Engineering for the way your business works.

Build the platform, improve delivery and connect the applications your operations depend on.

Cloud Infrastructure & Platform Engineering

Build an environment your applications can grow into.

Bring structure to your cloud setup, from the network and environments to deployment and observability. We work with your operational needs to design and implement an appropriate platform.

  • AWS and Azure architecture
  • Networking and environment setup
  • Cloud migration and infrastructure assessments
  • Docker, Kubernetes, AWS EKS and Azure AKS
  • Deployment, scaling and observability

AWS · Azure · Docker · Kubernetes · EKS · AKS

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DevOps Consulting & Automation

Make software releases repeatable and easier to manage.

Replace manual deployment steps with clear, versioned workflows. We connect infrastructure and application delivery so that changes can move through a process your team understands.

  • CI/CD pipelines and release workflows
  • Infrastructure as code
  • Deployment automation and GitOps
  • Terraform, Ansible, Bitbucket Pipelines, Jenkins, Argo CD and Helm

Terraform · Ansible · Bitbucket Pipelines · Jenkins · Argo CD · Helm

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Reliability, Recovery & Cloud Cost Optimization

Understand how your systems behave, recover and use resources.

Plan for interruptions before they happen. Review recovery paths, operational visibility and cloud usage, then turn the findings into practical changes and clear runbooks.

  • Backup strategies and disaster recovery planning
  • Failover validation and operational runbooks
  • Monitoring and infrastructure reviews
  • Resource sizing, usage reviews and environment consolidation

Backups · Observability · Recovery planning · Usage reviews

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Software Development & Integrations

Give your business workflows software that fits.

Build business applications, connect existing systems and automate the work between them. We use APIs, asynchronous processing and clear application boundaries to support your operational needs.

  • Business applications and REST APIs
  • Workflow automation and third-party integrations
  • Python, Django and FastAPI
  • Kafka messaging, Redis caching and asynchronous processing

Python · Django · FastAPI · Kafka · Redis

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Applied AI & Computer Vision

Put AI into a useful workflow, with room for human judgement.

Connect model capabilities to a specific business task. We consider inputs, evaluation, confidence thresholds and human review as part of the application, rather than treating a model output as the final answer.

  • Integration of AI models into business applications
  • Image-based information extraction and OCR
  • Task-specific model training, evaluation and deployment
  • Confidence-based validation and human review workflows

Model integration · Computer vision · OCR · Evaluation

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A clear path from
idea to handover.

Understand the work. Agree the approach. Validate what gets built.

  1. Discover

    Understand the business need, current systems and constraints.

  2. Design

    Agree the approach, boundaries and expected outcomes.

  3. Implement

    Build the infrastructure, workflow or application in clear stages.

  4. Validate

    Test behaviour, review edge cases and check the result together.

  5. Handover

    Document the work and support a clear operational handover.

Let’s talk about what
you’re building.

Start with the business need. We can work through the technical questions together.

Discuss Your Project contact@softdots.in