$ plan-private-ai Private AI architecture
Model selection, data boundaries, identity, deployment shape, governance, and pilot-to-production planning.
studio services
Build the private system before it becomes a security exception.
AlphaBytez consulting is grounded in our own product work: Waspen, STING/Hive, Nectar, and the deployment patterns behind them. We help teams apply that experience to private AI, monitoring, secure apps, and hardened workflows.
engagements
Focused services for systems that cannot be hand-wavy.
$ build-secure-app Secure application development
Internal tools, operational dashboards, product workflows, and automation surfaces built around real constraints.
$ deploy-harden Deployment and hardening
On-prem, private cloud, and air-gapped deployment paths with security posture designed into the system.
$ connect-rag-agents RAG and agent workflows
Private retrieval, document workflows, orchestration, and task-specific AI systems for operational teams.
$ monitor-operate Monitoring and operations
Waspen-style monitoring, incident workflows, observability, rules, and system feedback loops.
$ review-modernize Technical due diligence
Architecture reviews, AI readiness checks, migration planning, and practical modernization paths.
technical founders
regulated teams
internal platform groups
AI product owners
next action
Bring the architecture, prototype, risk, or blank page.
We can start from a specific product need, a private AI question, a Waspen workflow, or a system that needs the same boundaries we build into our own products.