Agentic Coding in Insurance

Insurers often run long-lived core systems and complex rule sets. This workshop shows where coding agents help most: understanding legacy code, writing tests around business rules, building supporting tools and modernising step by step. Every change stays under documented human review. General orientation only, not legal advice.

Request without obligation

Deutsche Version

Duration
1 day
Level
Intermediate
Format
Remote or on-site, English or German
Group size
Up to 12 participants per trainer

Who it is for

  • Developers and architects in insurance IT
  • Teams maintaining policy, claims or billing systems
  • Tech leads planning modernisation with limited risk
  • Quality and compliance staff in insurance companies

What your team will be able to do

  • Use agents to explain unfamiliar legacy code and business rules
  • Write characterisation tests that capture current behaviour before changes
  • Plan modernisation in small, reversible steps
  • Build supporting tools such as data checks and report generators
  • Keep sensitive data out of agent contexts
  • Document review and decisions so changes remain auditable

Agenda

  1. Landscape and goalsMap your systems, pain points and constraints, and pick a realistic target area.
  2. Understanding legacyLet an agent explain modules and rules, then verify its explanations with your experts.
  3. Tests around business rulesCreate tests that lock in current behaviour for a tariff or claims calculation.
  4. Safe changeMake a small modification with an agent, review it and show equivalence through tests.
  5. Rollout planDefine task types, review rules and metrics for adoption in your team.

Prerequisites

  • Professional development experience
  • A sandbox or anonymised code sample
  • Domain experts available for questions is helpful

Why apprat.io workshops

  • Taught by practising AI Code Engineers
  • Your repositories or a sandbox project
  • AI speed, human responsibility: review, security and governance included
  • ISO 9001 & ISO/IEC 27001 certified processes
  • Follow-up office hours after 30 days

Request without obligation

Tell us about your team and goals. We reply within one business day with a tailored agenda and a quote – free and without obligation.

24/7 call support in English & German:
+49 761 519 751 50

Frequently asked questions

Do we need to share production code?

No. A sandbox project or a non-sensitive sample is sufficient and preferred.

Which legacy languages are supported?

We adapt to your stack where agents work well. Please share the technologies in advance.

Is this legal advice?

No. Regulatory questions stay with your compliance and legal teams.

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