How we engage
- 01→
Audit
A structured examination of the operation, delivered as a document you own.
Standalone · Where most engagements start
- 02→
Build
Architecture, engineering and delivery, with an evaluation harness and handover documentation.
Fixed scope · Scoped from the audit findings
- 03
Embedded team
Opsian engineers operating as your AI function.
Ongoing · For organisations without internal AI leadership
Services
AI security
AI Defense
Protection against prompt injection, data leakage and model abuse, with red teaming, AI governance and monitoring, and AI-assisted threat detection across your systems.
Learn moreSecurity
Cyber Security
Security assessments, identity and access control, monitoring and incident response for the systems that hold identities, payments and operational data.
Learn moreAdvisory
Consulting
Strategy, architecture and governance advice for leadership teams, starting with an audit delivered as a document you own and are free to take elsewhere.
Learn moreAI engineering
Large Language Models
Private language models grounded in company documents and systems, with fine-tuning, evaluation and guardrails, deployed where your data is allowed to live.
Learn moreInfrastructure
Data Centers
AI-ready compute planned, built and operated on premise, in colocation or across a hybrid cloud, with capacity, networking, storage and monitoring designed together.
Learn moreData and analytics
Data Intelligence
Pipelines, warehouses and dashboards that turn operational data into decisions, with forecasting, anomaly detection and every figure traceable to its source.
Learn moreCompliance
PDPA Compliance
Readiness for Thailand's Personal Data Protection Act, with data mapping, consent and retention controls, DPO support and audit trails that make compliance provable.
Learn moreAudit
Auditing
A structured examination of the operation, its data, security and systems, delivered as a document you own and are free to take to another builder.
Learn moreIntegration
Automation and Integration
PMS, ERP and CRM integration, APIs and middleware, process automation and legacy modernisation, so work moves between systems without being typed in twice.
Learn moreEngineering
Software Development
Web platforms, mobile apps, internal tools and product design, built in house and handed over with tests, deployment pipelines and documentation.
Learn moreOperations
Managed AI Operations
Monitoring, on-call support, model evaluation, drift detection, updates and patching for AI systems in production, under a service level agreement.
Learn moreThe four audit questions
- 01Where does the data originate?Reachable in real time, or only as an export?
- 02What decisions are being made?By whom, on what evidence, and how long does each one take?
- 03Where does it fail today?How is failure detected, and who absorbs it?
- 04What must be reconstructable?What obligation exists if a decision is challenged?