Technology
Llama
Llama implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for Australia teams with APAC overlap (AEST/AEDT-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 (AU)
For Australian teams, we keep privacy and data-handling explicit: access boundaries, safe logging, and clear retention policies.
We can support residency-sensitive designs (where feasible) and document data flows for stakeholder review.
- Privacy Act-aware delivery posture (generic, no legal claims)
- Documented data flows and access boundaries
- Retention/deletion options where required
- PII-safe logging and least-privilege defaults
- NDA and DPA templates available on request
Timezone & Collaboration (APAC)
We support APAC collaboration with AEST/AEDT-friendly meeting windows and async progress updates.
We keep momentum with weekly milestones, crisp priorities, and predictable release planning.
- APAC overlap with AEST/AEDT windows
- Async-first updates and written decisions
- Weekly milestone demos and scope control
- Release planning with staged rollouts
- Clear escalation path for blockers
Engagement & Procurement (AU)
We can structure engagements with clear scope, milestones, and invoicing that fits common procurement expectations.
If you need a lightweight vendor onboarding pack, we can provide delivery process notes and security posture summaries.
- AUD-based engagements and invoicing options
- Milestone-based billing for fixed-scope work
- Time-and-materials for evolving scope
- Procurement-friendly documentation on request
- Optional paid discovery to de-risk delivery
Security & Quality (APAC)
With APAC teams, async clarity matters: written decisions, stable releases, and test coverage that prevents regressions.
We use performance budgets and release checklists so handoffs stay smooth across timezones.
- CI-friendly testing: unit + integration + smoke tests
- Performance budgets + bundle checks
- Release checklist + rollback plan for production launches
- Security checklist for auth and sensitive data flows
- Observability hooks (logs + error tracking) ready for production
Want to scope this properly?
Share your requirements for Australia delivery. AUD-based engagements.
Reply within 2 hours. No-pressure consultation.