Recover municipal revenue with greater precision.
Distinguish genuine vulnerability from avoidable non-payment, then intervene before arrears become entrenched.
Discuss cities →SimONE by Ubiquity AI
SimONE combines banking-grade AI, real-time vulnerability scoring and adaptive journeys to help institutions intervene earlier and recover better.
The information gap
Traditional systems see a missed payment. They rarely see the event that caused it, or what could restore payment behaviour.
SimONE distinguishes temporary stress, structural vulnerability and avoidable non-payment, then adapts the journey.
Vulnerability intelligence becomes useful when it changes the message, timing, channel and escalation path.
How SimONE works
A guided conversational journey captures structured context, calculates vulnerability in real time and adapts the next step within institutional policy.
A low-friction WhatsApp journey meets the customer where they already are.
Structured questions reveal payment stress, household shocks and willingness to resolve.
FVRSI turns each response into a live financial vulnerability signal.
The journey, message and escalation path change as the customer profile changes.
Outcomes improve segmentation, journey design and future interventions.

Financial Vulnerability Risk Scoring Index
FVRSI combines observed behaviour and structured conversational data to reveal risk that a billing or loan ledger cannot see on its own.
The internal vulnerability score informs segmentation and journey logic. It is not shown to the customer.



Adaptive engagement
The customer is not pushed through a fixed script. SimONE adjusts the depth, language, timing and next action as new information arrives.
AI informs scoring, segmentation and journey adaptation. Consequential actions remain constrained by deterministic institutional rules.
One intelligence layer. Three revenue environments.
Distinguish genuine vulnerability from avoidable non-payment, then intervene before arrears become entrenched.
Discuss cities →Add customer context to portfolio signals, improve digital engagement and protect long-term repayment behaviour.
Discuss lenders →Separate inability, disruption and avoidable non-payment to improve recovery while protecting essential services.
Discuss utilities →Banking-grade AI today
SimONE separates probabilistic intelligence from consequential action. This contains hallucination risk, preserves auditability and lets institutions operate amid changing regulation.
Compliance by design
Data residency, access control, traceability and policy constraints are treated as product requirements from the first architecture decision.
Proof
Evidence from a 15,000-account champion-challenger programme, including a 5,000-account Ubiquity cohort.
Regulated credit
SimONE demonstrated that structured digital engagement can create both better customer context and measurable recovery outcomes.
Commercial readiness
SimONE operates as an intelligence and engagement layer, allowing institutions to preserve their existing ledger and operational systems.
Founder's thinking
“I write about the forces that quietly reshape household balance sheets, institutional risk and public policy. Because a rate hike in one market can become a missed payment thousands of kilometres away.”
— Kaveer Beharee
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Clear answers
SimONE is an intelligence layer that helps cities, retail lenders and utilities understand financial vulnerability, adapt customer journeys and select a governed next action before traditional collections escalation.
The Financial Vulnerability Risk Scoring Index combines structured conversational responses with observed behaviour to produce a dynamic vulnerability signal. It supports segmentation and journey decisions and is not presented to the customer.
No. SimONE sits before and alongside existing systems. It adds customer context, vulnerability intelligence and adaptive engagement without requiring an institution to replace its core ledger.
AI supports analysis, scoring, segmentation and journey adaptation. Consequential customer actions remain governed by deterministic policy rules, with traceable inputs and outputs.
Start before collections
Explore how SimONE can add vulnerability intelligence and adaptive engagement to your revenue environment.
Book a product demonstration