling teams to fine-tune models, run classic machine learning or deep learning workloads and experiment with LLMs, all without the need to provision or manage GPU infrastructure. With serverless GPU compute, users gain fast, on-demand and scalable access to high-performance compute resources, so they can build AI applications faster and without the operational overhead or cost inefficiencies of traditional GPU clusters.
- MLflow 3.0: A unified platform for managing the AI lifecycle: Databricks today released MLflow 3.0, the latest version of the world's most popular AI development framework. Entirely redesigned for GenAI, MLflow 3.0 lets users monitor, trace and optimize AI agents hosted on any platform. With integrated prompt management, quality metrics, human feedback and LLM-based evaluation, teams can easily visualize, compare and debug the performance of AI agents across environments. MLflow traces and evaluation results can be integrated with any existing data lakehouse, letting users leverage production trace data to improve the accuracy of their agents. MLflow is open source and downloaded more than 30 million times each month.
Together with Agent Bricks, these innovations make Databricks the most complete platform for production-grade GenAI, from building and tuning to evaluating, comparing and securely deploying.
Availability
Agent Bricks and Serverless GPU Compute are available starting today in Beta. MLflow 3.0 is generally available. Visit this page to learn more about Agent Bricks.
About Databricks
Databricks is the Data and AI company. More than 15,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Databricks is headquartered in San Francisco, with offices around the globe and was founded by the original creators of Lakehouse, Apache Sparkâ„¢, Delta Lake, MLflow, and Unity Catalog. To learn more, follow Databricks on X, LinkedIn and Facebook.
CONTACT: Press@databricks.com
** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **
Databricks Launches Agent Bricks: A New Approach to Building AI Agents
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Global fans to experience the Games of the Future like never before as MOBA PC.Dota 2 competition kickoffs in Abu Dhabi
DUBAI, UAE, Dec. 13, 2025 /PRNewswire/ -- Phygital International, the global promoter of phygital sports, today announces the official launch of the GOTF OTT Platform, the dedicated streaming destination for the Games of the Future 2025 Abu Dhabi powered by ADNOC (GOTF 2025). The platform goes live as this year's competition begins, with its first broadcast featuring the opening rounds of the MOBA PC.Dota 2 discipline on 14 December from Pixoul Gaming in Abu Dhabi.
Accessible at https://tv.gofuture.games, the new streaming hub serves as the central digital home for live broadcasts, full-event replays, highlights, and exclusive behind-the-scenes content spanning all GOTF 2025 disciplines.
Designed for global accessibility and year-round engagement, the platform enables fans everywhere to watch every match live, revisit full replays at any time, and enjoy curated short-form content optimized for social and mobile viewing.
Powered end-to-end by technology partner Asport, the GOTF OTT Platform integrates advanced cloud-based broadcasting, seamless navigation, and real-time highlight creation tools to elevate the fan experience. These capabilities support richer storytelling across all channels and establish tv.gofuture.games as the long-term digital home of phygital sport.
Moba PC.Dota 2 competition to launch platform
The launch coincides with preparations for a spectacular start to the Games, as the MOBA PC.Dota 2 competition brings together iconic players, celebrated legends, and rising regional stars for what promises to be one of the most competitive line-ups in the event's history. All matches from the discipline will stream live on https://tv.gofuture.games.
Teams set to compete include E7, Paper Tigers, Legends Rebooted, Vikings, Team Phoenix, Nigma Galaxy, Win and TraBoTeam each bringing a distinctive mix of elite pro players and influential gaming personalities. One of the leading competitors will be Xu "BurNIng" Zhilei, who will be playing in team Paper Tigers and who iswidely regarded as one of the greatest carry players in Dota 2 history.
With such a stacked international field, fans can expect clashing playstyles, unpredictable upsets, and fresh rivalries, setting the stage for one of the headline showpieces of GOTF 2025.
Following the opening Group Stage, the competition advances into a full double-elimination playoff bracket, culminating in high-stakes best-of-three clashes on 18–19 December at ADNEC, where teams will fight for a place in the final and a shot at international glory.
Commenting on the launch of the platform, Nis Hatt, CEO of Phygital International, said: "The GOTF OTT Platform marks a major milestone in our mission to bring phygital sport to a global audience. This world-class digital destination showcases the energy, innovation, and inclusivity at the heart of the Games of the Future. As Dota 2 opens the competition tomorrow, we're excited to offer millions of fans a new way to experience every moment of this year's Games live."
Growing network of global broadcast partners
In addition to the GOTF OTT Platform, fans can follow the Games of the Future Abu Dhabi 2025 powered by ADNOC across a growing network of international media rights and broadcast partners, ensuring fans around the world can catch all the action.
In the United States, coverage will be available via ESR TV, the leading gaming and esports network reaching mainstream audiences through platforms such as Apple TV, Sling, and Amazon Prime Video Channels. Across Latin America, FOX Sports Mexico and Zapping will deliver both English and Spanish-language broadcasts across the region.
On mobile-first platforms, Bigo Live will act as an interactive real-time streaming hub, offering live competition windows, creator-led co-streams, and fan-generated reactions. With strong Gen-Z and global creator adoption, Bigo Live brings the Games directly into participatory viewing culture. Complementing this, Likee will amplify the emotion and energy of GOTF 2025 through short-form video storytelling, transforming standout moments into shareable narratives.
These partners build on an already confirmed broadcast footprint that includes Sportworld and BIGG TV across EMEA, Huya and SOOP in Asia, and StarTimes and TV BRICS across Africa.
"With these major additions to our broadcast network, we take great pride in ensuring the Games of the Future Abu Dhabi 2025 powered by ADNOC are accessible to audiences worldwide. We are delivering a multi-regional, multi-generational platform that matches the scale and innovation of phygital sport," added Hatt.
Tickets for the Games of the Future Abu Dhabi 2025 powered by ADNOC are now on sale at www.gotfabudhabi.com. Fans can also follow all the latest updates and behind-the-scenes content on Instagram at @gamesofthefutureofficial and @gotfabudhabi.
About Phygital International (PI):
Phygital International is the promoter of phygital sports globally and is focused on innovating and redefining sports. It is the custodian and rights holder of the Games of the Future and oversees the bidding process for each host city.
For further information please visit: https://Phygitalinternational.com
About the Games of the Future (GOTF):
The Games of the Future is an annual international event that fuses the worlds of physical and digital and is the pinnacle of phygital sport. The tournament brings together the next generation of phygital sporting heroes from all over the world to compete in a diverse range of phygital disciplines and challenges. The Games of the Future 2025 will be held in Abu Dhabi, UAE while the Games of the Future 2026, will be held in Astana, Kazakhstan.
For more information please visit: https://gofuture.games/
Contact: press@phygitalinternational.com
Global fans to experience the Games of the Future like never before as MOBA PC.Dota 2 competition kickoffs in Abu Dhabi
DUBAI, UAE, Dec. 13, 2025 /PRNewswire/ -- Phygital International, the global promoter of phygital sports, today announces the official launch of the GOTF OTT Platform, the dedicated streaming destination for the Games of the Future 2025 Abu Dhabi powered by ADNOC (GOTF 2025). The platform goes live as this year's competition begins, with its first broadcast featuring the opening rounds of the MOBA PC.Dota 2 discipline on 14 December from Pixoul Gaming in Abu Dhabi.
Accessible at https://tv.gofuture.games, the new streaming hub serves as the central digital home for live broadcasts, full-event replays, highlights, and exclusive behind-the-scenes content spanning all GOTF 2025 disciplines.
Designed for global accessibility and year-round engagement, the platform enables fans everywhere to watch every match live, revisit full replays at any time, and enjoy curated short-form content optimized for social and mobile viewing.
Powered end-to-end by technology partner Asport, the GOTF OTT Platform integrates advanced cloud-based broadcasting, seamless navigation, and real-time highlight creation tools to elevate the fan experience. These capabilities support richer storytelling across all channels and establish tv.gofuture.games as the long-term digital home of phygital sport.
Moba PC.Dota 2 competition to launch platform
The launch coincides with preparations for a spectacular start to the Games, as the MOBA PC.Dota 2 competition brings together iconic players, celebrated legends, and rising regional stars for what promises to be one of the most competitive line-ups in the event's history. All matches from the discipline will stream live on https://tv.gofuture.games.
Teams set to compete include E7, Paper Tigers, Legends Rebooted, Vikings, Team Phoenix, Nigma Galaxy, Win and TraBoTeam each bringing a distinctive mix of elite pro players and influential gaming personalities. One of the leading competitors will be Xu "BurNIng" Zhilei, who will be playing in team Paper Tigers and who iswidely regarded as one of the greatest carry players in Dota 2 history.
With such a stacked international field, fans can expect clashing playstyles, unpredictable upsets, and fresh rivalries, setting the stage for one of the headline showpieces of GOTF 2025.
Following the opening Group Stage, the competition advances into a full double-elimination playoff bracket, culminating in high-stakes best-of-three clashes on 18–19 December at ADNEC, where teams will fight for a place in the final and a shot at international glory.
Commenting on the launch of the platform, Nis Hatt, CEO of Phygital International, said: "The GOTF OTT Platform marks a major milestone in our mission to bring phygital sport to a global audience. This world-class digital destination showcases the energy, innovation, and inclusivity at the heart of the Games of the Future. As Dota 2 opens the competition tomorrow, we're excited to offer millions of fans a new way to experience every moment of this year's Games live."
Growing network of global broadcast partners
In addition to the GOTF OTT Platform, fans can follow the Games of the Future Abu Dhabi 2025 powered by ADNOC across a growing network of international media rights and broadcast partners, ensuring fans around the world can catch all the action.
In the United States, coverage will be available via ESR TV, the leading gaming and esports network reaching mainstream audiences through platforms such as Apple TV, Sling, and Amazon Prime Video Channels. Across Latin America, FOX Sports Mexico and Zapping will deliver both English and Spanish-language broadcasts across the region.
On mobile-first platforms, Bigo Live will act as an interactive real-time streaming hub, offering live competition windows, creator-led co-streams, and fan-generated reactions. With strong Gen-Z and global creator adoption, Bigo Live brings the Games directly into participatory viewing culture. Complementing this, Likee will amplify the emotion and energy of GOTF 2025 through short-form video storytelling, transforming standout moments into shareable narratives.
These partners build on an already confirmed broadcast footprint that includes Sportworld and BIGG TV across EMEA, Huya and SOOP in Asia, and StarTimes and TV BRICS across Africa.
"With these major additions to our broadcast network, we take great pride in ensuring the Games of the Future Abu Dhabi 2025 powered by ADNOC are accessible to audiences worldwide. We are delivering a multi-regional, multi-generational platform that matches the scale and innovation of phygital sport," added Hatt.
Tickets for the Games of the Future Abu Dhabi 2025 powered by ADNOC are now on sale at www.gotfabudhabi.com. Fans can also follow all the latest updates and behind-the-scenes content on Instagram at @gamesofthefutureofficial and @gotfabudhabi.
About Phygital International (PI):
Phygital International is the promoter of phygital sports globally and is focused on innovating and redefining sports. It is the custodian and rights holder of the Games of the Future and oversees the bidding process for each host city.
For further information please visit: https://Phygitalinternational.com
About the Games of the Future (GOTF):
The Games of the Future is an annual international event that fuses the worlds of physical and digital and is the pinnacle of phygital sport. The tournament brings together the next generation of phygital sporting heroes from all over the world to compete in a diverse range of phygital disciplines and challenges. The Games of the Future 2025 will be held in Abu Dhabi, UAE while the Games of the Future 2026, will be held in Astana, Kazakhstan.
For more information please visit: https://gofuture.games/
Contact: press@phygitalinternational.com
** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **
Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition
Official streaming platform for the Games of the Future Abu Dhabi 2025 powered by ADNOC launches ahead of opening competition
