Wishtree Technologies

A retail SaaS platform migrated to AWS with zero disruption

Cloud Engineering

Illustration of a SaaS platform migrated to AWS with cloud architecture, server configuration, autoscaling, and performance monitoring dashboards.
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The
Overview

A retail SaaS provider was trapped by outdated on-premise infrastructure. Wishtree partnered with them to execute a phased migration to AWS using a combination of rehosting and replatforming strategies.

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Problem
Statement

The client’s on-premise systems were a competitive disadvantage. They needed to move to the cloud, but could not afford downtime or data loss.

Highlights

Zero disruption migration

100%

Data fidelity

42%

Lower cloud costs

99.99%

Uptime achieved

Autoscaling enabled

Modern SaaS foundation

 

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Agentic AI refers to autonomous, goal-driven software agents that act with
limited human input to optimize specific goals like pricing, forecast demand,
and detect fraud in real time.

 

About Client

A retail SaaS provider serving hundreds of merchants with mission-critical applications. Their on-premise infrastructure was aging, expensive to maintain, and unable to scale during peak shopping seasons.

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Challenges
  • On-premise infrastructure had high total cost of ownership.
  • Feature releases took months due to manual provisioning and testing.
  • Peak shopping seasons caused performance degradation and near-miss outages.
  • Scaling required purchasing hardware months in advance.
  • Any migration risked downtime or data loss, unacceptable for customer-facing SaaS.
  • Legacy architecture was not designed for cloud-native benefits like autoscaling.
Solution
  • Designed a phased migration strategy combining rehosting (lift-and-shift) for stable components and replatforming for optimized performance.
  • Executed migrations in waves, validating each phase before moving to the next.
  • Implemented AWS infrastructure including EC2 for compute, RDS for managed databases, and S3 for scalable storage.
  • Replatformed key components to take advantage of AWS managed services, reducing operational overhead.
  • Configured autoscaling to handle demand spikes automatically without manual intervention.
  • Built high-availability architecture across multiple availability zones for 99.99% uptime.
  • Established continuous data replication during migration, ensuring 100% data fidelity with zero loss.
AI in Action
  • Migration planning used data analysis to identify dependencies and sequence workloads for minimal risk.
  • Autoscaling policies were tuned based on historical traffic patterns. This ensured seamless handling of peak seasons.
  • Post-migration, continuous cost analysis identified further optimization opportunities.

Core Features

Phased migration strategy

Rehosting (Lift-and-Shift)

Replatforming

AWS foundation

Continuous data replication

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Impact

  • 100% data fidelity
  • 42% lower cloud costs in the first quarter alone
  • 99.99% uptime achieved 
  • Zero business disruption
  • Autoscaling enabled
  • Feature release cycles accelerated 
  • Hardware maintenance eliminated
  • Modern foundation ready
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Why Wishtree

Wishtree specializes in cloud migrations that deliver immediate cost savings and long-term value – with zero disruption to live business operations.

For this retail SaaS client, we:

  • Migrated with 100% data fidelity and zero downtime
  • Delivered 42% cost savings in the first quarter
  • Enabled 99.99% uptime through high-availability architecture
  • Built a modern foundation with autoscaling and managed services