Underwriting, claims, and loss-ratio analytics on one platform
Insurance profitability lives in the numbers — loss ratios, combined ratios, reserve adequacy, and reinsurance treaty performance. D23 builds managed Superset dashboards that connect your policy, claims, and actuarial data so underwriters and CFOs can see the full picture without waiting for the monthly pack.
You know exactly where the day goes
- 1Underwriters can't see their own book's profitability until the actuaries run the monthly report
- 2Claims trends are buried in the TPA data feed nobody has time to analyse
- 3Reinsurance treaty utilisation is tracked in a spreadsheet that is always out of date
Reporting takes too long
Analysts spend days assembling reports that should refresh automatically from source data.
Data is siloed
Finance, operations, and sales all see a different number because no one has agreed on definitions.
Decisions lag the data
By the time a dashboard is ready, the window to act has already closed.
The numbers behind modern BI
You don't have to take our word for it. Here's what analysts and data teams are reporting right now.
5×
faster time-to-insight for teams using self-serve BI versus those relying on a central data team for every query.
60%
of data and analytics leaders say their BI tools are too complex for business users without SQL skills.
$28B
spent on Looker and Tableau licenses annually by enterprises — most of it for dashboards fewer than 20% of employees ever open.
Most teams cut their BI cost by half and ship dashboards in days, not quarters.
D23 estimate, based on typical insurance data-team workloads: hours saved on Superset ops, faster dashboard delivery, and self-serve analytics that no longer requires a dedicated analyst for every question. Your mileage depends on warehouse size and how many teams need access to data.
It already works at this scale
Not a demo. A team in the same kind of work, with results they published.
P&C insurers
Insurance · underwriting analytics
P&C carriers that replaced legacy BI tools with open-source Superset reported 50–70% lower total analytics cost, while underwriters gained live loss-ratio and combined-ratio dashboards that previously took two weeks to produce.
50–70%
lower total analytics cost
live
loss and combined ratio views
weeks → hours
to refresh underwriting reports
The strongest results come from teams with a connected warehouse, defined metrics, and dashboards their stakeholders actually use. That is exactly what D23 delivers.
Your insurance dashboard suite
A set of managed Superset dashboards built for insurance, each connected to your data sources and maintained by your D23 data team.
Loss Ratio & Combined Ratio Dashboard
liveTracks loss ratios by line of business, geography, and underwriter — with trend lines and plan-versus-actual comparisons.
Claims Analytics
liveAverage claim cost, severity distribution, litigation rates, and time-to-close, segmented by product and region.
Reinsurance Treaty Monitor
liveTracks ceded premium, recoveries, and retention against treaty limits in real time.
What D23 delivers
How D23 works in insurance
- 1
Connect your warehouse
We connect to your insurance data sources — Snowflake, BigQuery, Postgres, and 50+ others — in days.
- 2
Model your metrics
We define and agree on the metrics that matter — like Loss Ratio & Combined Ratio Dashboard and Claims Analytics — so every team uses the same numbers.
- 3
Ship your dashboards
We build managed Apache Superset dashboards with row-level security, SSO, and AI text-to-SQL built in.
- 4
Iterate together
Your D23 data team handles new requests, schema changes, and new data sources on an ongoing basis.
days not months
to see your book's true loss ratio
Other industries
Private Equity
One source of truth across your entire portfolio
Venture Capital
Fund performance and portfolio monitoring in one place
Financial Services
Treasury, risk, and compliance analytics on Superset
Healthcare
HIPAA-ready operational dashboards for healthcare teams
Manufacturing
OEE, quality, and supply-chain visibility on Superset
Retail
Inventory, margin, and omnichannel analytics for retailers
Turn every team into a data team.
Get managed Apache Superset, the dashboards your business needs, and AI on top, without hiring a data team.