Case Studies

AI that performs in production

Selected engagements across our three service pillars. Each one represents AI strategy, infrastructure, or a digital product built for organizations that needed senior practitioners delivering at the pace their business required.

Showing all studies
HealthTech Data & Platforms
Cloud infrastructure rebuild for a digital health platform to enable secure and scalable deployments.

A ground-up AWS rebuild delivering properly segmented environments, role-based access controls, automated deployment pipelines, and full audit logging for a healthcare platform that could previously not be safely updated, tested, or audited.

HealthTech AI Products
Rebuilding a healthcare platform from fragile codebase to market-ready product.

A three-phase stabilization, subscription build, and cross-platform rebuild that moved a fragile inherited codebase to a stable, tested, and market-ready product with iOS and Android support delivered within a one-month subscription MVP window.

HR Technology / People Analytics Data & Platforms
From platform build to acquisition by a major HR technology company.

A predictive people analytics platform built from the ground up with multi-source data aggregation, industry-specific modeling, and prescriptive intelligence, acquired by a major HR technology company in 2021 as validation of its technical and commercial quality.

HR Technology AI Products
Launching a multilingual employee assessment platform in seven months for a first-time founder.

A cloud-based assessment delivery platform built from scratch in seven months, with multilingual support across five languages and an industry-first text notification feature, deployed on schedule without exhausting a startup budget.

Case Study AI Products
Building an AI-powered talent acquisition platform for a next-generation recruiting company.

An integrated AI recruitment platform spanning workforce intelligence, predictive analytics, sourcing, screening, and candidate engagement, translating a data-driven hiring vision into a functioning product where each layer informs the next.

Social Media Technology AI Products
Scaling a geolocation video platform nationally and launching version 2.0 in weeks.

A development team established in India in weeks and a version 2.0 application built and distributed through the Google and iOS app stores, moving a regionally contained community platform to national distribution without a multi-year infrastructure build.

HealthTech AI Products
Building an AI-powered virtual care platform for a next-generation digital health company.

A digital health company set out to build a virtual care platform that served both patients and providers through a single intelligent system. The scope was significant: patient-facing workflows including symptom assessment and intake had to operate alongside provider-facing tools for research, diagnosis support, and medical coding, all powered by AI and built to function reliably in a regulated healthcare environment. Every output the platform produced needed to meet a standard that clinicians could trust and act on, which meant accuracy and compliance had to be designed in from the start rather than validated after the fact.

Financial Services / Tax Technology Data & Platforms
Reducing manual processing by 40 percent for a tax credit platform through workflow automation and API development.

A connected three-layer system covering screening, API integration, and state-level submission automation that reduced manual intervention by 40 percent and transformed a fragmented, volume-constrained workflow into a scalable processing platform.

eCommerce AI Products
Keeping a consumer eCommerce platform operational around the clock for a lean startup team.

A dedicated, always-available development team that replaced a revolving door of project-based contractors with continuous platform knowledge, around-the-clock coverage, and a Christmas peak recovery completed in under 24 hours.

SMB Technology AI Products
Building an all-in-one SMB technology platform on time and within budget for an early-stage startup.

A precisely matched developer integrated directly into the founding team, delivering meaningful platform progress within the first two months and replacing a vendor relationship that had been slowing the business down with one that accelerated its path to market.

Education AI Products
Scaling a global education platform across markets without in-house technical capacity.

A flexible, ongoing technical and marketing capability that grew with the business, supporting multiple platform launches, a rapid virtual pivot during COVID-19, and international expansion without requiring the client to build or maintain internal technical headcount.

HR Technology AI Products
Building a fully owned vendor management platform at half the development cost.

A ground-up vendor management system built with domain-specific developers at half the cost of onshore development, delivering more progress in twelve months than two years of prior work and giving the client full ownership of a platform the market had not offered before.

HR Tech AI Products
Building an AI-Powered Video Interviewing Platform That Evaluates Thousands of Candidates in an Hour

A hiring technology company set out to solve two of the most persistent and costly problems in talent acquisition. First, the time it takes to move candidates through a traditional interview process consistently delays filling critical roles and creates a competitive disadvantage for organizations competing for the same talent. Second, the quality of hiring decisions suffers when evaluators are overwhelmed by volume, inconsistent in their assessment approach, or limited to surface-level signals like resumes and brief conversations. The client needed a platform that could conduct structured, multi-dimensional candidate assessments at a scale no human interview team could match, without sacrificing the depth of evaluation that good hiring decisions require.

HR Technology AI Strategy
Scaling a global talent management platform without the internal overhead.

An end-to-end operational partnership covering product development, quality assurance, multilingual customer support, and global sales engineering, enabling a talent management platform to scale across markets without building those functions internally.

HR Technology AI Products
Delivering an HR marketplace platform on time and under budget for an early-stage startup. 

A fully operational multivendor HR marketplace built from the ground up during a compressed timeline, with integrated e-commerce, CRM automation, and a front-end the client's team could manage independently from day one.

Fitness Technology AI Products
Scaling playlist production without growing headcount for a leading fitness audio platform. 

A music intelligence and transition system that produces curated workout playlists at scale, replacing the human DJ bottleneck while preserving the curation standard the platform was known for.

HR Technology AI Products
Building an AI-powered recruiting platform for a talent acquisition startup on a constrained budget. 

An integrated development model that gave a talent acquisition startup access to the analytics, development, and design expertise its platform required, closing a skills gap that domestic hiring could not solve at a cost the business could sustain.

Knowledge Sharing Technology AI Products
Scaling development and testing capabilities without overhead for a patented knowledge-sharing platform. 

A development and testing model embedded directly into the client's workflow, replacing an unreliable contractor rotation with consistent, security-first delivery and the operating discipline an enterprise-grade product demands.

10+
Years delivering technology engagements
100+
Projects delivered across our service lines
90+
Clients across five primary verticals
4
Global delivery regions across nine countries
Industries served: HealthTech HR Technology / People Analytics HR Technology Case Study Social Media Technology Financial Services / Tax Technology eCommerce SMB Technology Education HR Tech Fitness Technology Knowledge Sharing Technology
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