ATO
Delivering Memorable User Experiences for Business Success
Welcome to ATO
Delivering Memorable User Experiences for Business Success
About
Nearly a decade of experience building and deploying business-critical web applications and scalable proof-of-concept solutions across on-premise, cloud, and hybrid environments. The focus: empowering businesses to automate internal processes and uncover solutions that fuel growth. Leveraging cutting-edge technologies like AI, machine learning, and cloud-native architectures to optimize operations, enhance decision-making, and stay ahead in competitive markets. Extensive experience spans collaborations with businesses of all sizes — from ambitious startups to established enterprises. Specializing in helping organizations navigate fast-paced, agile environments by delivering reliable, scalable, and efficient software solutions.
Professional Services
Services crafted to guide you through every stage of the product journey. From early-stage strategy to full-scale development and continuous improvement. Whether you're starting with a rough concept or scaling an existing solution, we bring clarity, execution, and technical excellence every step of the way.
Product Strategy & Architecture
Turn raw concepts into resilient product strategies. From early discovery to technical architecture, helping to shape ideas into scalable, market-ready solutions.
Full-Cycle Product Development
End to end development and deployment of robust, user-focused products from the ground up. Delivering solutions that are resilient and production-ready.
Enhancement & Feature Expansion
Optimize, refactor, and extend existing systems to unlock new capabilities and better align with evolving user and business needs.
AI Service Offerings
Going beyond buzzwords to build useful, intelligent systems that work in the real world. Whether you're experimenting or scaling, the right techniques get applied to your data, product, and workflow.
Agentic Application Design & Deployment
Design and deployment single and multi-agent systems, crafting the identify of an agent before assigning its tools & tasks with clear boundaries to minimise handover errors.
RAG Pipelines & Retrieval Systems
Building retrieval pipelines that ground LLMs in your private data, combining semantic search, chunking strategies, and reranking to deliver accurate, context-aware responses at scale.
AI Backend Architecture & Development
Architecting the infrastructure that powers your AI product, selecting the right models for each use case, structuring effective prompts, and building backends that are reliable, cost-efficient, and easy to scale.
Reliable Deployment at Scale
Deploying AI solutions with a focus on high availability and scalability - containerising services, managing infrastructure on cloud platforms like GCP and AWS, and ensuring systems hold up under real-world load.
Development Toolkit
Delivering dynamic solutions that drive meaningful and scalable business outcomes through cutting-edge web development, devops and cloud native technologies:
Recent Projects
A summary of recently completed projects from building custom AI/ML and cloud-native web applications that seamlessly integrate with third-party services, to deploying containerized applications across serverless or Kubernetes environments.
Stock Due Dilligence
An agentic platform that transforms raw financial statements into clear, analyst-grade breakdowns of balance sheet, cash flow, and income statements using a multi-agent pipeline built on the OpenAI Agents SDK. Led full delivery from concept to working product, demonstrating how agentic AI can provide accurate, unbiased, production-grade financial health reports
React
Next.js
Python
OpenAI Agents SDK
Firebase
Stripe
GCP Cloud Run
AIOps Incident Management
A predictive analytics and machine learning platform for a managed IoT provider, turning warehouse sensor data into operational intelligence on structural monitoring, device health, and forklift activity through an agentic chatbot interface. Replaced manual, schedule-based H&S monitoring with AI-driven anomaly detection and automated inspection triggers, directly reducing compliance risk across logistics and industrial facilities
Python
Pandas
Scikit-learn
Model Context Protocol (MCP)
FastMCP
GCP Cloud Run
WeDYOR
A private due diligence platform which provides custom reports on companies leveraging blockchain technology, particularly in areas such as GameFi, DeFi, and DAO. Offers subscription-based access to a repository of reports on various crypto companies. Silver members get access to pre-published reports and dilligence ratings, and Gold members are offered the additional feature of requesting personalized reports.
React
TailwindCSS
Next.js
Typescript
Firebase
Stripe
Netlify
Business Case Drafting Assistant
An LLM-powered document generation tool semi-automating the creation of business case first drafts by reasoning over uploaded templates, historical documents, and structured user inputs to produce consistent, defined outputs. Delivered via a React/TypeScript frontend backed by PostgreSQL, reducing time-to-draft and reliance on individual user knowledge.
React
TailwindCSS
Next.js
Typescript
ChromaDB
Python
Docker
Bill of Materials AI Generator
Creation of two virtual assistants to streamline the sales process for a global supplier of music-instrument accessories and pro-audio equipment. Leveraging AI to process internal documents and product specifications, one assistant provides detailed answers to complex product queries, enabling informed decisions, while the other generates tailored Bills of Materials (BOMs) based on venue size, budget, and stock availability.
React
TailwindCSS
Next.js
Python
PostgreSQL
ElasticSearch
Firebase
TogetherAI
Retrieval Augmented Generation (RAG)
Digital Avatar
A conversational generative AI solution that gathers information from the client's internal and external applications, presenting it to users through a digital avatar. The avatar utilizes speech-to-text and text-to-speech capabilities and integrates with Elastic, a document processing and Natural Language Understanding platform, via an API. The API was containerised and deployed onto AWS Lambda, ensuring smooth integration and high availability.
Python
Docker
AWS Lambda
ElasticSearch
Retrieval Augmented Generation (RAG)
Testimonials
Here are a few endorsements from previous collaborations with clients and development teams, exemplifying the commitment to delivering excellence and maintaining professionalism.
"It was a pleasure collaborating with Deri on a highly time-constrained project that often felt like it had impossible deadlines. Her technical expertise was evident throughout the process, whether in OpenShift, web development, APIs, or other areas. The solutions delivered were well-organized, easy to understand, and highly efficient, making the entire experience seamless and productive."
Luke C
Development Lead
"The project was complex, with many interconnected components, and Deri played a crucial role in bringing everything together. Her dedication to the project's success was clear, consistently making themselves available to support the team and ensure progress at every step."
Josh B
Product Manager
"Deri has a fair approach of working, making it so easy to communicate with. She is a reliable, highly competent professional who has made significant impact to the team and the project as an entirety. There is no doubt that both the team and I enjoyed having Deri and her team as the devops resource for this project."
Shivali M
Project Lead
"This was a technically challenging project, requiring the use of technology outside of our core portfolio, yet the team built strong credibility with the client by thoroughly understanding their operations, adopting their terminology, and delivering a dynamic demo that continually evolved to meet their detailed requirements. The client's positive reception was a testament to ATO's adaptability and commitment to delivering value"
Afreen H
Account Technical Lead
"Overall, I really enjoyed working with Deri as the lead front-end developer. She brought a ton of expertise to the project, and her personal organisation and timely releases kept things running smoothly."
Ewan M
Senior UX Designer
Get in touch
Have a project that could benefit from expert guidance in web development, cloud solutions, or AI-driven automation? Whether you're looking to optimize internal processes, develop cutting-edge applications, or implement scalable DevOps strategies, we are here to help.
Reach out with your inquiries or to schedule a consultation.
aderinsola@ato.london
London, United Kingdom
Available for new projects