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Insurance

Your policies are 80 years old. Your AI models are 6 months old.

Policy and claims systems have survived 40 years of mergers and partial migrations. We make them exploitable by dynamic pricing models and AI underwriting agents — without rewriting your back-office.

-70%
common claim handling time with OCR + AI agent + legacy back-office
Geographies
FranceMoroccoTunisiaLebanonFrench-speaking Africa
Challenges

Insurance sector challenges

Policy systems from 80s-90s

Back-office stacking from mergers, duplicated data, slow updates.

Dynamic pricing

Competitive pressure, demand for personalised pricing in seconds.

Claims & climate

Rising extreme events, actuarial models to rebuild, geospatial data to integrate.

Generative AI & quotes

Growing demand for conversational quotes, ACPR compliance to respect.

Use cases

Proven use cases

Use case

Policy back-office modernisation

API in front of legacy, customer duplicate consolidation, 360° view. New products shipped in weeks not quarters.

Stack
API GatewayPostgreSQLDebeziumKafkaJava
Use case

AI underwriting agent

Conversational quote, risk profile evaluated by model, human expert fallback. Conversion up, quality preserved.

Stack
Anthropic ClaudeRAGLangChainPostgreSQLVector DB
Use case

Claims declaration automation

OCR + structured extraction of files, automatic classification, conditional escalation. Customer is called back within the hour.

Stack
Computer VisionOCRGPT-4n8nSalesforce
Methodology

Insurance methodology

01

Data audit

Source mapping, policy and claims data quality, blocker identification.

02

Pilot on product line

Isolated use case, measurable ROI, actuarial & compliance validation.

03

Industrialisation

Multi-line deployment, integration into underwriting and claims workflows.

04

Continuous improvement

KPI monitoring, periodic retraining, model governance.

References

Concrete impact

AI underwriting agent in production on our site. Conversion +18%, complete files from first interaction, controlled human escalation.

Direct insurer, France

OCR + extraction on 30,000 claim files per month. Common handling time divided by 3. Advisors freed for complex cases.

Mutual insurer, Maghreb
Next step

Modernise your insurance, not tomorrow — now

Let's discuss your back-office, your AI strategy and the first costed phase we can commit to.