Make insurance decisions easier to govern and defend
Decision Deck helps insurers make better decisions across product value, underwriting, pricing, claims and customer treatment. Identify poor-value products earlier. Set terms with clearer evidence. Route claims that need review. Reduce manual governance effort. Keep policy, fairness, evidence and human judgement connected across the insurance lifecycle.
Stronger portfolio quality · lower review cost · clearer governance · better customer outcomes.
Make fair value reviews faster and clearer
Product governance is often slowed by manual review packs, spreadsheet logic and committee reconstruction. The challenge is deciding whether a product still delivers fair value, what evidence supports that view and what action follows.
Decision Deck turns product and fair value review into a governed decision flow.
Components used
- Predictive models
Estimate value movement, complaints risk, claims pattern change, margin pressure and customer outcome signals.
- Risk Stratification ↗
Separates fair value, borderline value, poor value concern and urgent review cases.
- Policy Dynamics ↗
Applies Consumer Duty, product governance rules, firm policy, target-market criteria and escalation thresholds.
- Recommendations Block ↗
Selects the next action: continue, monitor, modify, restrict, remediate, escalate or withdraw.
- Evidence Vault ↗
Records the assessment, evidence, policy basis, committee action and final decision.
Identify product value drift earlier
A product can move from acceptable to borderline before the periodic review arrives. Claims trends, complaint signals, pricing change, distribution route, commission structure or customer segment outcomes can all shift the value position.
Decision Deck monitors product and customer outcome signals so value drift becomes visible before it becomes a governance problem.
Components used
- Monitoring
Tracks value indicators, complaints, claims outcomes, pricing movement, distribution performance and segment-level signals.
- Behavioural Dynamics ↗
Reads how customer outcomes, claims behaviour and complaint patterns are changing over time.
- Risk Stratification ↗
Separates normal variation, emerging concern, segment concern and material value risk.
- Case Triage ↗
Prioritises the products, channels or customer segments that need governance attention first.
- Evidence Vault ↗
Records when the signal appeared, what changed and why the product was escalated or left under monitoring.
Set underwriting and pricing terms with evidence
Underwriting and pricing decisions need to balance risk, fairness, value, eligibility and commercial return. A risk score alone does not explain which terms are appropriate or why a customer received them.
Decision Deck turns risk signals into explainable underwriting and pricing decisions.
Components used
- Predictive models
Estimate risk, expected loss, claims likelihood, customer suitability and pricing sensitivity.
- Multi-output models
Estimate risk, margin, acceptance likelihood and customer outcome together.
- Policy Dynamics ↗
Applies underwriting appetite, eligibility rules, fairness controls, pricing limits and referral criteria.
- Recommendations Block ↗
Selects the decision: quote, decline, refer, request evidence, adjust cover, change excess, change premium or apply conditions.
- Evidence Vault ↗
Records the evidence, model output, policy constraints, terms offered and alternatives rejected.
Route claims fraud to the best review
Claims fraud control loses value when every weak signal becomes manual review. A claim may show exaggeration, fabrication, duplicate evidence, staged event risk or inconsistency. It may also be unusual for a legitimate reason.
Decision Deck separates actionable claims risk from weak or noisy signals.
Components used
- Predictive models
Estimate fraud, exaggeration, duplication, inconsistency and recovery likelihood.
- Matching Block ↗
Links claimant, policy, incident, documents, repairer, provider, prior claims and related entities.
- Noise Resilience ↗
Keeps weak or incomplete signals from becoming unnecessary review.
- Risk Stratification ↗
Separates no material concern, monitor, standard review, urgent review and specialist investigation.
- Case Triage ↗
Routes investigator time to the claims where evidence, value or consequence justify attention.
- Evidence Vault ↗
Records why the claim was flagged, reviewed, escalated or cleared.
Make claims decisions easier to approve and defend
Claims decisions are challenged when the evidence path is unclear. The customer needs the right outcome. The insurer needs policy compliance, fair handling and a clear record of why the claim was paid, reduced, referred or declined.
Decision Deck connects policy, evidence and claim context before the claims action is taken.
Components used
- Policy Dynamics ↗
Applies policy wording, coverage rules, exclusions, limits, referral rules and approval authority.
- Matching Block ↗
Connects claim evidence, policy details, customer history, incident data, supplier input and prior decisions.
- Recommendations Block ↗
Selects the next claim action: approve, pay, reduce, request evidence, refer, investigate, decline or escalate.
- Exception Handling ↗
Stops the normal path when evidence conflict, vulnerability, high value or policy ambiguity makes the decision sensitive.
- Evidence Vault ↗
Records what was known, which policy applied, what uncertainty remained and why the claims action followed.
Treat vulnerable customers with the right handling
Insurance decisions can affect customers at difficult moments. A customer making a claim, renewing cover, facing premium change or dealing with disputed evidence may need adjusted communication, support or specialist handling.
Decision Deck identifies when customer circumstance changes the appropriate treatment.
Components used
- Behavioural Dynamics ↗
Reads complaint signals, contact history, claim journey friction, disclosure, support needs and service interaction patterns.
- Predictive models
Estimate vulnerability indicators, complaint risk, harm risk and consequence of standard treatment.
- Case Triage ↗
Routes sensitive, uncertain or high-consequence cases to the right team.
- Policy Dynamics ↗
Defines when adjusted communication, support, review or escalation is required.
- Evidence Vault ↗
Records the signals, treatment decision, policy basis and reviewer action.
Test product, pricing and policy change before rollout
A change to premium, commission, wording, underwriting appetite, claim rule or distribution route can alter value quickly. It can improve performance. It can also create poor-value outcomes, complaints, conduct risk or portfolio imbalance.
Decision Deck tests product, pricing and policy changes against decision evidence before deployment.
Components used
- Simulation
Tests product, pricing, claims and distribution changes against historical and live populations.
- Predictive models
Estimate impact on value, margin, claims cost, complaints, conversion, retention and vulnerable customer outcomes.
- Policy Dynamics ↗
Versions underwriting, pricing, claims, product governance and fair value rules.
- Monitoring
Shows what changed after rollout and where results differ from expectation.
- Evidence Vault ↗
Links every product, pricing or claims decision to the policy and model version active at the time.
Govern insurance decisions from product value to claims outcome
Decision Deck helps insurers improve the decisions that shape portfolio quality, customer outcomes, claims cost and regulatory confidence.
Use it to manage product governance, underwriting, pricing, claims review, fraud detection, vulnerable customer treatment and policy change with stronger decision evidence.