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    Insurtech / Captive Insurance

    Software for captive insurance firms and their managers

    A captive manager runs a dozen captives from a dozen workbooks, and every fronting statement and loss run is keyed by hand. Agnotic Technologies builds one system for all of them, with ledgers that show which party owns each record and filings that come straight from those ledgers.

    Ledgers
    Policy, claims, loss fund
    Fronting
    Carrier and reinsurer flows
    Domicile
    Filings from the ledgers

    Trusted by global innovators

    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Industry Overview

    What is captive insurance software?

    Captive insurance software is the system captive insurance firms and their managers use to run owner-controlled captives: policies issued to the parent and affiliates, claims on owner risks, loss funds, fronting and reinsurance ledgers, and the financial filings each domicile expects. Agnotic Technologies builds it so every record shows which party owns it.

    Ledgers and owners

    Which ledgers does a captive manager run, and who owns each?

    A captive touches more parties than a normal insurer of its size. The system keeps one ledger per flow and tags every line with the party that owns the source record.

    Policy ledger

    Policies the captive writes for its parent and affiliates.

    • Owner: the captive, administered by the manager
    • Affiliate schedule, limits and retentions
    • Premium allocated to each affiliate

    Fronting ledger

    Where a licensed carrier issues the policy and cedes the risk to the captive.

    • Owner: the fronting carrier issues, the captive assumes
    • Ceded premium and fronting fee
    • Collateral the carrier requires

    Reinsurance ledger

    Cover the captive buys above its own retention.

    • Owner: the reinsurer under each contract
    • Ceded premium by program year
    • Recoverables billed and received

    Claims ledger

    Claims on owner risks, usually handled by a third-party administrator.

    • Owner: the TPA handles, the captive pays
    • Loss runs mapped to one claim model
    • Reserves and payments by program year

    Loss fund ledger

    Cash held to pay claims inside the captive's retention.

    • Owner: the captive funds it, the TPA draws on it
    • Funding requests and replenishment
    • Balance by program and year

    Domicile filings

    What the regulator in the captive's domicile expects each year.

    • Owner: the captive, filed through the manager
    • Financial statements and actuarial work
    • Premium tax returns
    Industry Challenges

    Where does captive administration break down?

    Captive managers rarely lack expertise. They lack a system that holds many captives, many parties and many file formats in one place.

    • Each captive lives in its own workbook, so a change in method has to be made a dozen times.

    • Fronting carrier and reinsurer statements arrive as PDFs and are keyed into spreadsheets.

    • Every TPA sends loss runs in its own layout, and claims cannot be compared across captives.

    • The loss fund balance is known only after month-end, when a replenishment may already be late.

    • Domicile deadlines live in a calendar, not in the system that produces the numbers.

    • An owner asks for premium and losses by affiliate, and the answer takes days of manual work.

    Our Approach

    How should a captive manager approach a system build?

    We start from the manager's operating model, not from an insurer's policy system.

    One model, many captives

    Each captive is its own tenant with its domicile, program years, retentions and chart of accounts mapping, all on one data model.

    One ledger per party flow

    Policy, claims, loss fund, fronting and reinsurance ledgers stay separate, so each reconciles against the party that sends the statement.

    Filings from the ledgers

    Filing packs and board reports are built from closed ledger periods, never from a separate copy of the numbers.

    Capabilities

    What do we build for captive managers?

    Captive insurance firms services that replace workbooks with one system. Generic insurer claims handling is covered on our insurance software page.

    Multi-captive workspace

    Every captive under management in one place, with permissions per captive, owner and service provider.

    Program and policy administration

    Programs, affiliate schedules, limits, retentions and premium for each policy year.

    Fronting and reinsurance accounting

    Ceded premium, fees, recoverables and statements reconciled per contract.

    Loss fund management

    Funding requests, TPA draws and replenishment alerts with balances by program year.

    TPA loss run intake

    Each TPA's file mapped to one claim model, with unmatched claims queued for review.

    Affiliate premium allocation

    Premium and losses allocated to affiliates by the rules the owner approves.

    Domicile filing calendar and packs

    Deadlines per captive and domicile, with the data pack for each filing assembled from closed periods.

    Owner and board reporting

    Board packs and owner views through a secure portal, scoped to each captive.

    How It Works

    What does the captive manager's reference architecture look like?

    This is the architecture we start from. Each layer keeps the owning party on every record, from the incoming file to the filing output.

    Sources

    TPA loss runs and payment files, fronting carrier statements, reinsurer statements, and bank or custodian files for the loss fund.

    1

    Intake and mapping

    Each file is mapped to a common premium, claim and cash model per captive, and anything that does not map waits in an exception queue.

    2

    Ledgers

    Policy, claims, loss fund, fronting and reinsurance ledgers, with every line tagged by captive, program year and owning party.

    3

    Close and review

    Month or quarter close by the manager, with read access for the actuary and the auditor on the same figures.

    4

    Outputs

    Domicile filing packs, premium tax workpapers, board reports and affiliate allocations, all drawn from the closed period.

    5
    Engineering Stack

    Systems and standards behind a captive platform

    Chosen to fit the TPAs, carriers and reinsurers your captives already deal with.

    Data exchange

    ACORD reinsurance and large commercial XML and JSONCSV and Excel loss runsSFTP and partner APIsPDF statement extraction with review

    Finance

    General ledger exportBank and custodian feedsPeriod close workflowPremium tax workpapers

    Data

    PostgreSQLData warehousePer-captive tenancyReconciliation jobs

    Platform and security

    Role-based access per captiveAudit loggingEncryption in transit and at restCloud hosting
    Measured Impact

    What should a captive manager keep in view?

    Measures we build into the manager's and owners' dashboards.

    Loss fund
    Balance against need

    Cash held against expected payments inside the retention.

    Recoverables
    Open reinsurance

    Amounts billed to reinsurers and not yet received.

    Deadlines
    Filing calendar

    Upcoming domicile filings by captive, with the status of each pack.

    Exceptions
    Unmapped records

    Loss run and statement lines that have not reached a ledger.

    Use Cases

    Where do captive managers start?

    Common first releases, each replacing one workbook process.

    01

    Loss run consolidation

    Every TPA file mapped into one claim model across captives.

    02

    Fronting reconciliation

    Carrier statements matched to the captive's own ledger each quarter.

    03

    Filing calendar and packs

    Domicile deadlines tied to the data that each filing needs.

    04

    Affiliate allocation

    Premium and losses split across affiliates by approved rules.

    05

    Owner portal

    Board packs and program results shared securely with owners.

    06

    Group captive reporting

    Member-level results for association and group captives.

    Integrations

    Which parties does captive software exchange data with?

    The service providers around a captive program.

    Claims

    Third-party administrators

    Issued policies

    Fronting carriers

    Risk transfer

    Reinsurers and brokers

    Loss funds

    Banks and custodians

    Reserves

    Actuaries

    Financial statements

    Auditors

    Accounting

    General ledger

    Allocations

    Owner finance teams

    Compliance-First Development Services Backed by Global Standards

    We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

    GDPR logo

    General Data Protection Regulation

    Implement lawful consent flows, data minimization, and secure processing for global data privacy.

    SOC2 logo

    Service Organization Control 2

    Verified controls for security, availability, and confidentiality of enterprise data systems.

    ISO 27001 logo

    Information Security Management

    Adhering to the international gold standard for managing information security risks.

    Our Edge

    Why Global Leaders Choose Us

    We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

    Enterprise-Grade Security

    We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

    High-Performance Scaling

    Our architectures are built to handle massive data loads and user bases, keeping performance steady whether you're serving ten or ten million.

    Accelerated Time-to-Market

    Using our suite of internal tools and proven frameworks, we cut setup work so your first release reaches users sooner.

    Embedded AI Integration

    Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

    Engagement Model

    How does a captive engagement work?

    We start with one process across all your captives. Timing depends on scope; we agree a fixed first release on the scoping call.

    01

    Scoping call

    Captives under management, domiciles, service providers and the first workbook to replace.

    02

    File and ledger mapping

    Each TPA, carrier and reinsurer format mapped to the common model, with sample files from every party.

    03

    Fixed-scope first release

    One flow, such as loss run intake or fronting reconciliation, live for every captive.

    04

    Add ledgers and outputs

    Loss fund, reinsurance, filing packs and owner reporting on the same model.

    05

    Support

    New captives, new providers and domicile changes under agreed change control.

    Facts and sources

    What do domicile regulators and standards bodies require?

    Short facts we design around, each linked to its primary source. Vermont is shown as one domicile example.

    Voice of success

    We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

    Benchmark

    “I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.”

    Aaron Phelan

    Aaron Phelan

    Founder, Benchmark

    Latimer

    “Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective.”

    John Pasmore

    John Pasmore

    Founder, Latimer

    My Lauren

    “Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together.”

    Kim Smith

    Kim Smith

    Founder, My Lauren

    Related pages

    Related insurance and finance services

    This page covers the captive manager's own system. These pages cover the reporting and portals around it.

    Frequently Asked Questions

    Yes. Each captive carries its own domicile, filing calendar and reporting rules, so captives in different domiciles share the data model but produce their own filing packs.