AWS Commercial and Professional Services Global

Ubidy

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Ubidy is a global recruitment marketplace that connects enterprises with niche recruiting agencies to quickly fill complex roles. To stay on the cutting edge of LLM technologies, the company chose to migrate from OpenAI to AWS and utilize generative AI on AWS services.

10 seconds
95 percent

Reported impact

Business outcome

Initial results show that Ubidy’s application has achieved a 95 percent reduction in the time required to evaluate CVs. Previously, after submitting job descriptions to Ubidy, corporate recruiting clients would receive dozens of candidates with varying degrees of fit; now, they only receive the top-ranked CVs based on the quality of fit for the job.

Solution

Ubidy is a global recruitment marketplace that connects enterprises with niche recruiting agencies to quickly fill complex roles. To stay on the cutting edge of LLM technologies, the company chose to migrate from OpenAI to AWS and utilize generative AI on AWS services. Ubidy was already in the midst of migrating its infrastructure from another cloud provider to Amazon Web Services (AWS). Evan Shellshear, who had recently joined Ubidy as managing director and chief executive officer, had long been an AWS customer and advocated for the platform’s range of tooling in fields including generative artificial intelligence (generative AI). “If you look at all the releases and activities underway in the generative AI space, it’s clear that the breadth and depth of AWS offerings in a given period of time is consistently greater than any competitor,” Shellshear says.

Solution architecture

3 components · 1 layer
  1. Compute
    • Amazon Bedrock Hosts the foundation models and generative AI application logic.
    • Amazon SageMaker Supports model training, tuning, deployment, or managed ML inference.
    • Amazon Elastic Compute Cloud Provides scalable compute capacity for application services or AI workloads.

Architecture clues

  • The software specialist focuses on connecting businesses with top-tier talent across various industries and regions via boutique, niche, and specialized recruitment agencies around
  • With data centers and AWS regions around the globe, Ubidy easily meets data residency and latency requirements.

Evidence from the source

Evan Shellshear, who had recently joined Ubidy as managing director and chief executive officer, had long been an AWS customer and advocated for the platform’s range of tooling in fields including generative artificial i
To stay on the cutting edge of LLM technologies, the company chose to migrate from OpenAI to AWS and utilize generative AI on AWS services.
Ubidy is a global recruitment marketplace that connects enterprises with niche recruiting agencies to quickly fill complex roles.
Ubidy was already in the midst of migrating its infrastructure from another cloud provider to Amazon Web Services (AWS).
Using proprietary artificial intelligence (AI) pipelines, Ubidy matches global candidates with highly specific job opportunities at a fraction of the cost and time required to fill such roles via traditional large-scale
was born in 2016 as an online, business-to-business (B2B) recruitment marketplace connecting enterprises with specialist agencies across the globe.
Transparency Evidence & methodology 86/100 reference value · 85% confidence · 1 source

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value86/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth15/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity16/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact25/25
    2 metrics describe measurable impact.
  • Deployment scale10/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence85%
  • Source authority20/25
    The main evidence is an official vendor-published customer story.
  • Claim traceability21/25
    10 of 12 key fields link to a named source.
  • Direct evidence20/20
    6 direct source quotes retained.
  • Date provenance8/10
    The publication date comes from publisher-controlled metadata.
  • Source transparency8/10
    1 source reference document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity8/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. AWS

    Ubidy customer story

    First-party
    https://aws.amazon.com/solutions/case-studies/ubidy-case-study
    Source type
    Vendor-published customer story
    Published
    Jan 1, 2024
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes
    • Publication date

Date evidence

Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.