Technology
Llama
Llama implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for United States teams with Americas overlap (EST/PST-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 (US)
For US teams, we build with auditability in mind: clear access boundaries, least-privilege roles, and reviewable operational controls.
We can align delivery with SOC 2 / ISO-friendly practices (without claiming certification): evidence-ready logs, secure-by-default config, and clear ownership.
- SOC 2 / ISO-friendly implementation patterns (no certification claims)
- Least-privilege access and permission boundaries
- Security review checklists for auth, payments, and data flows
- PII-safe logging + incident response playbooks (on request)
- Retention and deletion flows where required
- NDA + vendor onboarding docs on request
Timezone & Collaboration (Americas)
We support teams across the Americas with meeting windows that work for EST/CST/MST/PST.
We keep delivery predictable with weekly milestones, concise async updates, and written decisions to reduce calendar load.
- Americas overlap with EST/PST-friendly windows
- Async-first updates with written decisions
- Weekly milestone demos + change control
- Fast turnaround on blockers and clarifications
- Clear owner per workstream and escalation path
Engagement & Procurement (US)
US-friendly engagement structure: clear SOWs, milestone billing, and invoice cadence that fits typical procurement workflows.
If you need vendor onboarding artefacts, we can provide security posture summaries and delivery process documentation.
- USD invoicing and milestone-based payment schedules
- SOW + scope lock options for fixed-scope work
- Time-and-materials for evolving requirements
- Procurement-ready documentation on request
- Optional paid discovery to de-risk delivery
Security & Quality (US)
We ship with a security-first checklist and performance budgets—so releases stay stable under real traffic.
Expect clean PRs, reviewable changes, and production-ready testing from day one.
- Threat-aware checks for auth, roles, and sensitive data flows
- CI-friendly testing: unit + integration + critical path smoke tests
- Performance budgets (Core Web Vitals-minded) and bundle checks
- Structured logging + error tracking hooks (Sentry-ready)
- Rollback-safe releases and clear release notes
Want to scope this properly?
Share your requirements for United States delivery. USD-based engagements.
Reply within 2 hours. No-pressure consultation.