Confidential · Prepared for Great American Insurance, Custom Division · Early Adoption Partnership
POC Response
RiskWise.AI x Great American Insurance
Risk intelligence for excess and umbrella underwriting
RiskWise.AI continuously monitors billions of signals across legal, regulatory, academic, news, social, and financial data. It extracts the specific forces driving risk, attributes them to the companies and exposures they affect, and delivers a source-cited, continuously updating view tailored to your underwriting workflows.
This response confirms our understanding of GA Custom's objectives and provides the proposed POC scope and deliverables, delivery plan and service targets, support cadence, data source coverage, and a commercial proposal aligned to your requested pricing views.
Establish expectations for turnaround times, service levels, and projected costs, anchored on a per-annum subscription model with scope-based pricing and optional integration scope.
Scope of the Proof of Concept
Built Around Your Renewal Book and Emerging Exposures
This evaluation is structured around your actual accounts and the emerging risks your team identified. No synthetic data. You evaluate RiskWise against decisions you are already making.
10 Company Profiles
Renewal Account Intelligence
Each company receives a dedicated, continuously updating risk profile combining signals from litigation, regulation, media, research, and more into a single underwriting view.
Dallas Cowboys Football Club Ltd
Walmart Inc.
Apple Inc.
Marriott International, Inc.
W.W. Grainger, Inc.
A.O. Smith Corporation
Airbnb, Inc.
Alcoa Corporation
Turner Construction Company
The Home Depot, Inc.
Each company profile includes: Full-spectrum analysis of the company's risk landscape, including all attributable General Risks with enhanced Driver detail for those in-scope. Risk indices and time-series fueling trend analysis, forecasts, and real-time change alerts*. Company snapshots highlighting where risk is headed, what is driving it, what is offsetting it (controls and improvements that support writing or expanding limits), and the extent to which adjacent entities share these exposures. Deep-Research briefings for targeted investigation.
* Real-time change alerts launching May 2026
2 Emerging Risk Profiles
Risks Your Team Is Tracking
These profiles track entire risk ecosystems: who is exposed, how the risk is evolving, and where it is headed. Built for portfolio-level decisions.
AI Data Centers - Personal Injury and Nuisance Claim Activity
Construction Defect Claims Related to Wrap-Up Coverage
Each emerging risk profile includes: Drivers framed as traceable, source-cited explanations to pressure-test severity, appetite, and limits. Narrative signals capturing new allegations, reframes, and emerging exposures that often precede excess and umbrella loss escalation. Risk indices and time-series fueling trend analysis, forecasts, and real-time change alerts*. A searchable peer map of companies linked to the risk and underlying drivers, with benchmarking to help calibrate severity, select comparables, and pressure-test limit decisions. Deep-Research briefings for portfolio decisions.
Inside Every Profile
What Your Team Will See
Each profile answers the questions that matter at renewal: Is this risk growing or receding? What is the evidence? Who else is exposed? Should we write, expand, or restrict?
Risk Direction
Where risk is headed: trending up, stable, or improving, grounded in data across all monitored sources.
Risk Drivers
The specific causal forces behind a risk's movement, traced to regulatory filings, scientific publications, or plaintiff activity, with source citations.
Early Signals and Narratives
How risk is being framed: new allegations, legal theories, and emerging exposures that often precede loss escalation.
Risk Indices and Trends
Quantified, comparable risk scores over time, calibrated against real outcomes: litigation filings, regulatory actions, product recalls.
Peer and Entity Maps
Which other companies share the same risk exposures. Calibrate severity against peers and identify portfolio concentration.
Deep Research Briefings
On-demand, interactive reports compiling the full context surrounding a risk, every source cited, every connection mapped.
Mapping and Configuration
AI-Powered. Underwriter-Governed.
RiskWise supports both default AI-driven mapping and guided or hybrid mapping where GA informs the guardrails. Your team decides how much control to take.
Default AI-Driven Mapping
The platform automatically maps risks to companies, continually surfaces new risks as they emerge, and updates Drivers across Company and General Risk profiles as the signal landscape evolves.
Guided or Hybrid Mapping
GA can inform, constrain, or prioritize how risks map to specific companies and how Drivers align across all profiles, with RiskWise continuously updating within those guardrails. Admin users can also govern how the model behaves and how entities are classified in-platform to reflect GA underwriting judgment, including:
Adjust driver and data-channel weights to directly shape risk indices and time series, blending model guidance with GA expertise to fine-tune the AI with your underwriting standards.
Set visibility and source governance for risks, drivers, narratives, and related company connections.
Your team controls the guardrails
You choose the level of automation: fully AI-driven discovery, guided mapping where GA sets the parameters, or a hybrid of both. The system updates continuously within your rules.
Admin users govern how the model behaves and how entities are classified, shaping risk indices, driver weights, and visibility to reflect GA's underwriting standards.
Evaluation Criteria and Success Rubric
How We Measure Success Together
We will align on a success rubric in Week 1, revisit at midpoint, and build a final readout with examples and findings so the POC leads to a clear decision.
Evaluation Cadence
Week 1
Align on Rubric
Define success criteria, agree on scoring framework
Midpoint
Progress Review
Evaluate against rubric, calibrate, course correct
Day 90
Final Readout
Scorecard with examples, findings, and recommended footprint
Your stated evaluation criteria include usability, relevance and quality, timeliness vs. SLA, underwriting value, and cost-effectiveness. We propose translating these into an agreed scorecard:
Workflow Fit
How well outputs support underwriting and renewal workflows
Insight Quality
Are insights material and decision-relevant?
Evidence Quality
Can every insight be traced to a defensible source?
Timeliness
Does delivery meet agreed service expectations?
Scalability
Can coverage expand without degrading quality?
Final readout: As we approach the conclusion of the 90-day POC, RiskWise and GA will collaborate to form a final readout mapped to the rubric with examples, findings, along with a recommended production footprint and next steps.
POC Delivery Plan
From Start to Go-Live in Days
The 90-day POC validates underwriting and portfolio value for excess and umbrella workflows, and defines the right production footprint if you move forward.
Start Condition
Delivery timing begins once RiskWise receives (1) the finalized list of companies and general risks in scope and (2) GA user access details (SSO/IDP configuration or user roster) plus any required security approvals.
Implementation Approach and Timeline
Delivery Timeline
Setup and Governance
Phase 1
Build and Baseline
5 Days
Go-Live and Evaluation
90-Day POC
Weekly Sessions
Calibration Checkpoints
StartWeek 4Week 8Week 12
Phase 1 · Setup and Governance
Configure access, user roles (Users vs Admins), and any initial mapping guardrails GA wants to apply (optional).
Phase 2 · Build and Baseline Availability
RiskWise configures the profiles, runs initial ingestion and mapping, backfills five years of historical data for each new profile, and publishes the baseline set in-app for GA access.
Phase 3 · Enablement and Go-Live
Conduct onboarding and align the operating cadence for feedback, calibration, and requested additions. The 90-day POC will commence on this date.
Operating Cadence and Support Model
Dedicated Support and Weekly Sessions
A named support team facilitates weekly working sessions on deployment, enablement, and adoption, with fast-turn support between sessions.
Data Science Calibration Early Adopter
Up to five early-adopter checkpoints with our Data Science team to review results, pressure-test assumptions, calibrate model behavior, and translate GA feedback into configuration updates and roadmap priorities.
Profile Delivery Targets and Change Handling
Baseline Availability
The initial set of 12 profiles (10 Company and 2 General Risk) will be delivered in-app within five business days of the Start Condition being met, inclusive of five-year historical backfill.
Additions During the POC
If GA requests additional profiles during the POC, up to 10 profiles will be delivered in-app within five business days of request. Requests exceeding 10 profiles will be scheduled on a mutually agreed timeline based on scope and request volume.
Expedited Requests
For time-sensitive profile additions, RiskWise will make best efforts to deliver within three business days; expedited timing is not guaranteed and may depend on request volume and resourcing.
Definition of Profile Delivery
"Delivered" means the requested profile is visible in-app to authorized GA users, includes a five-year historical backfill, and is included in the relevant indices, Drivers, Narratives, and mapping views.
Roadmap
Self-serve creation of new Company, Industry, and General Risk profiles in-app is planned for a future release (estimated 6 to 12 months) and is not required for POC delivery.
Commercial Proposal
Pricing Structure
RiskWise is an annual subscription priced by two variables: the volume of risk profiles tracked, and any system integrations. Seats are always unlimited.
POC to Production Path
$50K
POC Fee
50% credit
$25K
Applied to Year 1
Net
$125K
Year 1 Remaining
Early Adopter POC
90-Day Proof of Concept
$50,000 total
Full, unfiltered platform access for 90 days.
12 risk profiles (10 company + 2 emerging risk)
Five-year historical backfill per profile
Unlimited user seats for GA
Dedicated enterprise support team
Weekly working sessions
Data Science calibration checkpoints
Additional profiles within 5 business days
50% of POC fee ($25,000) credited toward first-year subscription. Early adopters also gain the ability to influence roadmap priorities and platform configurations based on GA's excess and umbrella workflow needs.
Path to Production
Annual Subscription
$150,000 / year baseline
Early adopter discounts based on scope.
Production subscriptions include access to a substantially broader library of Company, Industry, and General Risk profiles; variable pricing ensures incremental coverage becomes significantly more efficient at scale
Bi-directional integrations scoped and priced separately
Unlimited seats carry forward from POC
Final pricing confirmed during POC based on agreed footprint
During the POC, we will provide projected costs in your preferred format: per-annum subscription price for the intended footprint, plus an itemized add-on schedule for incremental risk topic volume and any integration scope (with per-seat planning numbers only if GA requires that view for internal budgeting).
Data Network Q&A
Your Questions, Answered
Below are direct responses to the data coverage questions your team raised, with supporting detail on each source category.
Legal and Litigation Coverage
Provide a coverage map of states, counties, and court systems covered, if available.
RiskWise's legal data network provides full coverage across all 50 states and federal jurisdictions, including comprehensive access to dockets and filings from over 1,350 state and local court systems and all 94 U.S. District Courts. Furthermore, our litigation data is enriched with specialized Jury Verdicts and Settlements datasets, ensuring a deep-tier view of case outcomes across the county court level.
1,350+
State & Local Courts
94
U.S. District Courts
News and Publications
Are Elsevier Science journals utilized?
Yes. The RiskWise data network includes full access to Elsevier journals spanning 20+ specialized disciplines, including scientific, medical, environmental, and pharmaceutical research.
20+
Elsevier Disciplines
Regulatory and Government Data
In light of recent federal changes with respect to EPA, OSHA, and WHO, what data sets are being used for these agencies?
RiskWise's network provides real-time access to EPA and OSHA administrative law judge (ALJ) dockets, Jury Verdicts and Settlements, and Federal Register updates. We further integrate WHO global guidance via a repository of 1,400+ scientific journals. Our platform is uniquely positioned to track litigation resulting from the Loper Bright and Chevron reversals, ensuring full visibility into which agency rules remain enforceable.
1,400+
Scientific Journals
Optional: Bi-Directional Integration
Loss History
SOV Data
Policy Forms
Ingest
RiskWise
Platform
Export
Your Stack
Existing Systems
Integration pricing is scoped separately. The POC validates data flows and optimizes the path to production.
Proposed Next Steps
Getting Started
Following alignment on the draft response, RiskWise and GA will work jointly to finalize the POC framework and prepare for launch. Recommended next steps include:
1. Review & Refine
Confirm scope, assumptions, data-source responses, and commercial framework
2. Working Sessions
Validate workflows, operating expectations, and implementation details
3. Finalize Parameters
Align on SLA targets, pricing, support cadence, and launch readiness
4. Kick Off the POC
Proceed according to the agreed scope, timeline, and operating model
