From zero to one.
Governed at scale.
0n1.ai is the agentic AI platform for Asia-Pacific. We establish a sovereign data foundation inside your perimeter — then run any agentic solution on top of it, with governance, observability and audit built into the substrate, not bolted on.
A platform, not a project.
Most consultancies deliver point solutions that decay. 0n1 installs a durable operating layer: one governed data plane, one agent runtime, one control plane — so every agentic use case you launch inherits the same foundations.
Sovereign Data Plane
A lakehouse-pattern foundation deployed in your cloud, your region, or on sovereign infrastructure — your data never becomes someone else's asset.
- Lakehouse & streaming architecture
- Unified catalog, lineage & access control
- Cloud migration & modernisation (GCP, AWS, Azure)
- Onshore & air-gapped deployment options
Agent Runtime
Model-agnostic by design. Run frontier, open-weights or fine-tuned models — and swap them without re-platforming — behind one orchestration layer.
- Multi-agent orchestration & tool use
- RAG & enterprise knowledge pipelines
- Computer vision, NLP & predictive ML
- Evaluation harnesses & regression gates
Governance Control Plane
Policy, risk and assurance enforced at runtime. Every agent action is permissioned, traced and attributable — from prototype to production.
- Risk tiering & human-in-the-loop controls
- Full-fidelity agent tracing & audit trails
- Guardrails, kill-switches & rollback
- Regulator-ready evidence packs
Governance is the product — not the paperwork.
Tooling, observability and deployment controls are table stakes. 0n1 builds the full governance operating model around them: accountability, regulatory alignment, assurance and culture — so your board can say yes to agentic AI with evidence, not hope.
G1 Operating model & accountability
AI governance councils, decision rights, risk appetite statements and role-level accountability mapped to your existing three-lines-of-defence model.
G2 Policy & risk tiering
Use-case classification, impact assessments and human-oversight thresholds — codified as policy-as-code so they're enforced, not just filed.
G3 Assurance & evaluation
Independent evals, red-teaming, bias and robustness testing, and pre-production sign-off gates for every model and agent released.
G4 Observability & audit
End-to-end tracing of prompts, tool calls, data touched and decisions made — queryable by risk teams and exportable for regulators.
G5 Deployment & lifecycle controls
Staged rollout, canarying, drift monitoring, incident response runbooks and decommissioning — the full lifecycle, governed.
G6 Data sovereignty & privacy
Residency guarantees, open-weights deployment on sovereign infrastructure, and privacy-by-design pipelines for regulated data.
Any agent. Your platform.
Because governance and data live in the platform, agentic use cases become configuration — not twelve-month rebuilds. Proven patterns from a track record across telco, media, advertising, energy and retail.
Network & data modernisation
Enterprise data migration to cloud for a major telco — absorbing a 2× workload increase while cutting total cost of ownership by 30%+.
Real-time intelligence at scale
ML-powered video intelligence serving 1M+ daily active users across tier-1 mastheads, plus Vertex AI MLOps delivering material cost savings for a digital-advertising leader.
Computer vision in production
99% vehicle-detection accuracy (a 20%+ uplift) recovering revenue leakage for a tier-1 parking operator; automated solar roof-detection cutting manual effort by 17%.
Built in APAC, for APAC.
- Sovereignty firstOpen-weights & onshore hosting options for government, defence and regulated industries
- Regulatory fluencyAPRA, IRAP, MAS and IMDA frameworks treated as design inputs, not afterthoughts
- Partner ecosystemDeep alliance experience across Google Cloud, AWS and Databricks ecosystems
- Regional deliveryExecutive advisory in-market across ANZ and ASEAN, delivery that follows the sun
Outcomes, measured.
Founded on 15+ years leading data, AI and cloud engagements across APAC — from CTO of a machine-learning product company to scaling one of ANZ's leading cloud & data practices.
Detection accuracy
Computer-vision uplift of 20%+ that closed revenue leakage for a tier-1 parking operator.
TCO efficiency
Telco data-platform migration to cloud, absorbing a 2× workload increase.
Daily active users
ML-powered video platform in production across major ANZ media groups.
Practice scaled
Billable consulting team grown and coached across data, AI/ML, CV and NLP.
Programs owned
End-to-end ownership of delivery, governance, risk and budget at executive level.
Manual effort removed
Automated solar roof-detection with segmentation models on AWS SageMaker.
Establish your platform. Then run any agent on it.
A 90-minute executive briefing: your data estate, your regulatory posture, and a candid view of what agentic AI can — and can't — do for you in the next two quarters.
Request a briefing — future@0n1.ai