Insurance Software Development Company
FISTA Solutions builds insurance software for carriers, MGAs, and brokerages: quoting and rating front ends, policy administration integrations, claims intake and automation, agent and policyholder portals, and AI agents that read documents and prepare decisions for licensed staff.
- 150+
- projects delivered
- 50+
- companies served
- 99.9%
- verified uptime
- 47%
- efficiency gains
- 12+
- countries reached
What we build
What does a insurance software development company build?
FISTA builds quoting and rating experiences, submission and underwriting workbenches, claims FNOL and automation, policyholder and agent portals, document ingestion pipelines, and AI agents that extract, summarize, and route — leaving coverage and pricing decisions with licensed staff.
- 01
Quoting and rating front ends
Consumer and agent quoting flows over your rating engine, with the filed rates and rules honored exactly and every quote reproducible.
Distribution - 02
Underwriting workbench
Submission intake, triage, data enrichment, and a reviewer workspace that surfaces the documents and signals the underwriter needs together.
Underwriting - 03
Claims intake and automation
First notice of loss across channels, automated triage and assignment, straight-through handling for simple claims, and adjuster tooling.
Claims - 04
Policyholder and agent portals
Self-service for documents, payments, endorsements, and claim status, reducing call volume without reducing service quality.
Service - 05
Document and ACORD pipelines
Ingestion, classification, and extraction for ACORD forms, loss runs, and supporting documents into structured, validated data.
Data - 06
Insurance AI agents
Submission triage, loss-run extraction, claims summarization, and subrogation screening, always producing evidence for a human decision.
AI
Requirements
Which requirements shape insurance software development?
Insurance software is shaped by filed rules, documentation volume, and regulatory scrutiny: rating must match what was filed, every decision needs a retrievable rationale, documents arrive in every imaginable format, and claims handling is governed by state timelines and fair-practice rules.
| Requirement | What it means here | How FISTA builds to it |
|---|---|---|
| Rating fidelity | Quotes must reflect filed rates and rules exactly, including versioning as filings change. | Rating integration with versioned rule sets, reproducible quote snapshots, and regression tests against known rate cases. |
| Decision traceability | Underwriting and claims decisions must be explainable and retrievable years later. | Event-sourced decision history, retained inputs and documents, and exportable decision packages per policy or claim. |
| Document variety | Submissions and claims arrive as PDFs, scans, spreadsheets, photos, and email. | Classification and extraction pipeline with confidence thresholds, human review queues, and provenance recorded for every field. |
| Fair claims practices | State rules govern acknowledgment, investigation, and payment timelines. | Timeline tracking with alerting per jurisdiction, audit logs on every status change, and reporting on aging and exceptions. |
| Data protection | Policy and claim files contain PII, and sometimes health data. | Field-level classification, encryption, role-based access, retention policies, and HIPAA handling where health information is in scope. |
Where AI fits
Where do AI agents fit in insurance?
AI agents fit insurance where documents and queues dominate: submission triage, loss-run and ACORD extraction, claims summarization, coverage-question research, and subrogation screening. Agents assemble the evidence and propose; licensed underwriters and adjusters make the coverage and pricing calls.
- 01
Submission triage agent
Reads inbound submissions, extracts the risk data, checks appetite rules, and routes or declines with the rationale recorded.
- 02
Loss-run extraction agent
Turns loss runs and ACORD forms into structured claims history with page-level citations for every extracted value.
- 03
Claims summarization agent
Produces a claim summary with timeline, coverage questions, and outstanding items so an adjuster starts informed rather than reading a file cold.
- 04
Coverage research agent
Retrieves the relevant policy language and prior interpretations for a coverage question, quoting the form text rather than paraphrasing it.
- 05
Subrogation screening agent
Flags claims with recovery potential from the facts in the file and prepares the referral packet for the subrogation team.
Cost and timeline
How much does insurance software development cost, and how long does it take?
Cost is driven by policy administration integration, the number of lines and states, document volume, and claims workflow depth; timeline by carrier system access and compliance review. FISTA does not quote blind: the scoping call returns a specification, a phased plan, and an estimate.
Line count and state count multiply scope faster than feature count. One line in one state is a build; six lines across twenty states, each with its own filings, forms, and timelines, is a program. FISTA scopes by line and jurisdiction so you can sequence launches instead of paying for a matrix you will not use for two years.
Document intelligence is the other budget line worth planning deliberately. Extraction is cheap to demonstrate and expensive to make reliable across real-world scans, faxes, and photographs. FISTA sets accuracy targets with you, measures against a labeled set, and routes low-confidence output to human review rather than pretending the problem is solved.
Send the scope you have, even if it is a paragraph. You get a written brief, an architecture sketch, and a phased estimate before any commitment.
Get a scoped quoteDelivery
How does FISTA deliver an industry software project?
FISTA delivers in four gated phases: a discovery sprint that produces the specification and integration map, an architecture and compliance design that names every control, iterative builds demoed weekly on your environment, and a verified release with runbooks, monitoring, and a handover or a managed operations option.
- 1
Discover and specify
Stakeholder interviews, system inventory, data classification, and a written specification with acceptance criteria and a phased plan.
OutputSpecification, integration map, estimate
- 2
Design for compliance
Architecture, data model, security controls, and the evidence plan for any audit, agreed before the first sprint.
OutputArchitecture decision record, control matrix
- 3
Build and demonstrate
Two-week sprints with automated tests, contract tests on integrations, and a demo on your environment every week.
OutputWorking increments in your repository
- 4
Verify and operate
Load, security, and acceptance testing against the spec; release with runbooks, dashboards, and alerting; optional managed operations.
OutputVerified release, runbooks, SLOs
Why FISTA
Why choose FISTA Solutions for insurance software development?
FISTA builds insurance systems around traceability: reproducible quotes, event-sourced decisions, and citations behind every extracted field. Engagements are contracted through a US entity, and AI is deployed as preparation for licensed decision-makers rather than as an automated underwriter.
Insurance specifics
- Quotes are reproducible: filed rules are versioned and every quote can be replayed exactly as issued.
- Underwriting and claims decisions keep their inputs, so a decision package can be exported years later.
- Document extraction reports confidence and provenance; low-confidence values go to a human queue by default.
- Claims timelines are tracked per jurisdiction with alerting, so fair-practice obligations are visible rather than assumed.
How FISTA engineers
- Spec-Driven Development: every deliverable starts as a written specification with acceptance criteria, so scope is testable before it is built.
- AI-native delivery: engineers direct coding agents under review gates and evaluation harnesses, compressing build time without loosening verification.
- Official Anthropic partner, with production experience across Claude, OpenAI, Google, and open-weight models, chosen per workload rather than by default.
- One accountable delivery lead, weekly demos on your environment, and code in your repositories from week one.
What you get as a client
- 150+ projects delivered for 50+ companies across 12+ countries since 2017, with 99.9% verified uptime on systems we operate.
- A US entity (FISTA Solutions Inc., Wilmington, Delaware) for contracting, invoicing, and IP assignment, with an engineering center in Faisalabad, Pakistan for cost-efficient senior capacity.
- US business-hours overlap for standups and reviews; written decision logs so nothing depends on a meeting you missed.
- Flexible engagement: fixed-scope build, embedded forward deployed engineers, or a dedicated team that you can scale month to month.
Clear answers
What buyers in this industry ask first.
Straightforward guidance for evaluating scope, fit, and the next step.
01Can you integrate with our policy administration system?
Yes. FISTA integrates with policy administration and rating platforms through their supported APIs, services, and file interfaces, and builds an anti-corruption layer so your new front ends are not welded to one vendor's data shapes and release cycles.
02Can AI decide coverage or price a risk?
No. FISTA builds agents that extract, summarize, retrieve, and route, producing the evidence a licensed underwriter or adjuster uses to decide. Coverage, pricing, and denial decisions remain human, with the agent's contribution recorded in the decision history.
03How accurate is document extraction on loss runs and ACORD forms?
Accuracy depends on document quality and is measured, not claimed. FISTA builds a labeled evaluation set from your real documents, reports field-level accuracy against it, and routes anything below the agreed confidence threshold to a human review queue.
04Do you build for MGAs and brokerages, not just carriers?
Yes. MGAs and brokerages typically need submission intake, appetite matching, quoting across markets, and client service portals, which FISTA builds over the carrier systems and market APIs they already use.
05How do you handle multi-state compliance?
Jurisdictional rules are modeled as configuration rather than code branches: filings, forms, timelines, and notices are data, so adding a state is a configuration and testing exercise rather than a rewrite.
06How long does an insurance software project take?
A single-line, single-state release typically takes a few months; multi-line, multi-state programs are phased by jurisdiction. Carrier system access and compliance review are the usual gating items, and the discovery sprint dates them explicitly.
Continue exploring
Related capabilities
Scoped in writing before you commit
Automate the paperwork; keep the judgment where the license is.
Bring the line, the system, and the queue that is drowning. The scoping call returns a written specification, an extraction plan, and a phased estimate.