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Case Study | AI-Powered Tenant Screening & Rental Management Platform

AI-Powered Tenant Screening & Rental Management Platform

PropTechInsurTechAI Tenant ScreeningSaaS Platforms

FiftyFive stabilized a multi-persona PropTech and InsurTech SaaS platform with AI-driven tenant assessments and Stripe-powered billing. FiftyFive improved assessment accuracy by 35% and cut manual model management by 80%.

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Client Overview

Scaling PropTech & InsurTech SaaS

The client operates a multi-persona PropTech and InsurTech SaaS platform serving landlords, agents, tenants, and partners in one unified environment. Through the platform, users purchase insurance products, run AI-driven tenant assessments, and manage subscriptions across multiple properties. As the client scaled to 8+ insurance products across 10+ insurance partners, FiftyFive was engaged as the engineering and QA partner to stabilize the architecture, strengthen payment reliability, and enable subscription-led growth.

Challenges

The Challenges That Started It All

FiftyFive inherited a fast-growing platform where insurance, assessment, and billing flows had grown disconnected. Supporting more products and partners introduced operational complexity, payment fragility, and high regression risk across every persona.

  • The platform needed reliable role-based access control spanning Landlord, Agent, Tenant, and Partner personas, each with distinct permissions, workflows, and dashboard states that had to stay consistent as the product changed.
  • Orchestrating a single, coherent purchase experience across 8+ insurance products and 10+ insurance partners required consolidating fragmented flows and complex pricing logic, including bundled insurance and incremental rent-protection charges.
  • Stripe had to support one-time, monthly, and yearly subscriptions with 3DS authentication and predictable handling of failure scenarios, while Rewardful referral tracking had to be integrated without disrupting revenue-critical payment flows.
  • AI-driven tenant assessment needed automation and shortlisting alongside account-level quota enforcement, so usage stayed governed and predictable across accounts.
  • Product updates risked breaking legacy users, so policy snapshots had to be preserved. Frequent partner, pricing, and product changes, combined with UI state inconsistencies and dashboard sync issues, created high regression risk on every release.
Solution

The Solution We Delivered

FiftyFive delivered full-cycle custom software development to modernize the platform's architecture and make subscription-led growth safe to scale. FiftyFive re-established clean role-based foundations, unified commerce and billing on Stripe, automated AI-driven tenant assessments, and hardened the platform with regression-grade QA automation. Every change was designed to reduce operational complexity while protecting revenue-critical flows and preserving backward compatibility for existing users.

Role-based architecture and persona handling

FiftyFive rebuilt access control around a metadata-driven persona model so each user type gets the right permissions and workflows.

  • Role-based architecture spanning Landlord, Agent, Tenant, and Partner personas.
  • Metadata-driven persona handling with Clerk-based authentication and role storage.
  • Consistent, permission-scoped journeys for every persona.

Unified commerce and Stripe billing

FiftyFive consolidated purchasing into unified insurance APIs and made payments reliable across one-time and recurring models.

  • Unified insurance purchase APIs for one-time and subscription billing.
  • Stripe integration with 3DS handling and automated failure-scenario testing.
  • Rewardful backend logic integrated for referral attribution and rewards tracking, without disrupting payment flows.

AI-driven tenant assessment

FiftyFive automated the tenant assessment workflow while keeping usage governed at the account level.

  • AI-driven tenant assessment workflows with automated shortlisting.
  • Account-level quota enforcement for predictable, governed usage.

Pricing, bundling, and policy integrity

FiftyFive refactored the commercial engine to handle complex, multi-product pricing without breaking existing customers.

  • Refactored pricing and calculation engines for multi-product bundles and incremental charges.
  • Policy snapshot services to preserve backward compatibility for legacy users after product updates.

QA automation and UI stabilization

FiftyFive built regression protection and standardized the interface so frequent product changes ship safely.

  • QA automation strengthened with Python, Selenium, and Pytest regression suites.
  • Stabilized dashboards and standardized UI terminology for consistent user journeys.
  • Reduced release risk across frequent partner, pricing, and product changes.
Tech Stack

Tools That Powered the Build

Payments

Stripe3DS AuthenticationOne-Time BillingMonthly SubscriptionsYearly Subscriptions

Authentication & Roles

ClerkMetadata-Driven RolesRole Storage

QA Automation

PythonSeleniumPytest

AI / Assessment

AI-Driven Tenant AssessmentAutomated ShortlistingAccount Quotas

Referrals

Rewardful
5 People

Team structure

1

Project Manager

1

Frontend Developer

1

Backend Developer

1

Data Scientist

1

QA Engineer

The Outcome

Results That Speak Clearly

Project DurationJul 2024 – ongoing

FiftyFive stabilized the platform and enabled subscription-led growth across every persona. The result is a unified, reliable system that scales with new products and partners while keeping payments, assessments, and releases dependable.

35% higher tenant assessment accuracy

FiftyFive's AI-driven assessment workflows improved tenant screening accuracy by 35%, giving landlords and agents more dependable, automated shortlisting across accounts.

80% less manual effort

FiftyFive reduced manual model management by 80%, freeing the team from repetitive maintenance and lowering operational overhead as the platform scaled.

10+ insurance partners onboarded

FiftyFive's unified, multi-product purchase journeys enabled scalable onboarding of 10+ insurance partners across 8+ insurance products, supporting subscription growth and partner confidence.

Reliable, recurring revenue

FiftyFive's Stripe integration increased revenue continuity across one-time and subscription flows, including secure 3DS handling, while automated regression testing reduced release risk and improved platform stability.

Support

Frequently Asked Questions

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A multi-persona SaaS platform serves several distinct user types, such as landlords, agents, tenants, and partners, within one system. Each persona has its own permissions, workflows, and dashboards. In PropTech and InsurTech, this lets one platform handle insurance purchases, tenant assessments, and subscription management across every role.

Role-based access control assigns permissions based on a user's role rather than their individual identity. Each persona, such as landlord, agent, tenant, or partner, sees only the workflows and data relevant to them. A metadata-driven model with authentication providers like Clerk keeps access consistent as the product evolves.

Stripe powers one-time, monthly, and yearly subscription billing in a SaaS platform, handling recurring charges, payment authentication, and failure scenarios. Integrating 3DS ensures secure customer authentication, while automated failure-scenario testing keeps revenue-critical flows reliable across bundled products and multiple pricing models.

3DS (3D Secure) is an authentication layer that verifies a customer during online card payments, reducing fraud and payment failures. For SaaS platforms, correct 3DS handling protects revenue continuity, meets regulatory expectations, and keeps one-time and subscription payments secure without adding unnecessary friction.

AI improves tenant screening by automating assessments and shortlisting, so landlords and agents evaluate applicants faster and more consistently. AI-driven workflows can raise assessment accuracy, apply account-level quotas to govern usage, and reduce manual effort, making rental management more scalable across multiple properties.

You integrate multiple insurance products and partners by building unified purchase APIs that consolidate fragmented flows into one experience. A flexible pricing engine handles bundled products and incremental charges, while consistent onboarding lets the platform scale to many partners without rebuilding commerce logic each time.

You add referral tracking by integrating tools like Rewardful at the backend, attributing referrals and rewards separately from the core payment process. Keeping referral logic decoupled from revenue-critical Stripe flows ensures attribution works accurately while checkout, subscriptions, and billing remain stable and reliable.

QA automation is important because SaaS platforms change frequently through new partners, pricing, and products, each carrying regression risk. Automated regression suites built with Python, Selenium, and Pytest catch breakages early, reduce release risk, and keep dashboards and user journeys stable across every deployment.

You maintain backward compatibility by preserving policy snapshots so existing users keep their original terms after product updates. Snapshot services capture prior states, letting the platform evolve pricing and products for new users while protecting legacy customers from unexpected changes to their active policies.

Full-cycle custom software development includes architecture, backend and platform engineering, payment and integration work, AI features, and QA automation. For a SaaS platform, it covers role-based design, commerce and billing, third-party integrations, and regression protection, delivering a stable, scalable product ready for growth.

Cost depends on scope, including the number of personas, insurance products, integrations, AI features, and QA coverage required. FiftyFive scopes each engagement to the platform's complexity and growth goals, and offers a two-week free proof of concept so you can validate the approach before committing.

Yes. You can hire a dedicated engineering and QA team to build or stabilize an AI-powered PropTech or InsurTech platform. FiftyFive provides custom software development, payment and integration engineering, AI assessment workflows, and QA automation, with flexible engagement models and time-zone-aligned delivery.

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