AI Agents
Production agent systems, measured and observable.
MCP servers and scoped tool use, orchestration and memory, and human escalation paths, with evaluation harnesses and tracing designed in from day one.
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Cowork & AI Tools
Make your teams productive with AI tooling that fits how you work.
We roll out Claude Cowork, Claude Code, and similar tools, and extend them with custom plugins, agents, and MCP connectors into your systems. Observability shows you what the tools actually do.
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Zero Trust Architecture
Zero trust designed for your estate, not a template.
The Microsoft Zero Trust framework applied across identity, endpoints, applications, network, infrastructure, and data: every request verified, least privilege everywhere, and evidence your security team can inspect.
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Knowledge Bases: RAG & GraphRAG
Retrieval that comes with scores to prove it.
Bedrock Knowledge Bases, Azure AI Search, Vertex AI, or a fully custom pipeline, chosen by fit rather than preference. Every build carries retrieval scoring such as hit@k, nDCG, and F1β, so "it works" is a number you can check.
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OCR & Document Extraction
Cloud provider or custom, tailored to your documents.
Document pipelines on Azure Document Intelligence, Amazon Textract, or Google Document AI, or a custom extraction stack when your documents or accuracy targets demand it. Output is validated against your ground truth.
View serviceCompliance planning belongs inside the architecture.
We translate standards and regional rules into technical evidence, control points, review gates, and implementation requirements that engineering and counsel can inspect.
AI management systems
Policies, roles, lifecycle controls, monitoring, management review, and continual improvement for AI.
AI risk management
Risk identification, assessment, treatment, and monitoring for organizations that build or use AI systems.
Security and privacy programs
Integration with existing information security and privacy management controls.
Risk-based AI regulation
Risk classification, high-risk workflow awareness, transparency, oversight, and documentation planning.
Vietnam data and cybersecurity obligations
Personal-data handling under Decree 13/2023/ND-CP plus data localization and system-security planning under the Cybersecurity Law and Decree 53/2022/ND-CP.
Regional privacy and AI governance examples
Singapore AI Verify / Model AI Governance Framework, Thailand PDPA, Indonesia PDP Law, and Philippines Data Privacy Act mapping where relevant.
We provide technical and operational compliance support, not legal advice. For formal legal interpretation, we work alongside counsel.
What is blocking production?
Bring an idea, a pilot, or a launch plan. We will map what stands between you and production, then scope the engagement that closes the gap, from a fixed review to a full end-to-end build.