Grounded Underwriting™ — the category we named, because “AI answers” was never the product.
The next generation of
underwriting.
Underwriters spend their day copying numbers out of PDFs. Rytera is the AI copilot that does the reading, the pulling, and the math — then hands your team a decision-ready Rytera Memo™ with every number traced to its source page. The human still decides. The human still signs. The human just got their judgment back.
AI handles the paperwork. Underwriters handle judgment. Every team gets the capacity of a much larger underwriting operation.
Run it on real files first — nothing binds or issues until you say so.
*SLA targets enforced by automated eval gates (evaluations/matrix.py): field extraction ≥85%, faithfulness ≥80%, hallucination ≤5%. We publish the targets we enforce, not unmeasured scores. Every figure on this page still traces to a cited source in the Rytera Memo — for example:
Seamlessly connecting with your core systems, rate filings, and external data oracles.
One Workbench · 12 Sections
All Your Lines, on One Workbench
Commercial, life, health, personal, specialty, admitted & reinsurance, engineering, aviation, crime, catastrophe, niche liability, and surety — plus mortgage and lending desks. Same workbench, same paper trail, same queue, same shared underwriting logic. Pick the carrier or product, drop the file, and underwrite.
Insurance sections · 1–6
01 Life Live Term priced from your filed manual today; permanent and annuity wait on their rate tables. 02 Health Live Individual through disability — medical, critical illness, disability. ACA and state mandates applied. 03 Personal Lines Live Motor, home, travel, marine, fire, cyber — visible coverage, honest pricing, no invented premium. 04 Commercial Lines Live Property & business interruption with COPE scoring, plus D&O, E&O, workers’ comp and package. 05 Specialty Lines Live Crop, livestock, pet, events, title, mortgage guarantee. 06 Admitted, Surplus & Re Live Admitted vs surplus-lines routing, reinsurance treaties and fronting arrangements.Insurance sections · 7–12
07 Engineering & Construction Live Contractors’ all risk, erection, machinery breakdown, delay in start-up, tied to project schedules. 08 Aviation Live Hull, liability and passenger exposure for fixed- and rotary-wing aircraft. 09 Crime: Fidelity & Burglary Live Employee dishonesty and third-party theft covers, with ERISA fidelity where plans apply. 10 Catastrophe Live Flood, earthquake and weather-index covers with honest CAT data and parametric triggers. 11 Excess & Niche Liability Live Umbrella, pollution, K&R, political risk and terrorism routing. 12 Warranty, Surety & Emerging Live Surety bonds, credit life, gadget, micro-insurance, UBI and personal cyber.Controls, Intake, and a Paper Trail You Can Defend
Production Underwriting Needs More Than a Model Score
Who decides, names coming off, how files arrive, how the queue is sorted, and a pack an examiner can read — those are the product. Not extras.
Governance
Human-in-the-loop by design
- Licensed underwriter signs every bind-ready memo
- Authority matrix limits who can sign what size of risk
- Referral queue for files that need a human before bind
- Practice mode blocks policy issue until you cut over
- Overrides are logged like sign-offs — who, what changed, why — and feed the model-quality review queue. They never silently retrain anything.
Privacy
Names come off first
- SSN, tax ID, and DOB stripped before any AI sees the page
- Underwriters still view the full, real submission
- De-identified facts only in model context
Intake
Meet the file where it lives
- Email, cloud folder, secure drop, or local watch folder
- SharePoint, Drive, IVANS — wait until you contract them
- One Connect & pull hub across insurance, mortgage, lending
Operations
The queue, sorted
- Ranked by appetite fit, severity, and premium at risk
- Renewals and large accounts rise before routine traffic
- Not whoever emailed last
Compliance
A sealed exam pack
- Locked zip: every decision, override, and oracle check
- SHA-256 manifest — nothing quietly rewritten
- Reconstructible years later for market-conduct exams
Outside Data
Real claim history — or a flag
- Prior claims, workers-comp, catastrophe when connected
- Missing accounts become a finding, not a green screen
- Never a fabricated clean loss run
Reliability
Jobs that survive a restart
- Work persisted — not held only in memory
- Restart does not silently lose the file you were in
- Queue state survives deploys and failovers
Renewals
Renewal & premium audit
- Pre-renewal tracking and loss feedback loops
- Premium audit hooks for payroll and exposure drift
- Book health between cycles, not only at bind
Portfolio
The book, not only the file
- Concentration by geography, class, and limit
- Top lines of business vs appetite
- Market-cycle context on large accounts
Model Intelligence
AI quality, watched
- Speed, quality, and cost tracked per job
- Quality drop triggers refer — not silent memo churn
- Token spend visible on every language-model step
State Regulatory Engine
Filed rules, not suggestions
- State-filed rate manuals and SERFF schedules loaded directly
- Rate derivation is deterministic — zero synthetic pricing
- Compliance limits, class prohibitions, and statutory rules in code
How it works
From Messy Documents to a Decision You Can Sign
Click each stage to see how Rytera turns a submission into a decision: Sort the queue ranks files by appetite and severity, Check & Price verifies math and rates from your manuals, and You Decide prepares a recommendation ready for licensed sign-off.
Continuous Innovation
What We Ship This Week
Underwriting technology moves fast. We ship weekly refinements to handle the real-world friction underwriters face every day — messy documents, forensic photo checks, and cross-file discrepancies.
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01
Weekly Shipping
Multi-Format Ingestion
Native parsing for complex broker spreadsheets, multi-tab schedules of values (SOVs), Word slips, and scanned loss-run tables with zero data loss.
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02
Weekly Shipping
Cross-Field Math Reconciliation
Automated checks ensure payroll matches headcount, asset values match square footage, and loss-run totals equal detailed claim listings.
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03
Weekly Shipping
Photo & Forensic Analysis
EXIF camera verification and Error Level Analysis (ELA) flag altered inspection photos or stripped metadata before property risk is rated.
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04
Core Engine
Adaptive Appetite Filters
Instant pre-filtering matches incoming submissions against your carrier guidelines, routing out-of-appetite files in seconds.
Why the name
Every file ends in a memo. We put our name on ours.
Underwriters were never short of AI “answers.” They were short of a signed record of where every number came from. So we named the artifact instead of the algorithm: the Rytera Memo™ — a decision-ready file in which every figure cites its page, every rate traces to your filed manual, and nothing binds until a licensed underwriter signs.
When a desk says “send me the memo,” it should mean this one. That is what it takes to become the default word for the thing itself — and why competitors now get measured against a format we defined.
Rytera™ and Rytera Memo™ are trademarks of Rytera. We intend to keep them that way until you make them generic.
Knowledge Reference
The Underwriting & AI Governance Reference
Clear, professional definitions for core insurance, mortgage, lending, and AI governance terminology. Search below or open the full interactive dictionary.
From the desk
They got their judgment back.
Tried on real files in practice shadow mode. Nothing went live until underwriting approved.
I stopped opening shared drives at night. The queue already knew which file needed me. I underwrote. I didn’t hunt. Cycle time on our trucking book dropped from days to hours.
When exam season used to mean assembling packs for days, now I hand them the trail. Every number has a home in the file. Our last market-conduct review walked out in an afternoon.
We proved it on our own book without touching live policies. Trust first. Then we bought. Now we just tell producers to Rytera the renewal — the hours came back. Same team, roughly twice the capacity.
“Predicting rain doesn't count. Building arks does.”
The primary user
Underwriter
Reads the submission, extracts facts, analyzes risk, and signs a standardized memo — without re-keying anything.
High-volume support
Underwriting Assistant
Automates data entry and submission preparation so every file arrives at the underwriter clean and complete.
Quality & consistency
Underwriting Manager
Gets standardized workflows, structured QA review queues, and visibility across every open file.
Productivity & loss ratio
Chief Underwriting Officer
Improves underwriting productivity and decision consistency across lines, regions, and team tenure.
Processing throughput
Operations Leader
Reduces manual processing time and makes cycle time, backlogs, and exception rates visible in one place.
Systems integration
CIO / CTO
Plugs AI into existing underwriting systems and workflows — no rip-and-replace, no new vendor silo.
Safe deployment
Innovation / AI Team
Deploys models into live underwriting with governance guardrails, structured eval, and rollback — not a black-box demo.
The amplification model
Your underwriters don't need replacing. They need superpowers.
Rytera doesn't remove underwriters from the process — it removes the busywork. Every hour an underwriter spends copying numbers from a PDF into a spreadsheet is an hour they're not thinking about risk. We give that hour back.
| Without Rytera | With Rytera | |
|---|---|---|
| Per underwriter | 20 submissions / week | 40 submissions / week |
| Team of 5 | 100 submissions / week | 200 submissions / week |
| Team of 20 | 800 submissions / month | 1,040 submissions / month |
Same team. More capacity. Better decisions. No headcount required to grow.
“Because of this software, my underwriters can handle more business and make better decisions” — that's the sentence we're building toward.
We're not building a feature. We're building an operating system for underwriting judgment.
Submission Intelligence
Documents → structured data → Rytera Memo. Extraction, missing-document detection, risk-factor analysis, memo draft — the foundation.
Underwriting Intelligence
Your portfolio history meets the current submission. Comparable risks, loss patterns, and “accounts like this one typically…” insight.
Underwriter Training
Junior underwriters learn from the system without spending a decade accumulating every pattern. “Here is why experienced underwriters usually ask these questions.”
Institutional Knowledge
When a senior underwriter retires, their judgment doesn't walk out the door. Exceptions, guidelines, loss experience, rationale — captured and available.
See it on your file
Thirty minutes with a real submission.
Bring one messy broker pack. We run it in practice mode — nothing binds until you say so. You still sign. We show you the memo, the math, and the paper trail.
Prefer email? hello@ryterainc.com