Services

Data Engineering
Services

Thought and Function specializes in the delivery of customised, cutting-edge solutions for AI and Data Science use cases on GCP and AWS.

Our data engineering team will work with you to audit your data pipeline and build a data infrastructure that suits your needs, empowers your data scientists and business analysts, and allows you to scale seamlessly.

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Python
Spark
Cloud functions
BIGQUERY
ARGO workflows
AWS GLUE
REDSHIFT
AWS
Azure
react
react native
next.js
graphQL
node.js
.net
GSP
AWS
Azure
react
react native
next.js
graphQL
node.js
.net
GSP
AWS
Azure

Data Engineering services

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Data Strategy


Strategic Definition
We conduct a thorough review of your data's origin, storage, and usage, alongside an evaluation of currently implemented tools and technologies. We focus on understanding your data operationalization needs, both present and future, leading to the establishment of an initial data architecture solution.


Tailored Solutions
Our team of experts work closely with you to understand your needs and design a solution within your budget and constraints. We put together architecture proposals tailored to your requirements on vendor preference, performance, cost and upkeep; while still relying on industry-standard tools as the backbone of our solutions.
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High Performance Architecture


Cloud-ready solutions
We offer high-performance solutions that are integrated with the GCP and AWS ecosystems. This means very little overhead maintenance and DevOps expertise is needed on your side. If you prefer to manage your infrastructure directly, we also provide bespoke solutions with state of the art, provider-agnostic open source tools.


State-of-the-art architecture
We leverage our years of experience and existing industry-standard data pipeline frameworks to put together a resilient, future-proof data architecture.
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Agile Delivery


Roadmap Visibility
Once we’ve agreed on a solution, we provide a high-level development roadmap broken down by milestones, highlighting areas of risk or uncertainty, if they exist.


Agile delivery
The new data solution is delivered in a phased approach to minimise the risk of wasted development effort in case adjustments need to be made to the architecture. The aim is to provide as quickly as possible a proof of concept of the solution, that can demonstrate requirements are met.
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Support and Enhancements


Support
Once the final deliverable is ready and production-ready, we test it end to end in a staging environment while trying to replicate the live environment conditions. After we release to production, we keep working with our clients and monitor the behaviour of the platform closely to ensure everything is working as expected.


Additional enhancements
We know your priority is getting up and running as fast as possible. After go-live, we propose a variety of additional enhancements to the infrastructure around monitoring capabilities (eg: centralised dashboard), model versioning and scalability of the pipeline.

Why choose us

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Long-Term Strategic Partners

We align with your objectives and provide support over different stages of the product's lifecycle. We’re committed to your success, building solutions designed to last and scale.
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Rapid Development with Data Pipeline Blueprints

We leverage known data architecture patterns and tools for common operations like data sourcing, data storage and data processing to ensure faster and de-risked delivery. Leveraging our past experience and refined boilerplate solutions gives us a significant head start.
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Data Expertise for Informed Decisions

Our deep understanding of Data Science and Business Intelligence allows us to provide valuable advice throughout the process. Our team members have successfully built multiple Data and AI products, for companies at various stages of tech maturity.
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Focus on Metrics to Build Value

We prioritise KPIs and unit economics, taking an outcome-driven and iterative approach to systematically build value and improve key metrics.

Tech stack.

Python
Spark
Cloud Functions
BigQuery
ARgo Workflows
AWS glue
REdshift
AWS
Azure
react
react native
next.js
graphQL
node.js
.net
GSP
AWS
Azure
react
react native
next.js
graphQL
node.js
.net
GSP
AWS
Azure

Data engineering

Infrastructure

Google Cloud Platform (GCP)
Amazon Web Services (AWS)
Microsoft Azure
Terraform

Product management

Notion
Miro
Atlassian Jira

What our partners say

Review all on Clutch
Thanks to their pragmatic approach and long-term strategy, Thought&Function achieved every milestone and delivered a vastly improved product ready to grow. The team was very hardworking and collaborative, embracing the client’s culture and demonstrating a genuine commitment to achieving success.
Niraj Dattani, Founder, NowToVow.
Thought & Function’s efforts have been met with positive acclaim. The team is communicative, skilled, and deadline driven. Customers can expect a company that integrates well into the rest of the team.‍
Laurel Gray, Head of Product, Allplants.
With the new site, the client has been able to grow their business further, recording over 200 registrations and 100-plus purchases in two months. Thought&Function leverages their knowledge and technical expertise to deliver quality results. They’re also proactive in addressing issues and requests.
James Hurley, Co-Founder, Ted's Health
Since Thought&Function took over development, the app’s downloads have increased 1,000x — from 5,000 to 59,000. The team delivers on time and budget, and their communication has improved throughout the project. Moreover, they utilize best practices, and their problem-solving approach stands out.
Florian Branstetter, Founder, Teledoc.
Acquired by health heroWhat started as a small app has grown to over 10 million users in the UK. The platform also mitigates needless doctors' appointments by helping users determine if they can treat themselves. With a flexible development plan, Thought&Function continues to augment the internal dev team on new features.
Alfonso Ferrandez, CTO, Doctorlink.
The team showed confidence throughout the project, supporting and accommodating their partner’s unpredictable schedule. Despite this, they did everything possible to meet the deadlines promised at the start of the development. Their work required no third-party changes to go to market.
Sophie Randles, Head of Hardware, Kano Computer

Get in touch

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