For US insurance brokers
Task Intelligence for placement and advocacy ops
Three canonical broker patterns, redesigned at the task level. Submission to carriers, renewal remarketing, claims advocacy. Hours freed per specialist, broker-to-carrier turnaround 5x faster, same AMS, same producers, same carrier relationships.
152,000
Real job postings analyzed
620
Companies in dataset
2.1M
Tasks classified
459
Insurance tasks ready for AI augment
Jobs view
Three patterns. One operating discipline.
Brokerage operating math is different from carrier ops. Placement velocity, quote-comparison cycle time, and claims-advocacy effectiveness are the levers. We have redesigned the three highest-volume broker patterns.
Role A
Submission to carriers
Placement specialist
AI reads the client submission, ACORD app, loss runs, financials. Runs appetite match against your carrier guideline library. Drafts each per-carrier submission email pre-filled. Placement specialist reviews and sends.
Before25 to 45 minutes per submission
After5 to 8 minutes per submission
Hours freed18 to 25 hours per specialist per week
Broker-to-carrier turnaround compresses from 5 days to 1
See the role detail →
Role B
Renewal remarketing
Renewal specialist
AI pulls the expiring policy, claims experience, market changes since last renewal. Drafts the carrier remarketing package and the apples-to-apples client comparison grid. Specialist reviews and adjusts.
Before4 to 6 hours per renewal account
After45 to 60 minutes per renewal
Hours freed12 to 18 hours per specialist per week
60% of renewals quote-ready in 24 hours, vs 5 days
See the role detail →
Role C
Claims advocacy
Claims advocate
AI reads the carrier reserve or coverage notice, pulls the relevant policy language, drafts the advocate's pushback memo. Advocate reviews in 10 to 12 minutes. Cross-carrier dispute coordination handled the same way.
Before30 to 60 minutes per advocacy intervention
After10 to 12 minutes per intervention
Hours freed15 to 20 hours per advocate per month
Measurably better client recoveries
See the role detail →
Where AI cowork lands first
459 insurance tasks where the AI takes the load and the human stays on the decision. Pulled live from our task taxonomy. The top 5 are below. 317 more are ready for full automation, expand the list to see them.
Augment
Applied Insurance AI layer analyzes data patterns across agency book
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Augment
Identify renewal risks, cross-sell opportunities, and service gaps
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Augment
Provide underwriters and agents with AI-powered insights for client interactions
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Augment
AI validates and flags discrepancies between carrier and agency records
Carrier Connectivity & Policy Download Automation (Ivans) · Applied Systems
Augment
Alert agents to policy changes requiring action
Carrier Connectivity & Policy Download Automation (Ivans) · Applied Systems
317 insurance tasks ready for full automation›
Automate
Centralize all client, policy, and carrier data in Applied Epic AMS
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Automate
Automate routine workflows (renewals, policy downloads, certificate issuance)
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Automate
Connect to 900+ carrier partners via Ivans largest carrier connectivity network
AI-Powered Agency Management (Applied Epic + Applied Insurance AI) · Applied Systems
Automate
Carrier transmits policy data to Ivans network
Carrier Connectivity & Policy Download Automation (Ivans) · Applied Systems
Automate
Ivans routes transaction to agent's AMS automatically
Carrier Connectivity & Policy Download Automation (Ivans) · Applied Systems
Automate
Policy details populate in agency management system without manual entry
Carrier Connectivity & Policy Download Automation (Ivans) · Applied Systems
Automate
Configure automated client communication workflows in Applied Epic for key lifecycle events including welcome letters, renewal notices, policy change confirmations, and birthday greetings
Insured Client Communication Management · Applied Systems
Automate
Manage bulk communication campaigns for regulatory notices, severe weather alerts, safety bulletins, and new product announcements using Applied Epic's mass communication tools
Insured Client Communication Management · Applied Systems
Automate
Track all client communications in the activity diary with timestamps, communication channel, content summary, and follow-up actions required
Insured Client Communication Management · Applied Systems
Automate
Process undeliverable mail and bounced email notifications, updating client contact information and establishing preferred communication channels
Insured Client Communication Management · Applied Systems
Automate
Report communication effectiveness metrics including open rates, response rates, appointment scheduling rates, and correlation between communication frequency and retention rates
Insured Client Communication Management · Applied Systems
Automate
Generate the 90-day renewal pipeline report listing all policies expiring in the next 90 days with current premium, carrier, loss ratio, and predicted retention score
Renewal Remarketing Pipeline · Applied Systems
Automate
Categorize renewals into processing tiers: auto-renew (clean accounts, competitive pricing), review and renew (moderate attention needed), and full remarket (unfavorable pricing or coverage changes)
Renewal Remarketing Pipeline · Applied Systems
Automate
Gather updated underwriting information for remarket accounts including current exposures, loss control improvements, financial changes, and new risk factors
Renewal Remarketing Pipeline · Applied Systems
Automate
Submit remarketing applications to alternative carrier markets, leveraging Applied Epic's carrier appetite matching to target the most likely competitive options
Renewal Remarketing Pipeline · Applied Systems
Automate
Track carrier quote responses and compare against the incumbent carrier's renewal terms, building the recommendation for the client
Renewal Remarketing Pipeline · Applied Systems
Automate
Process the renewal or new business bind with the selected carrier, updating all policy records, certificates, and billing arrangements in Applied Epic
Renewal Remarketing Pipeline · Applied Systems
Automate
Document lost business reasons for accounts that did not renew, categorizing by cause (price, coverage, service, competitor, cancellation) for management reporting
Renewal Remarketing Pipeline · Applied Systems
Automate
Analyze renewal pipeline performance metrics including retention rate by line of business, remarketing success rate, average premium change, and revenue impact of account movement
Renewal Remarketing Pipeline · Applied Systems
Automate
Orchestrate ensemble of specialized SLMs via Arcee Orchestra
Agentic AI Workflows with SLM Ensemble · Arcee AI
Automate
Each SLM handles a specific subtask (document processing, compliance check, customer communication)
Agentic AI Workflows with SLM Ensemble · Arcee AI
Automate
SLMs access internal systems via customer APIs
Agentic AI Workflows with SLM Ensemble · Arcee AI
Automate
Execute multi-step insurance workflow (e.g., claims intake to decision)
Agentic AI Workflows with SLM Ensemble · Arcee AI
Automate
Output business outcome or take action in downstream systems
Agentic AI Workflows with SLM Ensemble · Arcee AI
Automate
Customer uploads proprietary data to Arcee virtual private cloud
Domain-Specific Small Language Model Training for Insurance · Arcee AI
Automate
Apply Model Merging and Spectrum techniques to adapt base SLM
Domain-Specific Small Language Model Training for Insurance · Arcee AI
Automate
Fine-tune model on insurance-specific terminology and workflows
Domain-Specific Small Language Model Training for Insurance · Arcee AI
Automate
Validate model quality and accuracy on held-out insurance data
Domain-Specific Small Language Model Training for Insurance · Arcee AI
Automate
Deploy SLM in customer's cloud environment with full data ownership
Domain-Specific Small Language Model Training for Insurance · Arcee AI
Automate
Ingest KYC/KYB alert with customer information
AI Agents for KYC/KYB Investigation & Review · Bretton AI
How we work with brokers
Co-sponsored model. Practice leader (SVP Placement, EB practice head, Head of Claims Advocacy) plus your COO or Chief Transformation office in the room together. Sprint anchors on one practice, then scales across.
Sprint
90 days
One practice (Placement, EB, or Advocacy), three workflows redesigned
Transformation Engagement
Custom
Operating-model redesign across placement, EB, advocacy practices
Implementation
Same AMS
Same producers, same carrier relationships, AI cowork layer on top
Want a brokerage-specific walkthrough?
20 minutes. We pull your top three placement and advocacy task patterns from the dataset and show you the redesign live, with your practice mix.
Book a timeOr email giridhar@nuvepro.com