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True Aim

Neuro-symbolic AI for auditable claims decisions in insurance

Claims Technology Growth Bootstrapped
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Overview

True Aim is a claims automation solutions provider for European insurers, brokers, and third-party administrators. The company combines neuro-symbolic AI with deterministic policy logic to produce automated claim decisions that are reproducible, traceable, and aligned with EU AI Act transparency requirements.

The platform includes four integrated components: a real-time decisioning engine that converts policy terms into automated claim determinations, a document ingestion and classification pipeline, a portfolio-wide quality assurance tool, and per-claim audit documentation linking every decision to policy clauses and extracted claim data. The system is hosted in Switzerland with multi-language support for German, French, and Italian.

True Aim received non-dilutive innovation funding from Innosuisse (the Swiss government innovation agency) and strategic investment from Yarowa AG, a Swiss claims services company. The company won the 2026 Insurathon competition and holds recognition from Swiss, German, and Italian insurtech award programs. Production deployments are with European P&C carriers, though specific customer names are not publicly disclosed.

Products & Services

MIRA -- Claims Decisioning Engine

Applies deterministic logic to policy terms to automate claim coverage determinations. Each decision is directly linked to policy clauses and claim data, producing a reproducible outcome. Average processing time is approximately 2.3 seconds per claim in pilot results.

Key Features

  • Deterministic, rule-based policy logic (not probabilistic generative AI)
  • Full decision traceability to policy clause and document source
  • Average 2-3 second processing time (15-45 second range)

Target Users: Claims teams at P&C carriers and TPAs

ContextBuilder -- Document Ingestion Pipeline

Automates the capture, classification, and structuring of claim documents before decisioning. Supports both structured and unstructured document types with AI-assisted extraction and human review checkpoints.

Key Features

  • AI-assisted document extraction (~10 second ingestion time)
  • Classification and structuring of claim document sets
  • Human-in-the-loop review workflow integration

Target Users: Claims operations and document processing teams

ClaimEval -- Quality Assurance Tool

Analyzes decision patterns across the full claims portfolio to identify inconsistencies, deviations, and logic gaps. Scales quality assurance beyond manual sampling to portfolio-wide coverage.

Key Features

  • Portfolio-wide decision pattern inspection
  • Detection of process deviations and logic gaps
  • Continuous improvement feedback loop

Target Users: Claims quality assurance and operations managers

Decision Dossier -- Audit Documentation

Generates a complete traceability record for each claim decision. The dossier is replayable and structured for regulatory review, including EU AI Act compliance requirements.

Key Features

  • Replayable per-claim audit record
  • Links decision to policy clause, extracted data, and applied logic
  • Aligned with EU AI Act transparency mandates

Target Users: Compliance teams, auditors, claims managers

At a Glance

Headquarters
Switzerland
Employees
11-50
Funding
Bootstrapped

Category & Focus

Category
Claims Technology
Subcategories
Claims Automation AI Decisioning Audit Documentation
Insurance Verticals
P&C Personal P&C Commercial
Target Customers
Carriers, Brokers, TPAs

Customers

  • European P&C carriers (names not publicly disclosed)

Last updated: 2026-07-13