Kevorynt AI: From first submission to a bound policy, on one AI platform.
Kevorynt AI is the operating layer for commercial P&C brokerages. Submissions, carrier quotes, binders, endorsements, claims and renewals live on one reconciled account record — so producers and account handlers stop chasing documents and start placing risk.
Exposures, submissions, quotes, bound terms and open exceptions arrive from carriers, MGAs, ACORD files and the client’s own documents in a hundred shapes. Kevorynt AI reconciles them into one account record — scored for confidence, watched for drift, and surfaced by the action that unblocks the most work.
app.kevorynt.ai/dashboardLIVE · ACCOUNT COMMAND CENTER
Kevorynt AI — commercial P&C broker command center
One account, on one record
01 / 04
82%
+12%vs last month
Submissions cleared
Commercial applications, SOVs and loss runs auto-extracted and verified against underwriting guidelines.
91%
+8%vs benchmark
Extraction confidence
Line-by-line carrier quote and endorsement comparison with direct policy coordinate trace.
14
+3pending review
Human in the loop
Decisions waiting on a broker — coverage gaps, high-limit exclusions, and manuscript wording AI will not bind on its own.
9
5within 14 days
Active deadlines
Expiring programs, carrier response SLAs, and bound binder issuances tracked across the book.
Figures read from the sample dashboard above · illustrative, not a customer benchmark.
The Nestack financial services suite
Built for every corner of financial services.
Financial services move differently in every field, with unique teams, workflows, documents, and decisions. Your tools should be built to work the way your industry does.
Intake, placement, comparison, binding, servicing, claims, renewals, and compliance are not separate tools stitched together — they are one continuous account record, from the first quote request to the renewal that follows.
Every submission document turned into a verified exposure record
SOVs, loss runs, ACORD applications, cyber supplements and broker-of-record letters land in one queue. Each document is classified, entities extracted with a confidence score, and contradictions between them surfaced before an underwriter sees the file.
Document Type
Confidence Score
Missing Fields
Schedule Conflicts
Account Owner
app.kevorynt.ai/placementLIVE · PLACEMENT
Placement — Kevorynt AI
— 02 — PLACEMENT
Every line, every market, one placement pipeline
Coverage-line by carrier — Property, GL, Auto, Workers' Comp, Umbrella, Cyber — from submission prep to quote or decline. Appetite signals, stalled activity and underwriter questions live beside each path, with the response-time forecast for every carrier on file.
Coverage Line
Target Market
Pipeline Stage
Carrier Appetite
Response Age
app.kevorynt.ai/comparisonLIVE · COMPARISON
Comparison — Kevorynt AI
— 03 — COMPARISON
Carrier quotes normalised into a decision-ready matrix
Limits, deductibles, retentions, exclusions and subjectivities pulled from every quote and lined up side by side. Each material difference carries the exact clause language it came from, so the shortlist is built on evidence, not on a summary.
Coverage
Carrier
Limit / Deductible
Premium
Material Difference
app.kevorynt.ai/bindingLIVE · BINDING
Binding — Kevorynt AI
— 04 — BINDING
Bound terms verified line-by-line against the issued policy
Client authorization, bind instructions, binder receipt and issued-policy verification tracked end to end. Bound terms are compared line by line against the issued policy, and any drift in coverage, limits, or exclusions is flagged as an exception before the file leaves placement.
Bind Order
Carrier Policy #
Premium Variance
Subjectivities
E&O Verification
app.kevorynt.ai/servicingLIVE · SERVICING
Servicing — Kevorynt AI
— 05 — SERVICING
Certificates, endorsements and mid-term changes routed without coverage leaks
Certificates of insurance (COIs), endorsements and mid-term schedule changes routed from intake through verified delivery. Each certificate request is checked against the policy's actual terms so a certificate is never issued for a limit or coverage the policy doesn't carry.
COI Holder
Endorsement Ask
Coverage Validation
Turnaround SLA
Delivery Status
app.kevorynt.ai/claimsLIVE · CLAIMS
Claims — Kevorynt AI
— 06 — CLAIMS
First-notice-of-loss to resolution, coordinated end to end
FNOL classification, coverage located inside the actual policy, missing documents predicted before the carrier asks, and every message with the adjuster kept beside the file. The account handler works one screen, not five email threads and a shared drive.
FNOL Intake
Coverage Match
Adjuster Log
Loss Reserve
Claim Status
app.kevorynt.ai/renewalsLIVE · RENEWALS
Renewals — Kevorynt AI
— 07 — RENEWALS
Renewal preparation that starts 120 days out, not 30
Exposure changes, loss signals and late carrier responses are scored into an attention curve that climbs as the expiration date approaches. The strategy — incumbent renewal or remarketing — is set from the same evidence the placement decision was built on.
Expiration Date
Exposure Delta
Loss Trend
Carrier Response
Renewal Strategy
app.kevorynt.ai/complianceLIVE · COMPLIANCE
Compliance — Kevorynt AI
— 08 — COMPLIANCE
Producer licensing and regulatory obligations, always audit-ready
Resident and non-resident producer licenses, carrier appointments, jurisdiction-specific rules and NPI safeguarding controls tracked in one place. AI checks the file for gaps and prepares the evidence pack a state exam or an E&O audit expects.
License Status
Carrier Appointments
NPI Security
Audit Pack
State Filing
How It Works
Your workflow, from documents to decisions.
01 / 03
01
Import your account data
Applications, SOVs, ACORD filings, loss runs and policy documents land in one workspace. AI organises each upload, structures exposure schedules and flags what is still missing before your team approaches the market.
02
Run every stage connected
Intake, market clearance, quote comparison, subjectivities, binding and servicing work as linked modules — alongside your AMS, email and rating portals, without re-keying between stages.
03
Lead from the command dashboard
Account readiness, placement pulse and renewal-attention alerts live on one screen — so brokers, account executives and operations teams see what needs attention before deadlines hit.
Traditional SaaS vs Kevorynt AI
Don’t settle for the AI your software chose.
Most platforms ship one model and you work inside its limits. Kevorynt AI puts an orchestration layer between the document and the model, so every step of a customer file runs on the intelligence that suits it.
TRADITIONAL SAAS
Built-in AI
One model, one pass, and no step you can point somewhere else.
You work within its limits.
KEVORYNT AI · ROUTED INTAKE
01
Read the scanned pack
Layout-aware OCR holds the ACORD checkboxes, table rows and title blocks that a general model flattens into prose.
Mistral
DOCUMENT AI / OCR
02
Sort every page
A fine-tuned classifier tells an ACORD 125 from a loss run page by page, at a fraction of what a frontier model costs.
Hugging Face
INFERENCE PROVIDERS
03
Read the whole file in one pass
Long context holds the entire policy pack, so an endorsement on page 9 still binds the limit written on page 318.
Gemini
GEMINI API
04
Extract into your AMS schema
Constrained decoding against a strict schema, so the record never lands malformed in Applied, EZLynx or Guidewire.
OpenAI
RESPONSES API
05
Draft the risk and compliance note
Holds structure across thousands of words and cites the source line behind every sentence a reviewer will be asked about.
Claude
ANTHROPIC MESSAGES API
06
Score every field, flag what is weak
Cheap enough to score all 214 fields twice and compare the runs — which is the only reason the flags are worth trusting.
DeepSeek
DEEPSEEK API
07
Match names to sanctions and PEP lists
Fuzzy name matching is a retrieval problem, not a generation one — embeddings and a reranker beat a chat model outright.
Cohere
RERANK + EMBED
08
Redact NPI and PHI before it leaves
A small open-weight model runs inside your own VPC, so regulated data is masked before any external API ever sees it.
Llama
SELF-HOSTED IN YOUR VPC
One structured customer file214 FIELDS · 99.4% MEAN CONFIDENCE · 0 HELD FOR REVIEW
Note: Model and product names are trademarks of their respective owners, used here to describe what runs where. Routing is configurable per workflow — no endorsement or partnership is implied.
Connectivity
Your whole brokerage stack, connected.
Kevorynt AI plugs into the agency management systems, carrier portals, rating engines, document stores, collaboration tools and compliance registries your brokerage already runs. Submissions, SOVs, quotes, binders and policy schedules sync through governed APIs — so data moves without manual re-keying between systems.
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied. Integration availability depends on existing systems, licences, API access, vendor approval, security configuration and implementation scope.
Compliance
Held to the standards your regulators are.
A brokerage’s operating system sits inside a regulatory perimeter, not beside it. Kevorynt AI is built around the licensing, data-security and standards frameworks that already govern producers, carriers and MGAs on a commercial P&C book.
01 / 05
NAIC Model #668
NAIC Insurance Data Security Model Law
Model law adopted by U.S. state insurance departments that requires licensees to maintain a written information security program and report cybersecurity events; the Compliance module tracks program controls, third-party risk, and event notifications.
ACORD
ACORD Data Standards for Insurance
Industry data standards (ACORD 125, 126, 130, AL3, XML) used to exchange submissions, policies, and claims between brokers, carriers, and MGAs; Intake and Placement ingest and emit ACORD-conformant data.
U.S. federal law requiring financial institutions, including insurance producers, to protect nonpublic personal information and issue privacy notices; Servicing and Compliance enforce access controls, encryption, and NPI audit logging.
23 NYCRR 500
New York DFS Cybersecurity Regulation for Financial Services
NYDFS rule requiring covered insurance entities to run a written cybersecurity program, MFA, and 72-hour incident reporting; the Compliance module produces the annual certification evidence pack.
NAIC PLMA
NAIC Producer Licensing Model Act
Uniform framework for resident and non-resident producer licensing, appointments, and continuing education across U.S. states; Binding validates producer license status and carrier appointments before a policy is bound.
Note: Listed for orientation only — supporting a standard in the product is not a substitute for your own counsel or compliance officer.
KEVORYNT.AI SHIPS
Extraction agents, in production, reading real commercial insurance documents.
Structured records from submissions, ACORD forms, SOVs and loss runs — live in your AMS, CRM, rating and carrier targets through documented API integrations, with each agent mapped to the modules your team already runs.
YOUR INSURANCE AI AGENTS, RUN LIKE PRODUCTION SYSTEMS.
Telemetry, evaluations, guardrails, human review and incident response — pinned to the Insurance & Financial Services playbook so extraction and routing agents stay reliable from intake through binding.
INSURANCE AGENTS ARE CATALOGUED IN PLAYBOOK 2.07 OF 23.
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.
Add-ons
Add the hardware your desk needs.
The brokerage desk still lives on physical signatures and the producer sign-in. The Kevorynt AI kit is our own companion hardware — it enrols against your workspace and streams straight into the module it belongs to, with nothing to configure.
01 / 02
Broker Access Security Key
USB-C / NFC FIDO2 hardware key that enforces phishing-resistant MFA for producers signing in; each tap streams an authenticated event into your Compliance module's access log for NYDFS 500 and NAIC #668 evidence.
Policy e-Signature Pad
Compact USB signature-capture tablet for in-office binder and application signing; each captured signature and audit trail streams into your Binding module and attaches to the policy file automatically.
Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
Pricing
One brokerage. One number.
Starting at
$200/mo
One flat monthly figure for the whole platform. Talk to us about seats, carrier connectors and onboarding for your desk.
Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
Every module on the platform, with no tiers
Intake, placement, comparison and binding
Servicing, endorsements and certificate delivery
Claims coordination and renewal preparation
Producer licensing and compliance evidence
Book-wide analytics on premium, retention and hit ratio
Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
Onboarding
What your onboarding fee covers
A one-time setup that gets your brokerage fully live on Kevorynt AI before the first subscription cycle — we import your live book, connect the AMS, carrier portals and email your account handlers already run through, and configure the intake, placement, comparison, binding, servicing and renewal modules to your house workflow. Each fee below is a starting point: the final onboarding is scoped once we understand your environment, security needs, integrations, data volume, compliance requirements and deployment model.
01 / 03
Essential
$1,000+one-time
Kickoff call and onboarding plan scoped to your lines, states and appetite
Workspace provisioning with producer, CSR and management seats, roles and permissions
Import of your active submissions and in-force policies
Placement pipeline configured for the coverages, carriers and MGAs you write
Email and calendar connected for incoming submissions and carrier replies
ACORD application, submission and binder templates set to your house format
Live-readiness check before your first subscription cycle
Onboarding handbook and self-serve help for the desk
Plus
Most brokerages
$2,500+one-time
Everything in Essential, plus:
Guided migration of historical policies and claims, with validation
Two integrations — AMS, carrier portal or MGA feed — connected and field-mapped
Certificate and endorsement templates configured for your top holders
Custom diligence risk areas, confidence scoring and reviewer routing
Live training session for producers and CSRs, with a recording
Dedicated onboarding specialist for the rollout
Enterprise
$5,000+one-time
Everything in Plus, plus:
Tailored implementation across multiple offices, programs or wholesale operations
Bespoke integrations and SSO across your AMS, carrier portals and MGA rating tools
Bulk migration of policy history and claims, with cleansing and reconciliation
Role-based training tracks for placement, servicing and claims teams
Reporting workflows aligned to your carrier scorecard and audit calendar
Named onboarding manager with a defined go-live date
Where it runs
Two ways to deploy — same platform, same subscription
Run Kevorynt AI wherever your submissions, policy files and client NPI are allowed to live. The subscription price is identical either way.
Cloud (SaaS)
Runs in Nestack’s managed cloud — nothing to provision. The fastest way to get your desk live and working submissions.
Private / self-hosted
The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — for brokerages with strict NPI, NYDFS or carrier-mandated controls. Client and policy data never leave your environment, and the subscription price stays the same.
The subscription is identical on either model; only the onboarding scope differs by your security and deployment requirements.
FAQs
Frequently asked questions
Clear answers on where the account data comes from, how much of it you have to take on trust, and what the platform does between a submission arriving and the next renewal.
The subscription gives your brokerage access to the complete Kevorynt AI platform — from intake and placement through comparison, binding, servicing, claims, renewals, and compliance. You are buying one connected operating workflow rather than separate tools for each stage of the account lifecycle.
How is pricing structured?
Pricing is structured as a predictable monthly subscription for the platform. We scope the subscription around your brokerage and operating requirements before you commit, so you know what is included and what the ongoing cost will be without discovering essential workflow features behind separate module upgrades.
How quickly can our team get started?
We start with the workflows your team already runs — submissions, ACORD forms, loss runs, SOVs, carrier quotes, policies, endorsements, claims, and renewals. Implementation focuses on configuring those existing processes inside the platform rather than forcing producers and account teams to learn an entirely new insurance operating model.
Will it work with our existing systems?
Kevorynt AI is designed to work alongside the systems and documents already used by a commercial P&C brokerage. During implementation, we review your AMS, rating and placement tools, document sources, and existing workflows to determine what should connect, what should remain in place, and where manual re-entry can be removed.
What value should we expect from the platform?
The goal is to remove the repetitive work that slows down producers, account managers, placement teams, and servicing staff: re-keying submission data, chasing missing information, comparing inconsistent quotes, checking issued policies against bound terms, routing service requests, and rebuilding renewal files. Your team keeps control of the account while the platform handles more of the preparation, checking, and follow-up.
How do you reduce the risk of AI making a wrong decision?
The AI is designed to support brokerage decisions, not silently make them. Extracted fields carry confidence scores, comparisons remain tied to their source documents, exceptions are surfaced for review, and important workflow actions stay visible to the user. Your team can verify the evidence before relying on an AI-generated result.
What support do we receive after we subscribe?
Support continues beyond implementation. We help your team configure workflows, resolve platform issues, and adapt the system as your brokerage's operating needs change. The objective is not simply to deliver software, but to make sure the platform becomes usable in the day-to-day work of your producers, account managers, placement teams, and servicing staff.
Can we evaluate it before committing?
Yes. Book a walk-through and we can demonstrate Kevorynt AI against the workflows that matter to your brokerage. Rather than showing disconnected AI features, the session can follow a commercial account from intake and placement through binding, servicing, claims, and renewal so your team can evaluate where the platform would actually fit.
