Relativity6 is an AI-powered underwriting intelligence platform that turns a company name into a complete risk picture in under two minutes.
What is Relativity6?
Relativity6 aggregates data from dozens of public and licensed sources — business registrations, OSHA records, litigation filings, health inspections, digital presence signals, and more — then synthesizes everything into a single Snapshot: a structured risk report your underwriting team can act on immediately.
Instead of spending 30-45 minutes manually researching a submission, your team gets a comprehensive view in about 90 seconds. Every data point is sourced and citable, so you can verify anything Marvin surfaces.
Key concepts
Snapshots
A Snapshot is a point-in-time risk intelligence report for a single business entity. It includes firmographic data, NAICS classification, ownership structure, regulatory history, litigation exposure, digital risk signals, and Marvin's synthesized risk narrative. Snapshots are immutable once generated — run a new one to get updated data.
Marvin
Marvin is Relativity6's AI copilot. He reads every data source, weighs the signals against your team's Risk Profile, and produces a plain-language synthesis with confidence-scored recommendations. Marvin also watches your monitored book overnight and flags changes — new litigation, OSHA violations, ownership transfers — so nothing slips through.
Risk profiles
A Risk Profile tells Marvin how your team underwrites. It includes the lines you write, industries you avoid, flags you want auto-surfaced, and severity thresholds. Think of it as a configuration file for Marvin's judgment. It's a team-level setting — everyone on your workspace shares the same profile.
Data sources
Every claim in a Snapshot is backed by one or more source providers. Click the source pill on any data point to see exactly where it came from — the provider name, the URL, and when the data was last refreshed. Relativity6 currently aggregates from 14+ providers across firmographic, regulatory, litigation, and digital risk categories.
Tip
Need help reading a Snapshot for the first time? Check the Reading a snapshot guide.
Your first five minutes
Run a search — Click + New search in the sidebar. Enter a company name and state. Marvin starts building your Snapshot.
Review the Snapshot — Scan the cards top-to-bottom: firmographics, risk flags, regulatory history, digital presence, and Marvin's synthesis.
Check sources — On any card, click View Details and toggle Show sources to see every provider and URL behind the data.
Leave feedback — If something looks wrong, use the ⋯ menu on any card to flag it. The data team reviews same-day.
Make a decision — When you're ready, use the Bind decision panel to record your outcome and attach notes.
What's next
Ready to dive deeper? Read Quickstart for a step-by-step walkthrough, or explore How snapshots work to understand the data pipeline.
Getting Started
Quickstart
You already know the problem. A submission lands, and you're copy-pasting across six systems for the next 45 minutes — hoping you don't miss the one thing that matters. Relativity6 collapses that into 90 seconds.
The underwriting bottleneck
Every commercial underwriter lives in the same loop: a broker sends a submission, and the clock starts. You need a complete risk picture — entity verification, OSHA history, litigation exposure, ownership structure, digital presence — and you need it before the broker places it elsewhere.
Today that means toggling between your AMS, LexisNexis, D&B, state licensing portals, Google, court records, and whatever else your line demands. Six or more systems, no shared context, no audit trail connecting them. The research is manual, the format is inconsistent, and the fear of missing a material fact never goes away.
The real cost
Missed material facts aren't just bad underwriting — they're career-ending. Regulatory exposure for a discoverable-but-undiscovered adverse event is the single highest-severity risk underwriters face.
What Relativity6 does differently
Relativity6 replaces the multi-system hunt with a single input: company name and state. From there, Marvin — our AI underwriting copilot — pulls from 14+ data providers simultaneously, resolves the entity, cross-references the signals, and delivers a structured Snapshot with every claim sourced and citable.
⚡
90-second Snapshots
What used to take 30–45 minutes of manual research is now a single search. Firmographics, NAICS, ownership, regulatory history, litigation, digital signals — assembled and synthesized automatically.
🔗
Every claim cited
No black boxes. Every data point links back to its source provider and URL. Click any source pill to verify exactly what Marvin found and when it was last refreshed.
🎯
Your appetite, your rules
Risk Profiles teach Marvin how your team underwrites — which lines you write, industries you avoid, flags you want surfaced. The AI scores against your criteria, not a generic model.
📋
Audit-ready by default
Every Snapshot is immutable and timestamped. Export a PDF that documents the data, the sources, and the decision — a defensible file that survives scrutiny.
Built for how underwriters actually work
Whether you're a high-volume desk writing small-business BOPs or a specialty underwriter digging into complex risks, the workflow is the same: search, review, decide. Relativity6 adapts to your segment:
You're optimizing for…
Relativity6 gives you…
Speed — high-volume, small-premium
Zero-question Snapshots that let you quote in minutes, not hours. Move through your queue without sacrificing diligence.
Defensibility — specialty / complex risks
Core+ enrichment with OSHA, adverse media, and digital health signals. Every finding cited for audit trail.
Consistency — growing team / MGA
Standardized risk memos across your entire desk. New hires produce the same quality output as your ten-year veterans.
Try it now
The fastest way to understand Relativity6 is to run a Snapshot yourself. Our Workbench demo is preloaded with sample data so you can explore the full experience — search, review a Snapshot, examine sources, and see how Marvin synthesizes risk signals into actionable intelligence.
Search — Enter a company name and state. Marvin resolves the entity and begins pulling from all connected data providers. Results arrive in about 90 seconds.
Review — Scan the Snapshot top-to-bottom: firmographics, risk flags, regulatory history, digital presence, and Marvin's plain-language synthesis. Every data point has a source pill you can click to verify.
Decide — You have the complete picture. Quote, decline, or refer up — with a citable, exportable file backing your decision.
What's next
Ready to configure Marvin for your team's appetite? See Risk Profiles. Want to understand the data pipeline? Read How Snapshots work.
Getting Started
Pricing
Pricing is a conversation. We tailor our plans to your organization's specific needs, ensuring you get the right signal depth and features for your underwriting team.
How pricing works
Our pricing is built on two independent levers that scale with how your team actually grows:
Seats
How wide
Price scales linearly with team size. Add underwriters as you grow — no volume negotiations.
Signal depth
How deep
Core includes 6 baseline signal packs. Core+ adds 7 premium packs for complex risks. Enterprise adds custom feeds.
Why we don't meter Snapshots
Per-Snapshot pricing punishes the Zero-Question promise. The faster Marvin gets, the more Snapshots your team runs — we want to encourage that, not tax it. Unlimited Snapshots on every tier.
Plans
Core
Custom pricing
The instrument every commercial underwriter gets on day one. Verification, Zero-Question Snapshot, and defensibility audit.
Zero-Question Snapshot — verified entity + 6 baseline signal packs
Defensibility audit with cited sources
1 custom risk profile per seat
PDF export with annotations
Marvin CoPilot — Zero-Question chat
Renewal reminders on saved entities
Premium signal packs (OSHA depth, litigation, adverse media)
What you can expect when your team is up and running:
<90s
Time to Snapshot
14+
Data providers
∞
Snapshots / month
1 deal
Core+ pays for itself
Frequently asked questions
Can I switch between plans?
Yes. You can upgrade from Core to Core+ at any time — your billing is prorated for the remainder of the current period. Downgrades take effect at the next billing cycle. Enterprise contracts are custom and handled through your account manager.
Are there per-Snapshot or per-API-call charges?
No. Every plan includes unlimited Snapshots and API calls. We charge for seat count and signal-pack depth, not usage volume. The faster your team works, the more value you extract — with no metering penalty.
What happens when a Core user hits a premium signal?
Core users see every Core+ data row inside their Snapshot — but the premium rows appear locked with a blurred preview and an inline "Unlock with Core+" prompt. You always know what deeper signals are available for a given entity.
Is there a free trial?
We offer a 14-day trial on Core with full access to baseline signal packs. Core+ trial access is available for qualified teams — contact sales for details. Enterprise always starts with a scoping call.
What's included in the Sandbox environment?
The Sandbox mirrors production behavior but returns synthetic data. It's available on all plans at no additional cost. Use it for development, integration testing, and training new team members without consuming production tokens.
Do you offer volume discounts?
Core and Core+ prices are published and consistent. For teams larger than 25 seats, Enterprise pricing includes seat-band discounts negotiated based on commitment level and contract term.
Learn how Relativity6 builds a Snapshot — from entity resolution through data aggregation to Marvin's synthesis.
The Generation Process
When you request a snapshot (e.g., for "Thirty-One Jane LLC"), our system kicks off a series of concurrent processes:
Entity Resolution: We resolve the input against our internal graph and public registries to confirm the exact legal entity.
Data Aggregation: We pull live data from Secretary of State filings, real estate databases, footprint analysis, and digital presence APIs.
Marvin Synthesis: Marvin, our proprietary AI, reads the raw data, resolves conflicting information (like mismatched DBAs), and writes the cohesive "Company Facts" prose you see at the top of the report.
Risk Scoring: Data is passed through your configured Risk Profile to highlight red flags.
Caching & Freshness
By default, Snapshots are cached for 30 days to save you credits. If you need absolute real-time data, you can pass the force_refresh=true flag in your API call or click the refresh icon in the Workbench.
Snapshots
Understanding your report
A card-by-card walkthrough of everything in a Snapshot report.
1. Company Facts
The top section contains human-readable prose synthesized by Marvin. It provides a quick summary of what the business does, its history, and its physical footprint.
2. Risk Hero
A visual gradient that indicates the overall risk level of the entity based on your specific risk configuration. Green indicates low risk, while red indicates critical flags.
3. Intelligence Chips
Below the summary, you'll find interactive chips (e.g., Company registration, Property verification). Clicking these opens a drawer with the raw source data and confidence scores.
4. Core+ Modules
Locked chips with a star (★ Core+) represent premium data sources like Adverse Media or OSHA records. You can unlock these on-demand.
Snapshots
Data sources
A complete list of the 14+ data providers Relativity6 aggregates, what each covers, and how often data refreshes.
Government Registries: Direct integrations with all 50 US Secretary of State databases for active/inactive status and true legal names.
Digital Footprint: Web scraping, review aggregation (Yelp, Google), and social media presence mapping.
Property & Footprint: Satellite imagery APIs and municipal parcel data for property verification.
Compliance: Federal and state agency databases including OSHA, EPA, and labor boards.
Privacy First
We strictly adhere to data privacy regulations and only source publicly available or licensed B2B intelligence.
Marvin AI
What is Marvin
Meet Marvin — your AI underwriting copilot that reads every data source and synthesizes risk narratives.
Marvin is the intelligence layer of Relativity6. Unlike traditional data providers that return raw JSON blobs filled with null values, Marvin acts as an autonomous research assistant.
Think of Marvin as an incredibly fast junior analyst. When given a company name, Marvin doesn't just query a database; it actively searches the web, reads the company's "About Us" page, cross-references it with state registries, and writes a cohesive summary.
Marvin AI
How Marvin works
Under the hood: how Marvin processes data, applies your risk profile, and produces confidence-scored recommendations.
The Agent Architecture
The Researcher: Browses the live web and scrapes relevant text.
The Verifier: Cross-checks the scraped text against trusted databases (like state registries) to assign a Confidence Score.
The Synthesizer: Writes the final, human-readable prose that appears in your Snapshot.
You can interact directly with Marvin in the Workbench by opening a notebook and asking questions like "Did this company ever operate under a different name?"
Risk Profiles
Risk profiles overview
How risk profiles shape Marvin's analysis and what each configuration option controls.
Not all businesses view risk the same way. A tech startup has a different risk appetite than a commercial property insurer. Risk Profiles allow you to define exactly what constitutes a "red flag".
By default, Relativity6 provides an "Out of the box" profile, but you can create unlimited custom profiles to match your underwriting guidelines.
Risk Profiles
Configuration options
Reference for every setting available in the risk profile editor.
Available Signal Adjustments:
Registration Status: Flag companies that are inactive or have lapsed in the last 12 months.
NAICS Mismatch: Flag when the self-reported industry code drastically differs from Marvin's classified industry.
Adverse Media (Core+): Flag negative news mentions involving fraud, litigation, or leadership changes.
Web Presence: Flag companies with no active website or empty domains.
Admin & Management
Team management
Invite teammates, manage roles, and configure seat allocation for your workspace.
Relativity6 supports Role-Based Access Control (RBAC) to ensure your data stays secure.
Admin: Full access to billing, API keys, and team invites.
Manager: Can create and edit Risk Profiles and view team usage.
Analyst: Can generate Snapshots and chat with Marvin, but cannot change global settings.
Admin & Management
Usage & billing
Track token consumption, snapshot counts, and manage your subscription plan.
Navigate to Settings > Billing to view your current usage. The dashboard provides a visual breakdown of your Credit consumption over the current billing cycle.
You can set up alerts to notify you when your team has consumed 80%, 90%, and 100% of your monthly allotment.
Admin & Management
API keys
Generate, rotate, and manage API keys for programmatic access to Relativity6.
Relativity6 provides two environments: Sandbox and Production.
To generate an API key:
Go to Settings > Developers.
Click Generate New Key.
Give your key a descriptive name.
Store the secret key securely. It will not be shown again.
All API requests must include the key in the header: Authorization: Bearer YOUR_KEY.
Resources
Frequently asked questions
Answers to the most common questions about Relativity6, Marvin, and your workspace.
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Resources
Privacy & Security
How Relativity6 handles data privacy, SOC 2 compliance, and security practices.
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Resources
System Status
Current platform status, uptime history, and incident reports.
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Resources
Changelog
What's new in Relativity6 — feature releases, data source additions, and platform updates.
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Getting Started
Your first snapshot
A hands-on walkthrough: from company search to bind decision in under five minutes.
1
Run a search
Use the global search bar in the top navigation to find the company you want to underwrite. Marvin will cross-reference state registries in real time.
Tupelo Honey Hospitality
2
Review the Risk Hero
Once the Snapshot completes, look at the Risk Hero card. It provides a synthesized verdict (Low, Medium, High) based on your team's custom Risk Profile.
Risk level
Medium
Confidence
89%
3
Verify before bind
Marvin will compile a specific checklist of items you need to manually verify before binding the policy. Click the circles to mark them complete.
Look up the NLRB case status.
Case 10-CA-170109 is on file but the outcome wasn't in the synthesis. Go to nlrb.gov, search the case number, and check the status page.
Risk Profiles · How-to
Set up your risk profile for an automotive broker
Configure Marvin to underwrite like your team does — focused on auto dealers, repair shops, and fleet operations.
Prerequisites
You need Editor or Admin role on your workspace. Risk profiles are team-level settings — changes apply to everyone's snapshots.
Step 1: Define the lines you write
Open Settings → Risk Profile → Lines you write. For an automotive broker, you'll typically select:
Garage liability — covers auto dealers, repair shops, service stations
Commercial auto — fleet operations, delivery vehicles, dealer plates
Garagekeepers legal liability — customer vehicles in your care, custody, control
Property — dealership buildings, parts inventory, specialized equipment
Marvin uses these selections to weight risk signals. A DUI conviction on an owner matters more when you're writing garage liability than general property.
Step 2: Set industry preferences
Under Industries to avoid, add any you don't want to see in your queue:
Lemon law litigation (active) — indicates potential customer dispute patterns
Important
Auto-surface flags are always shown — even if the overall Snapshot would otherwise score green. These are the signals your team never wants to miss.
Step 4: Set severity behavior
Standard — Marvin scores normally and recommends based on your line thresholds
Surcharge on pattern — if 2+ flags appear in the same category, Marvin automatically bumps severity one tier
Refer at material — any flag scored "material" or above triggers an automatic referral recommendation
For most automotive brokers, Surcharge on pattern is the right default.
Step 5: Verify and save
Before saving, run a test Snapshot against a known account in your book. Compare Marvin's output to your team's last manual review of the same account.
Configure your risk profile for hotels, restaurants, bars, and event venues.
Hospitality businesses (restaurants, hotels, event venues) have unique exposures compared to standard retail. Setting up your risk profile correctly ensures Marvin flags the right signals.
Lines you write
General Liability: The core coverage. Focus heavily on premises liability, slip-and-falls, and crowd control.
Liquor Liability: A massive exposure if they serve alcohol. Look for liquor license violations.
Property: Kitchen fires, water damage from guest rooms.
Signals to auto-surface
Health Department Violations: A critical leading indicator of operational sloppiness.
Liquor License Suspensions: Direct threat to revenue and massive liability exposure.
Labor Disputes: Hospitality often faces wage-and-hour or discrimination claims.
Risk Profiles · How-to
Set up for retail
Configure your risk profile for retail stores, e-commerce, and consumer goods businesses.
Retail operations vary wildly from small boutiques to massive big-box chains, but the core underwriting principles remain consistent.
Focus Areas
Premises Liability: Slip-and-fall is the most common claim. Marvin will scan reviews for mentions of unsafe conditions.
Product Liability: Do they manufacture or just distribute? Are they importing goods directly from overseas?
Crime & Security: Look for crime scores and mentions of theft or inadequate security.
Marvin Tip
Tell Marvin to prioritize reading Google Reviews for mentions of "security", "dark parking lot", or "unsafe" when assessing retail risks.
Snapshots · How-to
Reading a snapshot
A card-by-card guide to understanding what's in your Snapshot and how to act on it.
1
The Snapshot Header
The header shows you the company name, website, NAICS code, and Marvin's confidence rating. You can also export to PDF or share a link here.
This section outlines immutable data about the business. It contains simple chips you can hover over to see exactly which sources contributed to that fact.
Est. 2000Private26 locations
3
Top Findings
Marvin extracts the most critical signals—both positive and negative. Click the View Sources toggle to see exactly where each insight was pulled from.
Snapshots · How-to
Flagging bad data
How to report incorrect data points, stale information, or broken source links.
Our data is incredibly accurate, but no system is perfect. When you spot an issue, flagging it directly in the Workbench routes it to our Data Engineering team.
How to flag an issue
Hover over any data point (a fact, a finding, or a source).
Click the small flag icon that appears on the right side.
Select the reason (e.g., "Stale information", "Incorrect entity", "Broken link").
(Optional) Add a brief note explaining why you believe it's incorrect.
Response Time
Flagged data issues are typically investigated by our data team within 24 hours. The model is then retrained to prevent similar errors.
Snapshots · How-to
Exporting PDF reports
Generate branded PDF exports of your Snapshots for carrier submissions and compliance files.
Need to share a Snapshot with an underwriter or a broker who doesn't have a Relativity6 account? You can generate a clean, white-labeled PDF report in one click.
Exporting options
Click the Export button at the top right of the Snapshot. You can choose:
Full Report: Includes everything, including the complete timeline and all sources. (Usually 4-6 pages).
Summary Only: Just the Company Facts, Risk Hero, and Top Findings. (Usually 1 page).
Custom: Select exactly which sections to include.
Marvin · How-to
Using Marvin for triage
Let Marvin pre-screen your submission queue and surface the accounts that need human attention.
Marvin is your AI CoPilot, living right inside the Snapshot. You can chat with Marvin to ask specific questions about the data.
Marvin
I noticed a health department violation from 2022. I dug into the source document and found it was for improper temperature storage. However, they scored a 98/A on their follow-up inspection 30 days later. This appears to be an isolated incident rather than a systemic issue.
When to use Triage
Use Marvin to summarize long lists of reviews, extract specific dates from OSHA violations, or compare the company's risk profile against your specific underwriting guidelines.
Marvin · How-to
Custom prompts
Write custom instructions for Marvin to tailor his analysis to your specific workflow.
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Integrations · How-to
Connecting to your AMS
Integrate Relativity6 with your Agency Management System for automated submission intake.
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API Reference
Introduction
The Relativity6 API lets you programmatically search for businesses, generate Snapshots, and manage risk profiles from your own platform.
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API Reference
Authentication
Every API request requires a Bearer token. This page covers how to get your key, authenticate requests, and handle token errors.
Getting your API key
Navigate to Settings → API keys in the Workbench. Click Generate new key and give it a descriptive name. Your key will be shown once — copy it immediately and store it in your secrets manager.
Security
API keys carry the same permissions as the user who created them. Never commit keys to version control or embed them in client-side code.
Bearer token format
Include your API key in the Authorization header of every request. Keys are prefixed with r6_live_ for production and r6_test_ for sandbox environments.
Error responses
Authentication errors return standard HTTP status codes:
Status
Meaning
What to do
401
Missing or invalid API key
Check the Authorization header format
403
Insufficient permissions
Generate a new key with write access
429
Rate limit exceeded
Retry after Retry-After header value
Environments
Environment
Base URL
Key prefix
Production
https://api.relativity6.ai/v1
r6_live_
Sandbox
https://sandbox.relativity6.ai/v1
r6_test_
Sandbox mirrors production behavior but returns synthetic data. Use it for development and integration testing without consuming tokens.
Look up a business entity by name and state, then automatically initiate Snapshot generation with Marvin's full data enrichment pipeline.
POST/v1/search
Authorizations
Authorizationstringheaderrequired
Bearer authentication header of the form Bearer <token>, where <token> is your auth token.
Body
application/json
Parameter
Type
Description
company_namerequired
string
Legal or DBA name of the business to search for. Marvin performs entity resolution, so partial matches and common abbreviations are handled.
staterequired
string
Two-letter US state code (e.g. "CO", "NY"). Used for entity disambiguation and state-specific regulatory lookups.
addressoptional
string
Street address of the primary business location. Improves entity resolution accuracy for common business names.
naics_codeoptional
string
6-digit NAICS code. If provided, Marvin skips classification inference and uses this code for industry-specific data pulls.
risk_profile_idoptional
string
ID of a custom Risk Profile to apply. Defaults to the team's active profile. Controls which flags Marvin surfaces and how severity is scored.
webhook_urloptional
string
URL to receive a snapshot.completed event when the Snapshot finishes processing. Must be HTTPS.
Response
Returns a Snapshot object in processing status. Typical completion time is 60–90 seconds. Poll GET /v1/snapshot/{id} or use a webhook to receive the completed result.
Field
Type
Description
id
string
Unique Snapshot identifier, prefixed with snap_.
status
string
One of processing, completed, or failed.
company_name
string
Resolved legal entity name after Marvin's entity resolution.
state
string
Two-letter state code as submitted.
created_at
string
ISO 8601 timestamp of when the Snapshot was initiated.
estimated_completion
integer
Estimated seconds until the Snapshot is ready.
Error codes
Status
Code
Description
400
invalid_request
Missing company_name or state, or invalid state code.
401
unauthorized
Missing or invalid API key.
429
rate_limited
Too many requests. Retry after the Retry-After header value.