From Overnight Runs, to Instant Results
Run complex models at enterprise speed without leaving Excel behind. Coherent modernizes actuarial modeling with cloud-native performance, built-in governance, and seamless integration across your business.

99% Faster Runtimes
reducing thousands of simulations from 8.5 hours to under 2 minutes
35% Fewer
Audit Findings
with built-in version control and full calculation logs
80% Faster
Testing Cycles
freeing actuaries to focus on analysis instead of rework
30M Records Processed in 1 Hour
proving Coherent scales to the largest actuarial datasets
Why Actuarial Modeling Needs a New Path
Actuarial models carry enormous weight inside an insurer. They influence the products that reach the market, the results reported to regulators, and the capital set aside for risk. But the demands on these models keep rising while the tools behind them lag. What should be a strategic strength turns into a slow, inflexible, and costly burden.
Performance bottlenecks slow decisions when complex models take hours or even days to run
Model risk stays high without governance as version control and audit trails are missing.
Disconnected tools create silos and block integration with finance and risk systems.
Modeling Power
Without the Tradeoffs
Coherent replaces black-box systems and manual workarounds with cloud-native performance, enterprise control, and the flexibility of Excel. Actuarial teams can use the skills they already have to start faster, test smarter, and deliver models the business can trust.

Run Complex Models in Minutes

Trust Every Assumption and Version

Connect Actuarial Logic to Key Systems

Keep Building in Excel, Scale with Spark
Clear the Runway
for Faster Modeling
Speed up the models that slow you down without rebuilding them or crossing your fingers at quarter close. Whether you're pricing, reserving, or validating results, Coherent gives actuaries and finance teams a faster way to deliver what matters.

Run Complex Models Faster
Execute high-volume models like cash flow projections, capital charges, and reserve estimates with cloud-native speed. Coherent handles large datasets without file duplication or IT delays. One large insurer used it to process 30 million records in under an hour.

Scale Stochastic Modeling
Run thousands of stochastic scenarios in parallel—without rewriting code or relying on VBA. Coherent externalizes assumptions and orchestrates sub-models automatically, helping you test market shifts, product changes, or capital strategies in real time.

Build and Test Modular Models
Break complex models into smaller parts you can update, test, and reuse without needing to learn a new system. Coherent makes it easy to change assumptions, inputs, or logic without touching the whole model—so updates don’t slow you down or introduce new risk.

Eliminate Manual Reconciliation Work
Turn spreadsheet-driven handoffs into fully governed, automated processes. Coherent lets you run AoC, validation, and reporting workflows straight from Excel. No more copy-paste errors or last-minute fire drills.

Put Excel Logic to Work Anywhere
Use your spreadsheet models in Python, Alteryx, Snowflake, and across your enterprise tech stack. Coherent turns your logic into a fast, reliable API without requiring you to rewrite your actuarial logic.
Run More of Your Insurance Workflows on Spark

Deploy Excel-based illustration logic into client-ready systems with automated calculations and disclosures.

Publish pricing updates directly from Excel to core systems instantly—speeding up filings and product launches.

Govern reserving logic with full version control, auditability, and reuse across lines of business.
Your Key to Flexible, Efficient Modeling
Get started fast with the skills your team already has. Coherent brings control and real-time execution to even your most complex actuarial workflows.