Win more placements without adding cost to serve
Launch voluntary and supplemental lines without the re-code
New and refiled products reach production through governed, business-led updates.
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.
Give brokers online pricing and eligibility before they submit
Rating logic reaches broker tools on time, no drift. Add distribution instead of exposure.
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
Take key-person risk and model risk off the table
Your best pricing shouldn't live on one laptop
Legible before autonomous
How It Works
Faster products to market, faster pricing to brokers
API connectivity
Automated regression testing
Version control + audit trail
Business-led updates, no IT queue
Estate visibility + risk mitigation
Deterministic, explainable logic
Built for leading
benefits insurers
Still have questions?
How does Coherent support Group Benefits carriers? + ×
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? + ×
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.