GenAI & LLMOps
Production-grade RAG systems, vector search strategy, LLM guardrails, semantic caching, and end-to-end AI pipelines — with full governance and compliance coverage.
Available for new projects
Engineering-grade software,
built to scale.
We design, build, and operate high-performance distributed systems — from cloud architecture and microservices to production GenAI. Trusted by regulated industries, fintech, and fast-moving product teams.
14+
Years of experience
£2M+
Budgets managed
15+
Engineers led
500k+
Req/min handled
What we do
End-to-end engineering capability
From architecture blueprints to production deployments — we cover the full lifecycle of complex software delivery.
Cloud Architecture
Cloud-native design on Azure and AWS: PaaS migrations, Kubernetes orchestration, event-driven microservices, and observability frameworks that cut MTTR by hours.
Microservices & APIs
High-throughput API design using Saga, CQRS, and DDD patterns. We build services that handle 50k+ req/min with sub-50ms P99 latencies and bulletproof resilience.
Technical Leadership
Embedded technical leadership for scaling teams — RFC processes, architectural reviews, DORA metrics improvement, CI/CD maturity, and engineering culture programmes.
Full-Stack Product Engineering
From greenfield MVPs to SaaS products — TypeScript, React, Python, and Node.js. We ship fast, test thoroughly, and build for long-term maintainability.
Security & Compliance
GDPR-compliant data architectures, OIDC/OAuth2 implementation, encryption at rest and in transit, PII redaction for AI workloads, and red-team evaluation for LLMs.
Technology
Built on battle-tested tools
We don't chase trends — we use the right tool for the right problem, selected for performance, reliability, and long-term cost.
Cloud & Infra
Languages & Frameworks
Data & Messaging
AI & ML
DevOps & Observability
Productised services
Fixed-scope. Fast delivery.
Defined engagements you can plan around and start immediately — no lengthy scoping, no open-ended retainers.
AI Document Search
Private Q&A over your company's documents — no data leaves your infrastructure.
Deploy a production-grade RAG system over SharePoint exports, shared drives, or any document store. Staff ask questions in plain English and get answers with source references — instantly.
- Document ingestion pipeline & vector embeddings
- Semantic search + Q&A interface
- Basic access permissions layer
- Hosted or on-premise deployment
E2E Coverage Sprint
Done-for-you Playwright testing — critical paths covered, CI gate wired, team handed a runbook.
We come in, add Playwright, write 10–20 critical-path tests, harden against flakiness, add a CI quality gate, and leave your team with a runbook to maintain and extend coverage independently.
- 10 – 20 critical-path Playwright tests
- CI/CD pipeline integration & quality gate
- Flaky-test hardening & retry strategy
- Test maintenance runbook
Observability in a Box
From zero visibility to production-grade dashboards, SLOs, and on-call basics — in a week.
Standardised Grafana dashboards, Prometheus metrics wiring, structured logging, SLO definitions, alerting rules, and an on-call runbook. Built for small teams running production systems without a dedicated platform engineer.
- Metrics & logs wiring (Prometheus / Grafana)
- SLO definitions & alerting rules
- Golden Signals dashboards per service
- On-call runbook & escalation policy
AI PR Review Bot
A GitHub Actions bot that enforces your standards, summarises changes, and catches issues before merge.
Automated code review integrated directly into your pull request workflow. Enforces architecture rules, runs security checks, flags policy violations, and generates plain-English summaries of every change — without blocking your team.
- GitHub Actions bot setup & config
- Custom rule definitions (architecture, security)
- "Why this change" AI summaries
- Rollout guide & team onboarding
Document Compare & Redline
Upload two documents, get a structured diff, risk highlights, and a plain-English change summary.
Contracts, policy wordings, lease agreements, quotes — upload any two versions and receive a structured redline, risk-flagged change highlights, and an executive summary of what changed and why it matters. Built for brokers, solicitors, and operations teams drowning in document reviews.
- Structured diff with change classification
- Risk highlight & flagging layer
- Plain-English change summary
- Per-seat SaaS or document-pack pricing model
Compliance Evidence Collector
Automated audit pack generation for ISO 27001 / SOC 2-style controls — ready before the auditor arrives.
We pull evidence for your compliance controls automatically: screenshots, config exports, CI logs, access lists, change records. The output is a structured audit pack that maps evidence to controls, giving you confidence before an audit rather than a scramble during one.
- Automated evidence collection across cloud & CI
- Control-to-evidence mapping document
- Gap analysis & remediation notes
- Structured audit pack (PDF + structured data)
Internal Knowledge Base Copilot
Q&A over Confluence, Notion, repos, and runbooks — permission-aware, always up to date.
Engineers stop asking the same onboarding questions. Support stops escalating to seniors. The right answer surfaces from your actual internal docs, with permissions respected so people only see what they're allowed to see.
- Ingestion from Confluence, Notion, GitHub repos, runbooks
- Permission-aware retrieval layer
- Slack or web-based Q&A interface
- 10-day pilot offer to validate fit
Legacy → Microservices Readiness Assessment
A fixed-deliverable architecture review — event map, migration plan, phased roadmap, and cost estimate.
For organisations running monoliths and feeling the pain — slow deploys, coupled teams, scaling ceilings. We assess your current system, define a pragmatic target architecture, and hand you a concrete phased roadmap with quick wins, risks, and cost estimates. No vague consulting decks — actionable diagrams and a prioritised backlog you can execute immediately.
- Current-state event & dependency mapping
- Target architecture diagrams (bounded contexts, services, messaging)
- Phased migration roadmap with quick wins
- Risk register & cost estimate
- Prioritised backlog ready to execute
Not sure which fits? Drop us a message and we'll figure it out together.
Contact
Let's build something together
Whether you're exploring a new product idea, need an experienced technical hand on an existing project, or are looking for strategic architecture guidance — we'd love to hear about it.
- Typical response within 24 hours
- Based in London, UK — available globally
- Open to contract, advisory, and fractional CTO roles