October 1, 2024
CASE STUDY
MMMM D, YYYY
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Lucid Insurance Group Achieves Straight-through Processing with Convr AI

Convr AI, the leading AI company serving commercial insurance organizations with its underwriting workbench is achieving straight-through processing for Lucid.

Convr AI, the leading artificial intelligence (AI) company serving commercial insurance organizations with its underwriting workbench is achieving straight-through processing for Lucid Insurance Group bringing the organization greater speed, accuracy and efficiency in their underwriting operations by utilizing its Intake AI product.

Lucid Insurance Group is an innovative and fast-growing Managing General Agent (MGA) and specialty wholesale producer specializing in middle market, commercial insurance. The organization has several niche areas of focus but is principally dedicated to revolutionizing the property insurance industry through cutting-edge technology, data-driven insights, and strategic distribution.

Lucid Insurance Group is utilizing Intake AI to do the following:

  • Eliminate manual submission processing by digitally ingesting, preparing and analyzing underwriting documents. For every submission that flows through their business, Convr extracts key data points and augments the information with third-party data to broaden and deepen the risk profile. By automating and digitizing the insurance application process, their underwriting team is quoting faster, with more confidence, enhanced application data and achieving more nuanced insights.
“Lucid is using Convr’s Intake AI to automate the entire underwriting process, eliminating human touch along the way,” said John Stammen, Chief Executive Officer at Convr. “The agent sends a submission over and it’s then auto forwarded to the Convr Underwriting Workbench, ingested, extracted and digitized -- then all of that information is automatically sent over to their policy admin system with BindHQ. From there they’re able to go on with their quoting process without much intervention and they’re realizing this. So they’re achieving straight-through processing.”
“Our team is passionate about reshaping the insurance landscape and providing tailored solutions for insureds,” said Charles Smith, Head of Innovation and Strategy at Lucid Insurance Group. “We’re approaching underwriting through a different lens and we’re certain we can achieve our goals through this new partnership with Convr.”
“Convr aligns with Lucid’s mission to realize efficiency,” said Stammen. “Together, we’re going to continue to transform commercial insurance with frictionless underwriting.”

About Convr AI

Convr is an AI underwriting and intelligent document processing workbench that drives world-class customer experiences. It delivers premium growth, insights and efficiency for commercial P&C insurance organizations of all sizes, including many of the top 10 carriers, MGA's, brokers and reinsurers. To learn more, visit www.convr.com. Follow Convr on Twitter,Instagram,LinkedIn and YouTube.

 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.

Trusted by Leading Commercial Carriers, MGAs and Brokers

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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