Private alpha · actuarial work without the waiting
More iterations. Better decisions.
Aktua turns messy insurance data into governed models you can run, question, refine, and rerun. From a changed assumption to a tested result: minutes, not hours.
AI-assisted
Make difficult data workable
Minutes, not hours
From change to tested result
Governed
Every change stays traceable
Scenario comparison
Complete
Portfolio result
Scenario 07 → 08
Capital view
Prior
Current
Inputs pinned and verified
4 publications · immutable hashes · reproducible seed
just now
Rerun completeScenario 08 ready to compare
AI briefing readyCalculated facts separated
AI-ASSISTED DATA
MINUTES, NOT HOURS
GOVERNED DECISIONS
The Aktua suite
One workspace.
One workspace.
More chances to get it right.
Prepare data, develop assumptions, run scenarios, and explain the result without losing context between tools. Every iteration carries its evidence forward.
01
Governed data
Aktua Data
Turn messy carrier files into validated, traceable, model-ready claims and policy data.
- Schema-aware ingestion
- AI-assisted mapping
- Versioned data publications
02
Reserving
Reserba
Build triangles, compare methods, select development, and approve indications.
- Paid and incurred views
- Method comparison
- Controlled selections
03
Calibration
Kalibra
Fit and approve frequency, severity, trend, and related model assumptions.
- Fit diagnostics
- Scenario comparison
- Approved assumption sets
04
Economic capital
Simulat
Compose assumptions, dependence, catastrophe, assets, and protection into financial outcomes.
- Monte Carlo simulation
- Correlation and reinsurance
- Flexible reporting
One connected loop
Run. Learn. Refine. Repeat.
Each cycle starts with workable data and ends with a better next question.
Make it workable
reviewed data
Understand the data
Use AI to profile, map, validate, and surface ambiguity for review.
Set the basis
approved basis
Choose assumptions
Select development, fit models, and approve what the next run will use.
Test the question
tested scenario
Run at production scale
Apply dependence, catastrophe, assets, and protection without shrinking the problem.
Learn and improve
next iteration
Compare, explain, rerun
Find the drivers, change the inputs, and answer the next question immediately.
Speed changes the workflow
Minutes, not hours.
From a changed assumption to a tested result, Aktua compresses the analytical loop into minutes. That means more scenarios, more questions, and more chances to improve the decision before the work leaves your desk.
Streaming artifacts, bounded working sets, and a high-performance engine let you change assumptions and rerun without turning every new question into a new project. It is built for realistic portfolios with catastrophe, dependence, and reinsurance; the outputs remain deterministic and reviewable.
Review the benchmark methodology
Representative production benchmark
Heavy CAT · correlation · reinsurance
Verified workflow
Gross simulation
parallel
Correlation
bounded
Reinsurance
priority-aware
Reporting
queryable
↳
The point is not one fast run. It is the next run—and the one after that—without losing correctness or lineage.
Reinsurance that keeps up
Model the most common contracts. Evaluate alternatives fast.
Build programs from proportional, per-risk, catastrophe, and aggregate protection. Change attachments, limits, placement, reinstatements, scope, or contract priority—then rerun and compare the retained economics in minutes.
Gross and net results, ceded premium, recoveries, and tail metrics stay connected to the exact program that produced them, so every alternative is ready to explain.
Test a reinsurance workflow
Program workspace
Three structures, ready to compare
Minutes, not hours
Current program
Quota Share + Excess of Loss
Baseline
approved basis
priority set
Alternative 01
Excess of Loss + Cat XOL
Ready
new attachment
2 reinstatements
Alternative 02
Surplus Share + Cat Aggregate XOL
Ready
revised placement
aggregate cover
Attachments
Limits
Placement
Reinstatements
Inuring order
Map this source file to the portfolio schema and flag anything ambiguous.
Source profile
Locally inspected
Source tables14
Fields profiled186
Mapped171
Needs review15
Interpretation
Most fields map confidently. Fifteen need review because the source labels or values support more than one interpretation…
Proposed mappings require confirmation
AI for the difficult first mile
01
02
03
AI helps with the mess. You keep control.
Aktua uses AI to profile unfamiliar files, propose mappings, surface ambiguity, and explain model results. Every transformation stays reviewable.
AI-assisted mapping
Source fields are profiled and matched to governed schemas.
Visible evidence
Ambiguous mappings and proposed transformations are shown for review.
Human confirmation
Reruns and model-changing actions stop for explicit approval.
Each run teaches you something
Compare, learn, and ask again.
Put scenarios side by side, identify what moved the result, and trace every number back to the data, assumptions, and run that produced it.
ExecutivePortfolioReinsurance
Portfolio capital reportRisk view by segment
Export ↗
42%Property
Property 42%
Casualty 31%
Specialty 27%
SegmentMean lossVaR 99.5
Property$854m$2.18b
Casualty$621m$1.56b
Specialty$477m$1.14b
Governance is product behavior
Designed to earn review.
Controls are built into the way work moves—not added as a report after the decision.
Local-first execution
Core model data and simulation run on the user’s machine by default.
Versioned publications
Data, assumptions, and decisions cross product boundaries with identity and hash.
Reproducible runs
Settings, seeds, manifests, and fingerprints support repeatable investigation.
Explicit approval
Material publications and AI-proposed execution remain human decisions.
Private alpha
Bring us the question you
Bring us the question you
wish you could rerun today.
We are working with a small number of insurance teams to turn serious actuarial work into a faster, iterative, governed workflow.
Start a working session Founder-led demos · No source access required · Confidential by default