Modern software architecture: API code, deployment pipeline, system metrics

Technical Consultancy + Delivery

Build what matters.
Ship with confidence.

We help teams design, build, and operate software systems, from architecture and delivery pipelines to production support and technical leadership.

Most software teams don't struggle with ideas. They struggle with execution: legacy systems that resist change, releases that feel risky, observability gaps that turn small issues into long outages.

Biobot Labs helps you close that gap. We work alongside your team to modernise what's holding you back, build what you need next, and put the practices in place so you can keep shipping with confidence after we leave.

Four areas, often combined
in a single engagement.

Architecture & Platform Engineering

System design, API strategy, event-driven architectures, cloud infrastructure, and observability. We integrate LLMs, agent frameworks, and MCP servers into existing platforms.

AI-ready architecture your team can extend.

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Automation & Applied AI

Workflow automation, integration pipelines, and AI-assisted decision support, with safe fallbacks and human-in-the-loop controls.

Fewer missed events, faster response times.

CI / CD PIPELINE src test stage prod tested → reviewed → deployed

Modernisation & Delivery

Legacy migration, CI/CD pipelines, release engineering, test strategy, and technical debt reduction.

Faster, safer releases; fewer regression issues.

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Fractional CTO & Technical Advisory

Architecture reviews, technology strategy, team upskilling, and vendor evaluation. Senior leadership without a full-time hire.

Clearer direction, better decisions.

Team working through a problem together at a whiteboard

A clear path
from problem to solution.

Every engagement starts with understanding what you're trying to achieve, not what technology you want to use.

1

Discovery Sprint

1–2 weeks

Review systems, define measurable success criteria. You get a written assessment with a prioritised roadmap.

2

Build & Deliver

4–8 weeks

Hands-on development alongside your team. Production code, pipelines, tests, and docs from day one.

3

Ship & Support

Ongoing

Hardening, monitoring, documentation, operational handover.

4

Advisory & Fractional

Retained

Ongoing technical leadership: architecture decisions, code reviews, coaching.

Principles, not slogans.

Reliability over novelty

Reliability over novelty

We pick the approach that works, not the one that's trending.

Test early, test often

Test early, test often

A passing test in a sandbox isn't a passing test in production. Validate where the code will actually run.

Measure what matters

Measure what matters

Every engagement starts with a baseline and targets real, quantifiable improvement.

Design for maintainers

Design for maintainers

The people who keep a system running deserve clear documentation and sensible defaults.

Built on experience.

John Allan, founder of Biobot Labs

John Allan
Founder · United Kingdom

Biobot Labs is founded by John Allan, with 25+ years modernising operational systems across platform engineering, software architecture, and technical delivery. Based in the UK, working with teams internationally.

Every engagement is founder-led. You work directly with the person making architectural decisions and writing code, not a sales team that hands you off to juniors.

Start with a conversation.

If your team is dealing with a legacy platform that resists change, releases that feel risky, or a growing technical debt backlog, we should talk.