AI-powered AdTech trusted by AdAge 100 brands

A programmatic advertising SaaS trusted by AdAge 100 brands like Microsoft, Audible, and Verizon leverages our engineering solutions to modernize its technology platform and products. The solutions introduced by AgileEngine bring enhanced performance and GenAI functionality to business-critical directions like campaign audit, analytics, and optimization.

Industries

AdTech, Advertising, Marketing, B2B, SaaS

Services

AI engineering, Data engineering, Full-stack development, UI development, Backend development

Solutions

AI, Data pipeline, B2B application, UI architecture, Product architecture, API, System optimization

Technologies

Python, AWS, Amazon Sagemaker, Pytorch, Golang, TypeScript, PHP, Symfony, Laravel, Node.js, Express.js, React.js, Angular.js, Vue.js, Java, Spring, CloudFormation, Docker, MySQL, PostgreSQL, Kafka, RabbitMQ, Elasticsearch, Helm, Chrome Headless, MongoDB, Grafana, Prometheus, Kubernetes

Outcomes
and highlights

Solutions overview

Transforming AdTech with microservices, AI, and more

The ad audit application built by AgileEngine sped up the client’s time-to-spend for incoming creatives from days to approximately one hour. Our engineers also rearchitected the company’s core system and API, enabling it to handle traffic spikes at the scale of premium publishers like CNN, BBC, and Buzzfeed. Building on this foundation, our AI Studio introduced multiple solutions based on leading-edge GenAI and ML technologies like RAG, LMMs, computer vision, and more.

Key deliverables

Advertisement audit system implemented from scratch, reducing the time-to-spend for incoming creatives

GenAI and ML solutions for ad optimization, categorization, metadata generation, and more

Ad audit app UI and other web applications built from scratch with a focus on extensibility and scalability

Main API decentralization into microservices replacing a monolithic legacy architecture and enabling more effective management of traffic spikes

Features for backend microservices written in PHP, Node.js, and Java

Flagship web app migration from Angular.js to React.js

Company-wide standard for technical specifications reducing scope creep

Driving the client’s product from a prototype to a stable release

Boosting ad campaign impact with LLMs, LMMs, computer vision, and more

The AI/ML systems delivered by AgileEngine utilize object detection models and image clustering algorithms, bringing computer vision to ad analytics and optimization. Our experts took ownership of model design, training, and optimization while also handling the infrastructure needed to run AI/ML tools.

Key deliverables

Computer vision models detecting overlaid graphics and text, clustering images belonging to the same scene, and searching for specific objects in videos

RAG (Retrieval Augmented Generation) service leveraging LMMs (Large Multimodal Models) and embeddings to categorize web ads based on the IAB Ad Product Taxonomy

Proof-of-concept pipelines for connected TV content analysis complete with recognition of emotion from speech, audio tagging, and facial analysis

In-house AI/ML models training, optimization, and deployment with R&D experiments involving state-of-the-art models leveraging the AWS infrastructure

In-house dataset manager and evaluation pipelines supported by MySQL and Github Actions, expediting AI solutions development

PoC of a markers system storing diverse data extracted from video content, enabling flexible querying and search, both programmatically and through a user interface

Data cleaning and labeling — including the dedicated processing of Spanish language content yielding focused datasets used in the markers system

Collaboration with the client’s product team on planning and the architecture/design of machine learning solutions

Design and analysis of metrics for the evaluation of product features and their impact

Technologies

See more success stories

The Baltimore Banner: AWS-based data and AI solutions driving subscription growth

Monarch Master Injectors

From an IndieGoGo MVP to a full-featured cancer research platform

Our AI and Data Studios provide 360-degree coverage for projects involving artificial intelligence, large-scale analytics, and scalable data infrastructures. We are a go-to vendor to multiple Fortune 500 brands that see up to 3X higher engineering ROI with AgileEngine compared to local experts.

Accelerate your AI transformation with AgileEngine

Nearshore, offshore, or onshore? Comparison of software development models and their business impact

AI-powered AdTech trusted by AdAge 100 brands

Industries

Services

Solutions

Technologies

Outcomes and highlights

Solutions overview

Transforming AdTech with microservices, AI, and more

Key deliverables

See more success stories

The Baltimore Banner: AWS-based data and AI solutions driving subscription growth

Monarch Master Injectors

From an IndieGoGo MVP to a full-featured cancer research platform

Our AI and Data Studios provide 360-degree coverage for projects involving artificial intelligence, large-scale analytics, and scalable data infrastructures. We are a go-to vendor to multiple Fortune 500 brands that see up to 3X higher engineering ROI with AgileEngine compared to local experts.

Outcomes
and highlights