Services

Deep learning, delivered by researchers

From the first feasibility study to a fully deployed custom model, DepthMind covers the entire lifecycle of applied deep learning — vision, language and bespoke architectures.

Service 01

Deep learning development

End-to-end model development: reproducible data pipelines, training infrastructure, and trained networks delivered with full evaluation. We work in PyTorch and TensorFlow and integrate with your existing data stack.

Service 02

Computer vision

Detection, segmentation, classification, OCR and quality inspection for imagery and video. We optimise models for edge devices and real-time inference where latency and reliability matter.

Service 03

NLP custom models

Domain language models for information extraction, classification, semantic search and grounded assistants — built on your documents with careful evaluation for accuracy and safety.

Service 04

Model architecture design

Bespoke neural architectures tuned to your accuracy, latency, memory and hardware constraints. We run ablations and architecture searches rather than reaching for an off-the-shelf template.

Service 05

Research partnerships

Joint applied-research programmes — including academic and grant-funded collaborations — that turn open problems into deployable, well-documented deep-learning capability.

Support

Model operations & support

Monitoring, drift detection, scheduled retraining and on-call support for the models we deliver, with clear Canadian-hours response commitments.

Visualisation of learned features across neural network layers

How we engage

Prototype, prove, then scale

Every engagement begins with a focused prototype on your own data to establish a baseline and prove the approach. Once the metrics hold, we design the production architecture and scale it responsibly.

Discovery, feasibility & metric definition
Baseline prototype on real data
Architecture design & training cycles
Deployment, monitoring & continuous improvement

Let's scope your first model

Tell us about your data and your hardest question, and we'll propose a deep-learning approach with clear milestones and CAD pricing.

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