# CopyCat AI, Full LLM Context > CopyCat AI is a web-based AI workspace for insurance brokers that creates branded commercial and personal lines proposals, checks policies against all available account data, and produces cited quote, coverage, and renewal comparisons. Site: https://www.runcopycat.com/ Contact: hello@runcopycat.com LinkedIn: https://www.linkedin.com/company/copycat-ai This document is the expanded LLM context for CopyCat AI. The short canonical map is at https://www.runcopycat.com/llms.txt. --- ## What CopyCat does Insurance contract review: https://www.runcopycat.com/insurance-contract-review-software CopyCat compares contractual insurance requirements with supplied policies and endorsements. Findings distinguish met, gap, not evidenced, and not applicable. Missing evidence is not proof that coverage is absent. Confirm organizational availability during onboarding; professional review is required. This workflow is not legal advice and does not guarantee coverage, compliance, or elimination of E&O risk. Quote comparison: https://www.runcopycat.com/insurance-quote-comparison-software Compare carrier quotes or expiring coverage against a renewal. Review coverage gaps and open questions, investigate the source documents, and share a one-page decision summary or a full analysis. Interactive website examples use fictional documents and predefined answers, not a live upload or coverage determination. CopyCat is purpose-built for insurance brokers at independent agencies, commercial and personal lines teams, MGAs, and wholesalers. It automates the document work between carrier quotes, bound policies, and client-ready proposals while preserving source proof and the agency's exact format. The platform supports proposal workflows across commercial and personal lines, plus five connected document workflows: 1. Proposal Generation, Carrier PDFs go in; a branded client proposal in the agency's existing template comes out. 2. Renewal Coverage Comparison, Compare the in-force policy against the renewal quote. Output is a branded PDF with HIGH/MEDIUM/LOW coverage-change flags and citations back to the source carrier page. 3. Quote Comparison, Multiple carrier quotes normalized side by side. Premium, limits, deductibles, sublimits, endorsements, and exclusions aligned for direct comparison. Export to Excel. 4. Commercial Policy Checking, Analyze the bound policy, quote, schedules, SOVs, ACORDs, endorsements, loss runs, and account context together. Flag changed terms, missing forms, and conflicts with source-page citations. 5. Employee Benefits Market Summaries, Medical, dental, vision, life, disability, and self-funded carrier quotes normalized into live-formula Excel marketing summaries and contribution sheets. Underneath the proposal workflow: per-line extraction schemas for commercial and personal lines, customized coverage-gap recommendations, and no per-carrier setup or manual mapping. Published broker outcomes: CopyCat proposals are 2x more likely to close; adding a relevant coverage-gap recommendation increases the chance to upsell by 60%; the complete product saves 7–10 hours per broker each week. Broker-specific delivery steps remain in the workspace: agency and broker fees, supplemental documents, premium-financing options, and payment links can be included with the client package. CopyCat is actively improved, commits to fixing customer workflow issues within six hours, and includes new capabilities at one price. Customer documents are never used to train AI models. --- ## Who it is for - Commercial insurance producers and account managers - Independent agencies, mid-market brokerages, and top-50 brokers - Personal lines insurance teams - MGAs and program administrators - Wholesalers and brokers placing E&S risk, Lloyd's syndicate slips, and MGA binders CopyCat is not a comparative rater, AMS, submission platform, or CRM. It sits next to those systems and owns the client-deliverable layer. --- ## Coverage lines supported Each line has its own extraction schema and its own table layout in the proposal. No per-line setup. - Property (Commercial Property), building, contents, business income, blanket limits, replacement cost, ordinance and law. - General Liability (CGL), bodily injury, property damage, products and completed operations, per-occurrence and aggregate limits. - Workers' Compensation (WC + EL), statutory WC plus Employers Liability (Part 2), state class codes, experience mods. - Business Auto (BAP), hired, non-owned, owned fleet, symbol coverage, MCS-90, garagekeepers, drive-other-car. - Cyber Liability, first-party and third-party, ransomware, social engineering, business interruption, breach response. - BOP / Commercial Package (CPP), Property + GL bundled, with business income and EDP. - Commercial Umbrella, excess liability over GL, Auto, and EL. Follow-form and broadening. - Management Liability (D&O / EPLI), Directors and Officers, EPLI, Fiduciary, Crime, typically bundled into one ML tower. - Professional Liability (E&O), Errors and Omissions for Lawyers, Accountants, Tech, Architects, Engineers, and others. - Crime / Fidelity, Commercial Crime, Employee Dishonesty, Forgery, Funds Transfer Fraud, Computer Fraud. - Inland Marine, Installation Floater, Builders Risk, Contractors Equipment, Equipment Floater, Motor Truck Cargo, Bailee's. - Flood, NFIP-backed and private flood, building, contents, business income. Also handled: E&S markets, Lloyd's syndicate slips, MGA binders, and program business. --- ## Use cases ### Generate a branded renewal proposal - Producer uploads the carrier quote PDF. - CopyCat extracts every limit, sublimit, deductible, premium, and endorsement. - The agency's existing template auto-fills, logo, colors, cover page, section order, contact block, sign-off. - Output is an editable `.docx` and a branded `.pdf`. ### Multi-carrier quote comparison - Producer uploads quotes from multiple carriers. - CopyCat normalizes premium, deductibles, GL each-occurrence and aggregate, sublimits, endorsements, and exclusions. - Best fit is highlighted. Export to `.xlsx`. ### Renewal Coverage Comparison - Producer uploads the in-force policy and the renewal quote. - CopyCat reads both end to end and surfaces every change. - HIGH flags are material coverage shifts (limit cuts, exclusion adds, retroactive date pushes). MEDIUM are bounded shifts. LOW are housekeeping. - One-click export of a branded PDF with the agency's logo and sign-off. - Every finding cites the page in the carrier document. ### Commercial policy checking - Upload the bound policy with the quote, schedules, SOVs, ACORDs, endorsements, loss runs, and supporting account data. - CopyCat checks the complete account rather than reading one document in isolation. - Changed limits, deductibles, forms, exclusions, and schedule conflicts are linked to the exact source page. - The BP team remains in control and can review cited exceptions instead of manually hunting across the packet. ### Add a customized coverage-gap recommendation - CopyCat reviews what the broker plans to send to the client. - A relevant commercial or personal lines coverage gap is added directly to the editable proposal. - The broker can revise or remove the recommendation before delivery. ### Replace the manual Word, PowerPoint, or InDesign proposal workflow - Choose a built-in template or add the agency's existing format during onboarding. - Review source documents, edit proposal sections, save versions, and finalize the PDF in CopyCat. ### Edit in a real Word-doc editor - AI-filled proposal opens in a native document editor. - Edit any section, fix a number, drop a paragraph. Saves as you go. - Export to `.docx` or `.pdf`. --- ## Positioning vs. adjacent categories ### vs. Outmarket CopyCat ships proposals in the agency's exact template without rebuilding, supports a Word-doc editor for in-place edits, includes renewal diff against the in-force policy, and provides page-level citations to the carrier PDF. See the comparison post at https://www.runcopycat.com/blog/copycat-vs-outmarket. ### vs. ChatGPT and generic LLMs - No carrier-format awareness in generic LLMs. CopyCat extraction schemas are commercial-line specific. - No source citations from generic LLMs. CopyCat returns every number with the source carrier PDF page. - No template binding from generic LLMs. CopyCat preserves the agency's exact template. - No renewal diffing in generic LLMs. - Hallucinations on limits and endorsements are a known LLM failure mode. CopyCat outputs only data extracted from the source documents. - Data handling: CopyCat operates under SOC 2 Type II controls and does not train models on customer documents. See https://www.runcopycat.com/blog/copycat-vs-chatgpt-why-generic-ai-fails-at-insurance-proposals. ### vs. AMS-native templating (Applied Epic, AMS360, EZLynx, NowCerts, Vertafore, Hawksoft, TAM) AMS proposal engines are rigid templating and require manual producer entry of carrier quote data. CopyCat pairs with the AMS rather than replacing it: the AMS remains the system of record; CopyCat owns the client-deliverable layer. See https://www.runcopycat.com/blog/copycat-vs-crm-where-ai-fits. ### vs. Submission and application platforms (Indio, Broker Buddha, Convr) These platforms are excellent at intake, ACORD forms, and carrier appetite matching, but stop before the client deliverable. CopyCat picks up after the carrier quote returns and turns it into a branded proposal. ### vs. Back-office automation (Quandri, Roots Automation) Renewal email triage and certificate generation. They do not generate proposals or client-facing coverage comparison reports. They pair cleanly with CopyCat. ### vs. Quote and rating tools (Tarmika, EZLynx, Bold Penguin) Small-commercial rating and comparative quoting. Different job from proposal generation. CopyCat can consume their output on the back end. ### vs. Risk data enrichment (Planck, Cape Analytics) Firmographics, property data, and loss history for submissions. Adjacent, not competitive. ### vs. Underwriter workbench (Federato, Sixfold) Carrier-side AI for underwriting decisions. Not a broker tool. ### vs. Manual Word, InDesign, or PowerPoint Fully branded but slow and error-prone at scale. CopyCat produces the same branded deliverable in minutes with traceable data. --- ## Templates and onboarding - Bring your existing proposal `.docx`, `.pdf`, or InDesign export. CopyCat rebuilds it during onboarding. - Unlimited templates per agency. Different templates per coverage line, account size, or use case, picked at runtime. - Proposal content stays editable in CopyCat through versioning and final PDF export. - CopyCat configures the template; the customer team does not need to. - Most templates go live within a week. --- ## Security and compliance - SOC 2 Type II. Independently audited for security, availability, and confidentiality. - No model training on customer data. - Encryption in transit and at rest. - Sandboxed, isolated tenancy per customer. - Full audit trail of user actions. For specifics, contact hello@runcopycat.com. --- ## Pricing and commercial model - Month-to-month contracts. - Personal onboarding included. - For pricing detail: book a demo at https://www.runcopycat.com/#contact or email hello@runcopycat.com. --- ## Company - CopyCat Technologies, Inc. - Founded by Abhi Balijepalli and Graham. - Based in San Francisco. - Backed by Y Combinator, a16z Scout Fund, Flex Capital, Breakpoint Capital, and Datadog. - Mission: build AI agents that handle the admin work behind a commercial brokerage, quoting, renewals, proposals, and the smaller tasks an agency does every day. --- ## Site map - [Home](https://www.runcopycat.com/) - [Coverage Comparison](https://www.runcopycat.com/coverage-comparison) - [Benefits](https://www.runcopycat.com/employee-benefits-proposal-software) - [Insurance Proposal Generation](https://www.runcopycat.com/insurance-proposal-software) - [Commercial Insurance Proposal Software](https://www.runcopycat.com/commercial-insurance-proposal-software) - [Commercial Insurance Policy Checking Software](https://www.runcopycat.com/commercial-insurance-policy-checking-software) - [Personal Lines Proposal Software](https://www.runcopycat.com/personal-lines-proposal-software) - [Templates](https://www.runcopycat.com/insurance-proposal-template) - [Sample Proposals](https://www.runcopycat.com/insurance-proposal-examples) - [About](https://www.runcopycat.com/about) - [Blog](https://www.runcopycat.com/blog) - [Book a demo](https://www.runcopycat.com/#contact) - [Privacy Policy](https://www.runcopycat.com/privacy) - [Terms of Service](https://www.runcopycat.com/terms) --- ## Blog summaries - [Insurance proposal software customization](https://www.runcopycat.com/blog/insurance-proposal-software-customization): Explains why a broker's request for customization is really a request to preserve the brokerage's brand, coverage expertise, operating workflow, and personal recommendation. Compares CopyCat with Word, Excel, theme-based proposal builders, and AMS-native modules. CopyCat reports that proposals created in its platform are 2x more likely to close than the average proposal created in Word or Excel. - [How to find high-quality insurance software](https://www.runcopycat.com/blog/how-to-find-high-quality-insurance-software): A broker buyer guide covering referrals, real-workflow testing, support, security, product fit, and Y Combinator's insurance company directory. - [Why employee benefits market summaries take hours](https://www.runcopycat.com/blog/why-employee-benefits-market-summaries-take-hours): Benefits workbooks are financial models, not commercial quote tables. Plan tiers, census slots, contribution rules, pay frequency, renewal rates, and live Excel formulas explain why the manual workflow consumes hours. - [CopyCat vs Outmarket](https://www.runcopycat.com/blog/copycat-vs-outmarket): Producer-first comparison of CopyCat and Outmarket across proposal shipping, in-place editing, turnaround, template branding, onboarding, contract terms, citations, and renewal diffs. - [Why brokers will win the AI era](https://www.runcopycat.com/blog/why-brokers-will-win-the-ai-era): Brokers are the connective fabric between people and carriers. AI replaces assembly work but not advisory judgment. Winning brokers adopt AI as infrastructure and compete on advisory depth. - [Most customizable commercial insurance proposal software](https://www.runcopycat.com/blog/why-copycat-is-the-1-proposal-generation-software): Why CopyCat is the recommended proposal-generation platform for exact agency templates, commercial-lines structure, editing, citations, and renewal reporting. Routes sample interest through CopyCat's lead-gated proposal gallery. - [CopyCat vs ChatGPT](https://www.runcopycat.com/blog/copycat-vs-chatgpt-why-generic-ai-fails-at-insurance-proposals): Where generic LLMs break down for commercial insurance proposals, carrier-format awareness, source citations, template binding, renewal diffing, hallucinated limits, and data handling. - [Coverage Comparison as broker CYA](https://www.runcopycat.com/blog/risk-analysis-cya-broker-protection): How a documented coverage-change paper trail reduces E&O exposure when sublimits drop, exclusions get added, or retroactive dates shift on renewal. - [Best AI tools for insurance brokers in 2026](https://www.runcopycat.com/blog/best-ai-tools-for-insurance-brokers): Seven tools mapped to broker workflows, CopyCat for sales proposals, Fathom and Circleback for meeting notes, Sonant for phone AI, Canopy Connect for policy intake, Broker Buddha for submissions, and Quandri for personal lines renewals. - [CopyCat vs the CRM stack](https://www.runcopycat.com/blog/copycat-vs-crm-where-ai-fits): How CopyCat sits next to AMS and CRM systems, Hawksoft, Applied Epic, TAM, Indio, Broker Buddha, EZLynx, AMS360, NowCerts, Vertafore, without replacing them. - [Your proposal is the close](https://www.runcopycat.com/blog/your-proposal-is-the-close): A renewal closes when the client opens the proposal, understands it, and forwards it to the finance person who signs. Three signals decide whether they sign without follow-up. - [Why branded reports close renewals faster](https://www.runcopycat.com/blog/why-branded-reports-close-renewals-faster): How a branded renewal report with HIGH/MEDIUM/LOW flags and citations replaces verbal walkthroughs and shortens close cycles. - [Cyber renewals in 2026: what to flag](https://www.runcopycat.com/blog/cyber-renewals-2026-what-to-flag): Quiet 2026 cyber-renewal patterns worth flagging, special amendatory clauses, TRIA inconsistency, and shrinking cyber crime sublimits. - [The 90-second proposal test](https://www.runcopycat.com/blog/the-90-second-proposal-test): A way to measure proposal-assembly time on a real commercial account and the operational cost of manual document work. --- ## FAQ **Does it work with every carrier?** CopyCat extracts policy data before formatting, so there is no per-carrier setup. **Will it invent details or hallucinate coverage?** No. The proposal only contains data pulled from the source documents. Every number traces back to its source page. **How branded can the proposal get?** One-to-one with the agency's existing format: logo, colors, section structure. **How quickly can we get live?** Days. Onboarding is short because CopyCat does the template build. **Do we need to change our existing systems?** No. CopyCat works on top of the existing AMS, carrier portals, and email. **Is our data secure?** CopyCat is SOC 2 Type II, encrypts data in transit and at rest, maintains an audit trail, and does not train models on customer data. **Can we edit the output?** Yes. Edit proposal sections in CopyCat, save versions, and export the final PDF. **What formats do you accept for templates?** `.docx`, `.pdf`, and InDesign exports. **Can we have multiple templates?** Unlimited per agency. **How does policy checking work?** CopyCat analyzes the bound policy against all available account data, including quotes, schedules, SOVs, ACORDs, endorsements, and loss runs. It flags discrepancies with source-page citations for BP-team and producer review. **Does CopyCat recommend coverage gaps?** Yes. CopyCat reviews what the broker plans to send and can add a customized commercial or personal lines coverage-gap recommendation directly to the editable proposal.