How we work

How we work — Upfront thinking.
Lasting progress.

Understand your business, then design, build and evaluate AI systems around the work that matters.

Understand. Define.
Build. Evolve.

  1. Understand

    Read the
    waters.

    We start with your business, knowledge, workflows and goals. Discovery identifies a useful problem, the people involved and where a simpler solution is enough.

    Two collaborators examining a layered landscape of connected systems
  2. Define

    Plot the
    course.

    Map data sources, interfaces, integrations and human review. Agree a focused pilot, evaluation examples and decision criteria. Work through data access, provider choice, costs and responsibilities before building.

    Two collaborators mapping paths through an architectural landscape
  3. Build

    Move forward.
    Stay connected.

    Build the pilot around existing models and your workflow. Adapt or fine-tune where appropriate. Evaluate useful results and failure cases together, then decide whether to stop, change direction or proceed to delivery.

    Two collaborators assembling connected modular structures
  4. Evolve

    Launch is
    a beginning.

    Agree delivery and handover: how the system is used, reviewed and operated, and who is responsible. Plan hosting, monitoring, maintenance and ongoing improvement around the needs of the project.

    Collaborators tending an evolving system on a stable platform

Understand your business.
Then build what matters.

Your business shapes the system—from the knowledge it uses to the tools and controls around the model. We evaluate results with you and improve what comes next.

Where to next?

Contact

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Odinside AI

Find your way around Odinside, our products and services.

What is Orykl?

Orykl brings practitioner matching, booking and online sessions together, with recordings, transcripts and AI-generated summaries for reflection afterwards.

Odinside delivered Orykl’s design, development, hosting, AI and animation.

For current availability and terms, visit Orykl.

Replayful

Session recordings, connected visitor journeys and analytics help you see how people use your website — and where they struggle.

Replayful was built by Odinside. Contact us about access and suitability.

Uptimeful

Scheduled URL checks, downtime and recovery alerts, incident history and customer-facing status pages. Follow downtime and recovery through incident alerts and history, by email, Slack, Microsoft Teams or webhooks.

Uptimeful was built by Odinside. Contact us about access and suitability.

Aidis

Aidis combines an IDE and project management with AI agents. Its creator currently uses it to build software. Gmail and Outlook add-ons for creating agent tasks from email are planned.

What is Odinside AI?

Odinside AI designs AI architecture and custom harnesses: applications, interfaces, tools, knowledge/data connections, integrations and controls around models. We scope access, sensitive-data protection and output validation to your requirements.

We design and roll out AI gateways connecting multiple providers and models to enterprise systems, with access, routing, credential and data-flow controls tailored to your requirements.

Enterprise and sovereign AI architecture defines security requirements, data boundaries, model deployment and operational ownership together, including private or self-hosted models where the chosen stack permits.

We build agents with task-scoped permissions and human review where appropriate, and evaluate quality and misuse risks, including prompt injection. We support integration, hosting, monitoring and improvement, with adaptation and fine-tuning where useful. Start with your business and delivery requirements.

Odinside Design

Clear interfaces for AI systems, apps and websites, with AI agents in the design process and people directing the work. We design how people review and use AI outputs. Traditional services include information architecture, design system production, prototyping and accessibility review.

Odinside Development

Custom AI systems, websites, apps and business platforms, engineered around how your organisation works. We build interfaces, integrations, tools and controls around AI models. We adapt and evaluate models for specific tasks, using fine-tuning where appropriate.

Odinside Hosting

Solutions architecture first, then hosting on the provider that fits. Cloud-native ecosystems on providers including AWS, Azure, Google Cloud, Vercel, Vultr and DigitalOcean. Vector databases, RAG pipelines and model gateways — designed for security and scale.

Managed hosting, staging and production environments, deployments, monitoring, backups and recovery planning.

Products

Replayful: Website analytics, session recordings and visitor journeys.

Uptimeful: Scheduled URL checks, incident alerts and status pages.

Aidis: Aidis combines an IDE and project management with AI agents. Its creator currently uses it to build software.

Orykl: Practitioner matching, online sessions and AI-assisted reflection.

Services

AI Consulting: AI solution architecture, custom AI systems and models adapted for your business.

Development: Custom AI systems, websites, apps and business platforms, engineered around how your organisation works.

Design: Agentic design processes, directed and reviewed by people.

Hosting: Solutions architecture first, then hosting on the provider that fits.

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