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Group Benefits

Win more placements without adding cost to serve

As group benefits splinters into bespoke plan variants, Coherent governs the rating logic behind each one and deploys it live to every broker portal and benefits-admin system. One version-controlled rate, everywhere you quote — in weeks, not months.
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Launch voluntary and supplemental lines without the re-code

New and refiled products reach production through governed, business-led updates.

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Quote the exact rate the underwriter priced

Renewals and enrollment all read from the same rate, so underwriting variance is caught before the quarter closes.

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Give brokers online pricing and eligibility before they submit

Rating logic reaches broker tools on time, no drift. Add distribution instead of exposure.

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Carry quote season at full volume

Every rate change runs against thousands of test cases before it ships, so accuracy holds when broker self-serve drives volume up.

Grow the lineup without the model sprawl

Self-funded shifts and voluntary expansion are pushing carriers toward more plan variants, not fewer — each one another rater to build, test, file and maintain. Coherent keeps every one governed in Excel, so the portfolio grows without cost or risk growing with it.
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Take key-person risk and model risk off the table

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Your best pricing shouldn't live on one laptop

Reorgs, retirements, and departures put business-critical pricing logic at risk. Coherent shows where that logic lives and who it depends on, then governs what stays. Institutional pricing knowledge stays in the business, not in someone's head or an inbox.
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Legible before autonomous

Automated quoting and AI-driven census mapping built on undocumented logic execute errors faster and stall at the model-risk gate. A governed, explainable estate is the precondition. Build deterministic structure first, deploy AI where it helps.

How It Works

Faster products to market, faster pricing to brokers

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API connectivity

Provide real-time access to accurate quotes, renewals, and enrollment statuses​
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Automated regression testing

Instantly run every rate change against your full test suite
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Version control + audit trail

Changes are versioned and logged, so one approved rate flows to every quoting channel
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Business-led updates, no IT queue

Actuaries and product owners push new and refiled products to production themselves
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Estate visibility + risk mitigation

Identify complexity, dependencies, and errors in existing Excel rating models​
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Deterministic, explainable logic

Quoted outputs trace back to their inputs — the foundation required for trusted AI

Built for leading
benefits insurers

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80%
faster product launches
Fast Growing Insurance Services Firm Salesforce
$450K
development cost reduction
Digital Marketing Annuity Tools Case Study Hero
4x
advisor tool delivery

Still have questions?

How does Coherent support Group Benefits carriers?
Coherent helps group benefits carriers see, govern, and deploy the Excel-based rating, eligibility, and pricing logic behind every quote, at scale and without rebuilding it or taking it away from the actuaries who own it. The same filed rate then runs identically in the quoting platform, broker portal, and benefits-admin system, version-controlled and audit-logged. Products reach market in weeks, not quarters; rate changes go live in minutes.

Three capabilities compound in whichever order the business needs them. Coherent Insights inventories the rater estate and shows where logic is duplicated, drifting, or dependent on one person. Coherent Control wraps enterprise-grade version control, review and approval workflows, and a full audit trail around the spreadsheets that stay in Excel. Coherent Spark turns critical rating logic into a governed service that instantly deploys to the API-enabled systems brokers and employers already use.
What is a rater estate?

A rater estate is every workbook whose logic prices, rates, or determines eligibility anywhere in a carrier's business: rate manuals, experience-rating workbooks, eligibility rules, and underwriting factors, in every version that still touches production. These are a carrier's rate models, and no single workbook answers for the book.

The rater model estate grows with every product launch, plan-design variation, and state refile. Over time it accumulates duplicated and drifting logic, undocumented VBA, and pricing knowledge that lives with a few long-tenured actuaries. That is why a carrier often cannot reliably connect what it cannot see, trust, or change with confidence — the connection is only as reliable as the logic behind it.

Is Coherent a rating engine for group benefits?
No. Coherent is not a rating engine that carriers migrate their pricing into. It governs and deploys the rating logic carriers already build in Excel, so existing workbooks become a controlled, version-managed service instead of logic that has to be recoded in another system.

A traditional rating engine asks a carrier to rebuild its actuarial logic and then maintain a second version of the truth forever. Coherent leaves the logic in Excel, where actuaries and underwriters own it, and exposes it deterministically to the quoting platform, broker portal, benefits-admin software, underwriting workbench, and CRM. No rip-and-replace, and no duplicate copy to keep in sync.
How can group benefits carriers launch voluntary and supplemental lines faster?

By governing the rating logic before connecting it. The product breadth that wins more of an account — hospital indemnity, critical illness, accident, dental, vision — is the same breadth that strains the rater model estate, because every new product is another rate manual to build, test, file, and maintain. This is especially true for absence and leave management with variants across states. Carriers that govern that logic first can then activate it at market speed without a recode.

New and refiled rate manuals reach production through business-led updates, with regression testing built into every change so accuracy holds as quote-season volume spikes. The pattern is one product line into production first — a single governed rater, proven — then the same move repeated across adjacent lines.

One A++ rated group benefits carrier put its dental, vision, and group term life rating into the systems its brokers use and reached production 80% faster at half the previous cost, while holding full regulatory compliance.

How does a group benefits carrier get started with Coherent?

A group benefits carrier can start fast with one product line, not a multi-year transformation. The proven pattern is to take a single rater, govern it, connect it, and prove it in production, then repeat the move across adjacent lines. The first line proves the motion; every line after it is faster.

Where to begin depends on the estate. If a reorg or a senior departure makes visibility the priority, carriers start with Coherent Insights to inventory what they own before changing anything. If the estate is well understood and the pressure is getting rates into the broker's platform before the season, they start with automated deployment.

Group selling peaks toward January 1 renewals, with rate and code locking around August, so the carriers that carry that volume cleanly build testing and governance into the change process months earlier rather than bolting it on as the deadline closes.

Turn your rater estate into a distribution advantage

The pricing that wins group benefits placements already lives inside your carrier. Coherent makes sure it reaches every broker platform as reliably as it was built — governed and ready to scale.