Insurance investment ops AI for Schedule BA

Insurance investment ops, upstream of your accounting stack

Life, P&C, and annuity carriers with alternative portfolios. From manager statements to Schedule BA — automated K-1, capital account, and distribution ingestion reconciled into statutory workpapers across the alternatives book, upstream of Clearwater and ready for close, traceable to source. Every output is traceable to its source. Your team reviews and signs off before anything ships.

10 days
From scoped pilot to first statutory-ready workpaper
Schedule D + BA
Auto-populated from primary source documents
Upstream of Clearwater
Feeds your existing accounting stack, doesn’t replace it
Dev Patel, Director of Investment Accounting
Workforce persona
Dev Patel
Director of Investment Accounting

The Aktus insurance workforce runs alongside operators like Dev. It ingests the manager statements and stages the Schedule BA workpapers, cited to source. Dev keeps the judgment, the auditor relationship, and the final sign-off on the statutory close.

28,471Aktus agents spun up to date
/ 01
Who we serve

Built for teams too big for spreadsheets, too small for Aladdin.

Aktus deploys inside the firms whose investment operations sit at the messy intersection of statutory reporting, alts oversight, and external-manager document flow, where the wedge isn’t a new accounting platform, it’s the upstream document layer that feeds your existing one.

Boutique Insurance AMs

Credit specialists under $5B

Independent firms running CLOs, private credit, structured credit, preferreds, CMLs, and convertibles for insurance company clients. Founder-led, ops-lean.

  • CLO & structured credit document ingestion
  • Insurance managed-account reporting
  • Quarterly statutory packaging for clients
In-house Investment Teams

$1–5B insurer investment ops

Hybrid-model insurers: outsourced fixed income manager plus in-house alts and Schedule BA oversight. 5–15 person finance and investment ops teams.

  • Manager statement reconciliation
  • Schedule BA partnership tracking
  • Statutory and GAAP reporting tie-out
PE-affiliated & Specialty

Alts-heavy carriers & annuity writers

PE-platform annuity writers, Bermuda life reinsurers, E&S carriers, and faith-based or physician-owned mutuals with disclosed Schedule BA exposure.

  • Private credit LP document flow
  • AG 53 and AG 55 disclosure support
  • Multi-entity holdco reporting
/ 02
What Aktus automates

The document flow your accounting stack assumes is solved.

Bloomberg AIM and Clearwater Analytics handle accounting and reporting. The work upstream of them, reading the manager statements, extracting from the K-1s, reconciling to the capital account, is still mostly Excel and senior analyst time. That’s what our AI worker collapses.

Inputs our AI worker ingests
  • Manager statements from external fixed-income AMs
  • Schedule BA partnership K-1s and capital account statements
  • Private credit LP distribution notices and side letters
  • CLO trustee reports, surveillance & principal-paydown notices
  • Custodian statements and broker confirms
  • Prior-period Schedule D and Schedule BA blue books
Outputs our AI worker produces
  • Schedule D and Schedule BA workpapers with source citations
  • NAIC-ready statutory filings tie-out
  • Investment committee & board reporting packages
  • AG 53 / AG 55 disclosure schedules for PE-affiliated writers
  • Manager-statement reconciliation against custody
  • Clean feed into Clearwater Analytics, Eagle, or Bloomberg AIM
What stays with your team: investment judgement, manager relationships, and regulatory sign-off. Our AI worker doesn’t replace your judgement or accounting platform, it removes the document re-keying that consumes the week before every close.
/ 03
See what ships

A real artifact, with every figure traced to source.

A stylized sample of a Schedule BA partnership line, ready for your statutory accounting stack. Every figure carries the manager document it came from. A named accountant signs off. before it ships.

Schedule BA · Year-end 2025
Limited partnership 014, alternative investment
Prepared by Aktus AI
APPROVED
Line item
Reported
Adjusted
Variance
Source
NAIC carrying value
$24.80M
$24.62M
($0.18M)
Capital account stmt p.3
Acquisition cost
$20.00M
$20.00M
$0.00M
Subscription doc §2
Annual investment income
$1.42M
$1.46M
+$0.04M
Manager K-1 · line 11
Fair value change, period
+$0.86M
+$0.71M
($0.15M)
Valuation memo p.5
Statutory unrealized gain
$4.80M
$4.80M
($0.18M)
Schedule BA §3

Every figure traces to its source. A named person signs off. before it ships.

/ 04
Why this needs Aktus

Frontier models can’t do statutory reporting alone.

You already use Claude, ChatGPT or Gemini. Aktus makes them production-ready for alternative assets.

THE FRONTIER MODEL PROBLEMInsurance Investment Operations is not a reading comprehension problem. It's a long-running production process with non-negotiable provenance requirements, regulator-facing, with statutory filing dates that don’t move. A model that hallucinates a single basis point misstates Schedule BA; a model that can’t explain where a number came from is unauditable by your state regulator.
THE PROVENANCE GAP

Source-anchored reasoning

A frontier model will produce a confident number with no provenance. Aktus anchors every output to a source document and refuses to produce a figure it can't trace

Verified by an evaluation harness on every run.
THE CONTEXT GAP

Multi-document long-context

A Schedule BA package crosses 20+ manager statements, K-1s, side letters, and custody confirms, with almost zero shared vocabulary. Frontier context windows blur the distinction.

Aktus uses a retrieval-first architecture.
THE ACTION GAP

Statutory side-effect operations

Booking entries to the general ledger, posting to NAIC schedules, feeding Clearwater, none of these tolerate the failure modes of a chat interface.

Aktus runs deterministic, audited tool calls.
An AI worker is not a model. It is a model wrapped in a process, governed by an evaluation harness, and run inside your perimeter, built bespoke for one job.
/ 05
Economics

Free up your senior analysts from re-keying manager statements.

At many insurance AMs, headcount is the binding constraint. Adding a Schedule BA partnership, a new CLO mandate, or a new manager relationship today means a new hire or a senior analyst’s week. With Aktus inside, it’s a configuration.

Investment ops today
  • ×Bloomberg AIM + Excel + Clearwater downstream, with no upstream layer
  • ×Senior analyst time consumed by document re-keying
  • ×Quarterly statutory is a peak-load staffing problem
  • ×New managers and mandates require new playbooks
  • ×AG 53, AG 55, and audit cycles eat the remaining capacity
With Aktus inside
  • Upstream document layer feeds Clearwater clean and on time
  • Analyst time is exception-driven, not line-by-line
  • Quarter-end cadence flattens across the period
  • New managers are a configuration, not a hire
  • Disclosure schedules generated alongside the close, not after
More Schedule BA partnerships per analyst in production
170 hrs
Per month recovered at one global asset manager
Weeks → 2 hrs
Scenario modeling at a GCC sovereign wealth fund
/ 06
Sovereign deployment

Your perimeter. Your data. Your regulator.

Aktus runs inside your environment, against your documents, under your audit trail. Manager statements, K-1s, and policyholder-adjacent data never leave the boundary your state regulator already audits.

Sovereign by default

Deployed in your VPC or on-prem. Aktus operators see logs and metrics, never your primary documents.

  • SOC 2 Type II
  • AWS, Azure, GCP, on-prem
  • Customer-managed keys

Regulator-ready by design

Every worker output carries an immutable provenance log back to the manager statement, page, and clause it derives from.

  • NAIC and state DOI exam-ready
  • Immutable provenance log
  • Exportable for Big-4 audit

Stack-agnostic

Feeds Clearwater Analytics, Bloomberg AIM, Eagle, SS&C, or your statutory blue-book engine. We add a layer, we don’t replace one.

  • Clearwater, Bloomberg AIM, Eagle
  • Statutory blue-book engines
  • Per-task model routing
Compatible with your insurance investment stack
Clearwater
Bloomberg AIM
Eagle
SS&C
Conning
NEAM
/ 07
ALWAYS A HUMAN IN THE LOOP

What stays with your team.

Aktus takes the volume work. It does not take the work only your people can do.

01
Investment and underwriting judgment.

Asset allocation, manager selection, credit decisions, ALM positioning, and the underwriting stance on a complex risk remain with your investment committee and chief actuary. Aktus pulls the exposure data, runs the scenarios, and drafts the memo, but the decisions that drive capital adequacy and combined ratio are made by the people accountable to the board.

02
Regulator, broker, and rating agency relationships.

Conversations with state insurance departments, rating agency reviews, treaty negotiations with reinsurers, and broker-of-record discussions stay with your people. Aktus prepares the filing pack, reconciles the statutory numbers, and tracks every regulatory commitment, so your team walks into every meeting fully loaded. The credibility built across those tables is yours to hold.

03
Final sign-off.

No statutory filing, no investment memo, no reinsurance binder, no rating agency response leaves your firm without a named officer's approval. Aktus drafts the schedules, ties them to source documents, and flags every variance against prior period, but the CFO, CIO, or chief actuary remains the one who signs and stands behind it.

/ 08
Frequently asked

What buyers ask before they pilot.

Our team must review every output.
That is the model. Aktus is invisible, and every output routes to a named person for sign-off. Our AI worker accelerates production. Your team keeps the judgment and the signature.
We already use Clearwater and Bloomberg AIM.
Keep both. Aktus is upstream of Clearwater, not a replacement. Our AI worker reads the Schedule BA partnership documents, K-1s, and manager reports, normalizes them against your statutory schedule, and feeds clean structured output into your accounting stack.
Can AI be trusted with these numbers?
Financial math runs through a deterministic rule engine, not model output. Every figure cites its source. A named human approves before anything ships.
How fast can we see value?
A focused pilot on one workflow goes live in three to six weeks. We instrument a single recurring artifact, prove the unit economics, and only then expand scope.
NAIC compliance is too risky for AI.
BACV, RBC, and the rest of the statutory math are computed by a deterministic rule engine, fully versioned and auditable. The AI reads the source documents. The rule engine does the math. A named reviewer signs.

Bring Aktus inside your investment ops team.

Reduce cost and improve speed in your statutory and investment ops workflows.

Not ready yet? See a sample output.