Industry‑ready AI
built around real regulatory workflows.
Applied AI at ARGenesis turns generic AI techniques into sector‑specific solutions pre‑shaped for insurance, health, retail, education and public sector, so you start closer to value with models, features and journeys that reflect how your industry actually works.
Pre‑built patterns · Configurable to you
Grounded in actuarial, clinical and operational reality
Industry AI accelerator snapshot
Insurance PI / SME
Pricing, reserving, claims & broker MI
Config 1
80%
Health & wellbeing
Triage, risk and pathway support
Config 2
85%
Retail & digital
Demand, churn and recommendation
Config 3
90%
Education & public
Engagement, demand and outcome analytics
Config 4
95%
Example business output
Start with an ARGenesis industry blueprint models, data features and journeys then tune to your portfolio, governance and KPIs to reach value in months, not years.
What is Applied AI (Industry Models)?
AI that bakes in domain knowledge, regulation and workflow from day one.
Applied AI means taking proven AI techniques, Classic AI, ML, Deep Learning, GenAI, Agentic and Agentic AI and packaging them into industry‑specific solutions. Rather than starting from a blank page, you begin with model templates, data schemas, KPIs and interaction patterns that reflect real‑world use in your sector.
Where we help
- Faster path from idea to live pilot.
- Re‑use of proven patterns across clients.
- Alignment with sector regulation and controls.
- Clear linkage from AI outputs to P&L and KPIs.
How we work
- Start from an industry accelerator blueprint.
- Map to your data, products and governance.
- Tune models, rules and journeys to your context.
- Deploy via GenieLab or your own platforms.
ARGenesis capabilities
Sector‑shaped AI components that plug into your stack.
Because ARGenesis sits at the intersection of actuarial, data science and industry delivery, our Applied AI libraries capture patterns that have worked across multiple organisations without ever exposing confidential data.
Insurance accelerators
• Loss ratio, pricing and reserving analytics.
• Claims triage, fraud and leakage patterns.
• Broker, MGA and portfolio MI templates.
Health & wellbeing
• Triage and risk stratification patterns.
• Engagement and adherence models.
• Care pathway optimisation templates.
Retail & digital commerce
• Demand, churn and CLV models.
• Next‑best‑action and recommendation.
• Customer journey and funnel analytics.
Education & skills
• Engagement and dropout risk models.
• Curriculum and pathway analytics.
• Outcome and progression dashboards.
Public sector & NGOs
• Demand and capacity forecasting templates.
• Resource and funding allocation patterns.
• Impact, fairness and equity analytics.
Cross‑cutting components
• Reusable feature libraries and KPIs.
• Standard governance and documentation packs.
• Integration blueprints for common platforms.
Cross‑industry use cases
Apply once, adapt many times.
Insurance
• SME PI and property pricing blueprints.
• Reserving, capital and IFRS 17 insight packs.
• GenAI‑ready document and workflow patterns.
• Broker, binder and bordereaux analytics.
Healthcare
• Serenigy‑style mental health triage patterns.
• Clinic utilisation and wait‑list analytics.
• Outcome and quality improvement dashboards.
Retail & digital
• Customer lifetime value and churn templates.
• Offer, bundle and promotion optimisation.
• Review, feedback and sentiment analytics.
Education & public sector
• Programme demand and capacity planning.
• Vulnerability, equity and inclusion analytics.
• Case, grant and application insight packs.
Part of the ARGenesis technology framework
Applied AI is where the stack meets your industry.
We bring together Classic AI, Machine Learning, Deep Learning, GenAI and Agentic AI, underpinned by strong data engineering, then express them as sector‑specific blueprints, accelerators and reference journeys that shorten the distance to impact.
1. Classic AI & Rule Engines
3. Deep Learning & Transformation
5. Gentic AI (Evolutionary)
7. Applied AI (Industry)
Next steps
Want to see what we already have for your sector?
We can walk you through relevant Applied AI blueprints, show anonymised patterns from prior work and co‑design a roadmap that combines accelerators with your organisation’s specific needs.