Deep Learning in Computer Vision, Machine Learning
Digica is a product and systems engineering company. We build the technology behind other companies' products and get it into production, where most AI and software projects stall.
For over a decade, our 70+ engineers across the UK, US and Poland have shipped complex systems for companies whose products depend on hard engineering, across technology, defence, manufacturing, healthcare, agriculture and industrial sectors. 300+ systems delivered into live production.
What we build, end-to-end as one system:
AI and machine learning — production models that survive real hardware, real data and real users.
Computer vision — inspection, quality, surveillance, reconnaissance, medical imaging, ANPR and face detection.
Embedded systems and edge AI — production-grade intelligence on constrained devices, including contested and comms-denied environments.
Software platforms — bespoke builds for organisations whose needs have outgrown off-the-shelf.
Cloud and data infrastructure — engineered for production load.
Why clients choose Digica over staffing firms, body shops and single-discipline specialists:
Built for production, not demos. We engineer for the device, network, data volume and regulatory standard from day one — ready to ship, not ready to pitch.
One accountable team, edge-to-cloud. No vendor-stitching, no integration headache. One team owns the system and stands behind its performance.
A valid default for serious engineering work — routine software builds and demanding AI systems alike, held to the same production standard.
Easy to start, your call to scale. Most engagements begin with a concrete first deliverable — a prototype, a validated model, or a testable system — within 90 days. From there, it's your decision.
Tell us what you're building. Email hello@digica.com or call +44 (0) 208 126 1156.
Digica offers competitive pricing and good value, with project costs ranging from $25,000 to over £200,000. Clients appreciate their flexibility, communication, and alignment with budgetary needs, indicating a strong return on investment.
Digica is noted for their customer-centric approach, building strong partnerships, understanding client needs, and aligning with their values. They are seen as genuine partners invested in client success.
Proficient in Custom Solutions
Digica is praised for their ability to develop custom solutions tailored to specific needs across various industries, including healthcare, security, and agriculture. They have demonstrated expertise in areas like computer vision, machine learning, and data processing.
Strong Project Management
Clients commend Digica for their solid project management skills, including effective communication, timely delivery, and structured workflows. They are noted for adapting their processes to client needs and maintaining regular updates.
Quality of Technical Expertise
Clients appreciate Digica's deep technical knowledge and ability to deliver high-quality solutions. Their expertise in AI, machine learning, and software development is a key factor in their successful project outcomes.
Effective Communication
Digica is recognized for their excellent oral and written communication, which facilitates smooth collaboration. They maintain regular virtual meetings, provide detailed reports, and respond swiftly to client needs.
Challenges with Initial Scoping
Some clients noted challenges with initial project scoping, indicating a need for improved clarity and expectations management at the project outset. However, these issues were generally resolved as projects progressed.
Deep-Learning Model Dev for Thermal Camera Company
AI DevelopmentCustom Software Development
Machine Learning
+1
Confidential
Apr. 2022 - June 2023
5.0
Quality
4.0
Schedule
5.0
Cost
4.0
Willing to Refer
4.0
"They were easy to work with."
Jun 28, 2023
Video Analytics Engineer, Thermal Camera Company
Anonymous
Verified
Other industries
Sweden
5,001-10,000 Employees
Online Review
Verified
Digica was hired by a thermal camera company to develop a deep-learning model. They created a POC for a specific app and provided comprehensive documentation for the client.
Digica’s work was met with positive acclaim. They had daily and weekly meetings to discuss their progress and address any concerns. Overall, the team was communicative, professional, and easy to work with.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Video Analytics Engineer of an engineering company
Describe what your company does in a single sentence.
Development of thermal cameras.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Digica to accomplish?
Develop a deep learning model for a specific application.
SOLUTION
How did you find Digica?
Used them before
Why did you select Digica over others?
Previous experience
How many teammates from Digica were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Develop a proof of concept for a specific application.Deliver full pipeline from data to trained model. Detailed documentation of work.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Delivered metrics which could visually be interpreted. Readable documentation.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Great communication. Weekly meetings for larger planning and daily scrums. This approach made the project agile to changes.
What was your primary form of communication with Digica?
Virtual Meeting
What did you find most impressive or unique about this company?
They were easy to work with.
Are there any areas for improvement or something Digica could have done differently?
Not really.
RATINGS
5.0
Quality
4.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
4.0
Value / within estimates
Willing to Refer
4.0
NPS
IoT Development for Pest Control Company
IoT Development
Less than $10,000
Oct. - Nov. 2021
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"They were very dedicated and delivered results as expected."
Nov 30, 2021
Project Manager, Pest Control Company
Anonymous
Verified
Other industries
London, England
5,001-10,000 Employees
Online Review
Verified
Digica was hired by a pest control company to improve the object detection function of their IoT solution. The team initially led a discovery phase before implementing the solution's upgrade.
Digica delivered the project in two weeks, and all deliverables met the client's requirements. They established efficient collaboration through their regular communication and updates and hands-on approach. They were willing to go the extra mile to deliver results that elevate the client's solution.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
Service Company. Project Manager
OPPORTUNITY / CHALLENGE
For what projects/services did your company hire Digica, and what were your goals?
To improve object detection capability in ongoing innovation projects.
SOLUTION
How did you select this vendor and what were the deciding factors?
Suggested by a third party. Value for money and clear interest and desire to complete work.
Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.
The project was completed within around 2 weeks, starting with a kick-off meeting and ending with a wrap-up meeting after the 2 weeks. Communication with the Digica team was strong throughout, there were always on hand to provide update when required.
How many people from the vendor's team worked with you, and what were their positions?
4 individuals Sales Development (digital expertise)
RESULTS & FEEDBACK
Can you share any measurable outcomes of the project or general feedback about the deliverables?
All deliverables were completed as requried to a good standard.
Describe their project management style, including communication tools and timeliness.
All sufficient for the short project that we worked with Digica on.
What did you find most impressive or unique about this company?
They were very dedicated and delivered results as expected.
Are there any areas for improvement or something they could have done differently?
No.
RATINGS
5.0
"Pleasure to work with, delivered great results."
Quality
5.0
Service & Deliverables
"All as expected."
Schedule
5.0
On time / deadlines
"All as expected"
Cost
5.0
Value / within estimates
"Great cost for money."
Willing to Refer
5.0
NPS
Software Dev for Radar Manufacturer
Custom Software Development
Confidential
Mar. 2019 - Jan. 2020
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"Their management was well organized and responsive."
Apr 1, 2020
Engineering Manager, Radar Manufacturer
Anonymous
Verified
Manufacturing
Montreal, Quebec
501-1,000 Employees
Online Review
Verified
Enigma Pattern was tasked with investigating convolutional neural networks (CNN) and implementing CNN algorithms into the product code of a radar manufacturer.
While the scope and results of the project remain confidential, the client commends the team for their well-organized project management and an impressive response rate. Enigma Pattern's dedication to pleasing the client and flexibility in the face of changes both make them a remarkable partner.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
We manufacture radars and I was the project supervisor and customer
OPPORTUNITY / CHALLENGE
For what projects/services did your company hire Enigma Pattern?
We hired Enigma Pattern to help us investigate the use of convolutional neural networks (CNN) and deep-learning for radar
What were your goals for this project?
Develop CNN algorithms for radar
SOLUTION
How did you select this vendor?
Previously used by us
Describe the project and the services they provided in detail.
Confidential
RESULTS & FEEDBACK
Can you share any information that demonstrates the impact that this project has had on your business?
Confidential
How was project management arranged and how effective was it?
Their management was well organized and responsive.
What did you find most impressive about this company?
Eagerness to please the customer and flexibility/adaptability to changes
Are there any areas for improvement?
No
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
Showing 21-23 of
23 Reviews
Our Story
Digica is a product and systems engineering company. We build the technology behind other companies' products and get it into production, where most AI projects stall. For over a decade, our 70+ engineers across the UK, US and Poland have delivered AI, computer vision, embedded systems, software and cloud for technology, defence, manufacturing, healthcare, agriculture and industrial clients. 300+ systems shipped — not a vendor, but the engineering partner that stays.
Meet the Team
Søren BradburyCEO
CEO of Digica, a UK-based AI and software engineering company. Has led computer vision, ANPR, face detection and smart-home projects for clients across defence, physical security, telecoms and healthcare. 300+ systems delivered into production.
Justyna PółrolaŁódź Business Unit Manager
Certified Project Manager with 10+ years of experience, specializing in software projects for agriculture and defence. Currently leading the Łódź department, responsible for the success and growth of our engineering office.
What Sets Us Apart
Built for Production, Not Demos
Most AI and software projects stall between a promising prototype and a working product. Digica is built to close that gap, we've delivered 300+ systems into live production, on real hardware, at real scale, in environments where failure has consequences.
One Team, Full Stack — Edge to Cloud
No more stitching together body shops and niche specialists who don't own the outcome. Digica is one accountable team across AI, computer vision, embedded systems, software and cloud — engineering the whole system and standing behind how it performs.
Start Small. Scale When It Works.
Most engagements begin with a concrete deliverable inside 90 days — a low-risk way to see how we work. From there it's your call. Clients keep building with Digica because we already know their product and systems inside out, so every next project moves faster and costs less to scope.
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