Technology
Llama
Llama implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for United Kingdom teams with UK/EU overlap (GMT/BST-friendly).
Best For
Ideal use cases
Teams needing more control over model hosting and data boundaries
Products with private/VPC deployment requirements
Workflows that benefit from open-source model flexibility
What We Build
Projects we deliver
Self-hosted LLM inference services
Private assistants and copilots with governed access
RAG stacks paired with private model deployments
Ecosystem
Compatible tools & integrations
Seamless Integrations
Works with your existing stack
Use Cases
Recommended use cases
Enterprise AI in restricted environments
Private knowledge assistants with strict access control
Cost-optimised long-running AI workloads
Delivery
How we deliver
We plan deployment around latency, throughput, and infra constraints.
Safety controls and evals are added to keep behavior stable as you iterate.
We document operations so your team can run and scale the system.
FAQ
Frequently asked questions
Yes. We can deploy in VPC/on-prem environments with monitoring, access controls, and operational runbooks.
Sometimes. Costs shift from API spend to infrastructure. We help evaluate the trade-offs for your usage patterns.
Yes. We pair private model deployments with retrieval pipelines and citations for grounded answers.
AI
Add AI on top of this stack
Two common AI services that pair well with this technology, plus a fixed-scope gig to start quickly.
Related
Explore related technologies
Regional
Delivery considerations for your region
Compliance & Data (UK/EU)
For UK teams, we default to GDPR-first thinking: data minimisation, purpose-limited storage, and clear access boundaries.
We can work under a DPA (template available on request) and implement practical retention/deletion flows when needed.
- GDPR-first patterns (minimise, restrict, document)
- DPA template available on request
- Retention/deletion and export flows where required
- Least-privilege access and secure session handling
- PII-safe logging + secure-by-default configuration
- NDA available for early-stage discussions
Timezone & Collaboration (UK/EU)
We align to UK time and EU overlap (GMT/BST with CET-friendly windows) for fast feedback cycles.
We keep the process lightweight: async updates, clear priorities, and written decisions to avoid ambiguity.
- UK/EU overlap with GMT/BST windows
- Async-first delivery with documented scope
- Weekly milestones and structured demos
- Clear escalation path for blockers
- Tight change control with clear sign-offs
Engagement & Procurement (UK)
We support typical UK procurement flows with clear scopes, change control, and invoice cadence.
If you prefer a discovery-first engagement, we can run a short paid discovery to lock requirements before build.
- GBP-based engagements and invoicing options
- Discovery-first option to reduce delivery risk
- Milestone-based billing when appropriate
- Transparent change control and sign-offs
- Vendor onboarding pack on request
Security & Quality (UK/EU)
We build for reliability and maintainability: clean PRs, tight review loops, and test coverage that matches risk.
Performance budgets and release checklists keep launches predictable—especially when multiple stakeholders review changes.
- CI-friendly testing: unit + integration + smoke tests
- Performance budgets + bundle checks (Core Web Vitals-minded)
- Structured release notes and rollback-safe deployments
- Security checklist for auth, roles, and data flows
- Observability hooks (logs + error tracking) ready for production
Want to scope this properly?
Get a clear plan for United Kingdom teams—scope, timeline, and next steps. GBP-based engagements.
Reply within 2 hours. No-pressure consultation.