AIPX3 Academy

The talent pipeline for AI-literate reserve work.

The actuarial profession is aging into a world it was not trained for. Social inflation moves on court dockets, not development triangles. The Academy trains the people who will run continuous reserve validation.

Why It Exists

You can license a platform. You still need people who can drive it.

The Academy trains actuaries, analysts, and audit professionals in the data feeds, the provenance discipline, and the judgment to act on an early warning. Credentialed cohorts feed AIPX3's own managed-services bench and our clients' teams.

Graduates do not just understand the platform; they understand why a verdict index moves an IBNR load and what to do about it before the quarter closes.

Curriculum tracks

  • Continuous reserving methods: chain ladder and Bornhuetter-Ferguson under live data
  • Social inflation analytics: verdict indices, docket signals, IBNR loading
  • Provenance and audit readiness: lineage, frozen snapshots, replay
  • Governance integration: IRIS, RBC, economic capital, SOX/ICFR
Curriculum

Four tracks. One discipline: act before the quarter closes.

Every track is taught on the live platform with real development triangles, live feeds, and frozen-snapshot replay. Graduates leave able to run continuous reserve validation, not just describe it.

TRACK 01

Continuous reserving methods

Chain ladder and Bornhuetter-Ferguson under live data, not a once-a-year batch.

  • Development-factor selection when the tail is moving
  • From annual review to a monitored, continuous cadence
  • Reading deficiency and redundancy in both directions
  • When the economic assumptions under a triangle expire
TRACK 02

Social-inflation analytics

The part the profession was never trained for: severity that moves on court dockets.

  • Verdict indices and docket signals as reserve inputs
  • IBNR loading by line and by jurisdiction
  • The economic-versus-social gap, scored
  • Why one verdict index moves GL, commercial auto, and umbrella together
TRACK 03

Provenance & audit readiness

The discipline that lets a number survive a rating review.

  • Source-to-cell lineage on every figure
  • Frozen snapshots and feed-freeze for audit
  • Replay: reproducing a prior period exactly
  • Building the file an appointed actuary can stand behind
TRACK 04

Governance integration

Turning an early-warning signal into a board-ready action.

  • NAIC IRIS, RBC, and the economic-capital view
  • SOX / ICFR control mapping for reserve estimation
  • Escalation paths when a signal crosses a threshold
  • Translating the engine's output for the board and the regulator
Cohorts

Who trains, and what they leave with.

Credentialed cohorts run on a quarterly schedule, hands-on with the live platform. The bench they build is the one that keeps validation running long after go-live.

// WHO

The people who carry the number

Actuaries and reserving analysts, internal audit and controls staff, and the underwriting-data teams inside MGAs and carriers who feed the engine.

// FORMAT

On the live platform, not slideware

Cohort-based, credentialed, and taught against real triangles and feeds. Trainees run the same screens an analyst uses in production, with frozen snapshots for repeatable exercises.

// THE BENCH

Talent that feeds two teams

Graduates staff AIPX3's own managed-services bench and our clients' reserving teams. The same credential that runs our consulting engagements can run yours.

Build the bench before you need it.

Ask about cohort schedules and credentialing for your actuarial and audit teams.

Request a Reserve Briefing