March 4, 2019
CASE STUDY
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DataCubes Completes Plug and Play Tech Accelerator Program

Insurtech startup empowers commercial P&C insurers to increase underwriting productivity 10x

Schaumburg, IL DataCubes, a leading data science startup whose solutions improve commercial underwriting productivity by up to 10x, today announced its completion of the Plug and Play tech accelerator program. During a three-month period, DataCubes benefited from expert advice, exposure to investors and connection with the 61 insurance companies affiliated with the program. DataCubes is now well-positioned to continue to help commercial P&C insurers provide a world-class customer experience while becoming an order of magnitude more efficient in underwriting.

“Plug and Play was an excellent experience to get more exposure as we work towards our vision of enabling commercial underwriting with as little information as possible,” said Kuldeep Malik, DataCubes cofounder and CEO. “I would highly recommend Plug and Play for other insurtech startups that have formed a solid vision and could use the resources of the program to help them reach their full potential.”
“At Plug and Play, we connect the best technology startups with the world’s largest corporations,” said Ali Safavi, Global Head of Insurtech at Plug and Play. “DataCubes is a great example of how an insurtech startup can use our program to help accelerate their growth.”

Since joining Plug and Play in February, DataCubes has had the opportunity to connect with the insurance companies affiliated with the program, participate in demo days with investors and forge solid relationships with other insurtech companies. During this time, DataCubes was also able to stay focused on evolving its products, onboarding new customers and assisting prospects with determining how its solutions fit into their strategies.

About DataCubes

DataCubes is the first data science platform for commercial underwriting. We help carriers improve customer engagement, underwriting productivity, and profitability. Our platform uses data science to eliminate paperwork, provide a holistic view of risks by analyzing a broad array of internal and external data sources, and score and prioritize commercial risks. To learn more, visit www.datacubes.com.

About Plug and Play

Plug and Play is a global innovation platform. Headquartered in Silicon Valley, we have built accelerator programs, corporate innovation services, and an in-house VC to make technological advancement progress faster than ever before. Since inception in 2006, our programs have expanded worldwide to include a presence in over 20 locations globally giving startups the necessary resources to succeed in Silicon Valley and beyond. With over 6,000 startups and 220 official corporate partners, we have created the ultimate startup ecosystem in many industries. We provide active investments with 200 leading Silicon Valley VCs, and host more than 700 networking events per year. Companies in our community have raised over $7 billion in funding, with successful portfolio exits including Danger, Dropbox, Lending Club, PayPal, SoundHound, and Zoosk. For more information, visit www.plugandplaytechcenter.com.

 The Underwriting Eco-system

About Convr

Convr is a modular AI underwriting, data and intelligent document automation workbench grounded in the only P&C-specific Risk Context Engine that delivers consistent, traceable, verifiable risk data, in-line. The result: full lifecycle visibility from submission to renewal, better risk selection, faster decisions, and more profitable accounts across rate, quote, bind workflows.

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News

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Insights, announcements, and trends shaping the commercial P&C insurance industry.

XX MIN READ

Crestwell Underwriters Expands New Partnership with Convr® to Modernize Commercial Underwriting

CHICAGO (July 7, 2026) – Convr®,the leading underwriting workbench for commercial insurance organizations, offering a modular platform that streamlines underwriting workflows from submission to decision, today announced an expanded partnership with Crestwell Underwriters, a provider of specialty property insurance programs designed for condominium and homeowners associations.

Crestwell Underwriters originally approached Convr to address a familiar challenge across commercial P&C underwriting: a manual, time-intensive submission process that pulled experienced underwriters away from higher-value risk decisions. The company began with Convr's Intake module to automate and streamline its submission workflow.

"Crestwell Underwriters first saw value in Convr's Intake module and recognized that Convr could help eliminate submissions that didn't meet our risk appetite and reduce the need for manual review by an underwriter," said Paul DiFrancesco, ChiefUnderwriting Officer at Crestwell Underwriters.

The partnershiphas since expanded. Crestwell Underwriters now leverages both Convr Intake and Convr Scores, gaining a more complete view of each submission and a faster path from data to decision.

"Crestwell Underwriters is primed to take their underwriting to the next level through the power of Convr," said John Stammen, Chief Executive Officer at Convr."What sets Crestwell apart is their willingness to challenge the status quo and envision the best approach to commercial underwriting.”

By combining Intake and Scores, Crestwell Underwriters has placed their organization in a position to process more business, focus their underwriters on the risks that truly fit their appetite, and deliver faster, more consistent decisions to their broker partners.

About Convr Intake and Scores

Intake ingests, splits, classifies, extracts and prioritizes precise data from structured and unstructured documents including: PDF, Excel, Word, and emails to automate and streamline clearance and loss analysis workflows.

Scores helps underwriters evaluate and prioritize submissions to ensure quoted business fits their risk appetite.

“This is exactly the kind of forward-thinking partnership we built Convr to support, and we're proud to be on this journey with them,” said Stammen.

Media Contact
Alex Williams
Sr. Promotions Manager
alex.williams@convr.com
217-737-2782

XX MIN READ

Convr® Makes the Industry's Only Commercial P&C Risk Context Engine Available to AI Agents via Model Context Protocol (MCP)

CHICAGO (June 25, 2026) – An underwriter reviewing a $40M manufacturing submission can now ask their AI assistant — Microsoft Copilot, Claude, or any compatible agent, "What are the key risk characteristics on this account and how does it compare to similar risks?" and get an answer grounded in Convr's commercial P&C Risk Context Engine (RCE). That includes exposure profile, prior losses, peer benchmarks, and classification, all traceable to source.  

Convr® has added support for the Model Context Protocol (MCP), the open standard that lets AI agents call external systems as tools, making the RCE the industry's only commercial P&C knowledge graph and semantic ontology purpose-built for underwriting — available to any MCP-compatible AI system.

What underwriters can now do from inside their AI agent of choice:

  • Triage new submissions against carrier appetite  
  • Pull exposure summaries, prior-loss context, and peer benchmarks mid-conversation with a broker
  • Validate classifications and surface missing information before binding
  • Ground AI-drafted quote rationale, declination letters, and referral memos in RCE data the underwriter can trace

Because the RCE is calibrated against real commercial P&C submissions and refined in production across carriers, MGAs, and brokers, every response carries the same grounding and traceability as work done directly in the Convr Underwriting Workbench.

"Underwriting decisions are only as good as the context behind them, and the best source of commercial P&C insurance context is the Convr Risk Context Engine," said Harish Neelamana, Founder, President and Chief Product Officer at Convr. "With MCP, an underwriter can stay in Microsoft Copilot, Claude, or whichever AI agent their carrier has standardized on, and the RCE meets them there — with the same grounded, traceable intelligence they'd get inside the Convr Underwriting Workbench. The decision gets made faster, with better context, and the underwriter never has to leave the tool they're already in."


Availability

MCP connectivity is available to Convr Underwriting Workbench customers. Carriers, MGAs, and brokers interested in learning more can visit convr.com or contact a Convr representative.

Media Contact
Alex Williams
Senior Promotions Manager
alex.williams@convr.com

XX MIN READ

Convr® Delivers AI Underwriting Across Guidewire, Duck Creek, Sapiens, and Beyond

CHICAGO (June 23, 2026) – Convr®, the leading AI UnderwritingWorkbench for commercial property and casualty (P&C) insurance, today affirmed its commitment to a core-system-agnostic architecture that deliversAI-powered underwriting across every major policy administration platform including Guidewire, Duck Creek, Sapiens, and other core systems used by carriers and MGAs worldwide.

The announcement comes as commercial insurance organizations confront a difficult modernization reality: the speed of AI is accelerating, but core system replacement cycles remain measured in years, not months. Carriers and MGAs cannot afford to wait for a full core system transformation before deploying AI in underwriting, and they cannot afford to be locked into AI tools that work with only one platform. Convr's architecture is designed expressly for this moment, bringing AI-powered intake, enrichment, classification, scoring, and agentic decisioning to underwriting teams without disrupting their existing systems of record.

Built to integrate, not to replace

Convr's AI Underwriting Workbench is purpose-built as a modular layer that integrates with, not in place of, a carrier's existing system architecture. Through modern APIs, configurable data exchanges, and a flexible integration framework, Convr's platform connects with the major commercial insurance ecosystems, including:

·      Guidewire

·      DuckCreek

·      Sapiens

·      Legacy and proprietary systems

Convr's integration approach is grounded in the same proprietary commercial P&C ontology that powers the rest of the workbench, allowing the platform to translate between data models, classification schemas, and exposure structures across systems. The result: underwriters get a unified, AI-powered submission experience regardless of which core platform sits behind it.

"Underwriting transformation cannot wait for core system transformation," said John Stammen, Chief Executive Officer at Convr. "Our customers run on every major platform in the industry, and they need AI that works with what they already have. We built Convr from day one to be the connective tissue between underwriting intelligence and core systems, not a replacement for either."

Availability

Convr's Underwriting Workbench and powerful Risk Context Engine is available today for carriers and MGAs operating on any major commercial insurance core system. Organizations interested in learning more can visit convr.com or contact a Convr representative.

Media Contact
Alex Williams
Senior Promotions Manager
alex.williams@convr.com

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