DXAConsulting
VI

One partner — the entire enterprise-AI lifecycle

The DXA Ecosystem

DXA partners with your business across the full journey of digital transformation and AI adoption: from shaping strategy and integrating into core systems, to governance & security, unlocking the power of data, and operating at optimized performance. One unified platform of in-depth solutions — so every step is feasible, secure and delivers measurable value.

Start from whichever layer fits your needs today and expand flexibly when you are ready — each solution works on its own and fits seamlessly into one coherent architecture.

01

Layer Strategy & Enablers

Strategy & Enablers

DXA Consulting — Digital transformation & AI strategy advisory

DXAConsulting

Digital transformation & AI strategy advisory

Independent advisory designing the digital-transformation roadmap and overall AI architecture; framing the business problem, assessing feasibility and optimizing technology investment for enterprises.

DXA Orchestration — System integration & orchestration

DXAOrchestration

System integration & orchestration

Architecture patterns and middleware that connect and orchestrate AI models deep into the existing core systems — without breaking current operations.

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DXA Developer — Developer portal & partner integration

DXADeveloper

Developer portal & partner integration

A developer portal for partner integration: API documentation, SDKs, access keys and sandbox environments — to connect DXA products into partners’ systems quickly, securely and in a standardized way.

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DXA Labs — AI architecture testing & validation lab

DXALabs

AI architecture testing & validation lab

A simulation environment for cross-product proof-of-value (PoC): load sample data to measure performance (latency) and economics (ROI/Token Cost) of AI models at the Edge before integrating into the core.

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02

Layer Control, Trust & Web3

Control, Trust & Web3

DXA Governance — Data & AI governance

DXAGovernance

Data & AI governance

Designing policies, data-governance standards and algorithmic risk controls; ensuring AI operates transparently, complies with regulations and meets enterprise-grade information security.

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DXA Identity — Decentralized identity & authentication

DXAIdentity

Decentralized identity & authentication

Next-generation identity-management architecture with decentralized identity (DID - Decentralized Identifiers) for self-sovereign ownership of identity; plus user authentication and fine-grained authorization for data flows interacting with AI.

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DXA Blockchain — Integrated blockchain infrastructure

DXABlockchain

Integrated blockchain infrastructure

Designing and deploying decentralized-ledger architecture; on-chain storage that ensures data integrity, prevents tampering and builds a trustless environment for AI-integrated transactions.

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DXA Trustway — Off-chain data verification

DXATrustway

Off-chain data verification

A secure data gateway that connects and verifies between off-chain AI models and the on-chain ledger: ensuring every AI result fed into smart contracts carries tamper-proof cryptographic proof of integrity.

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DXA Guardrails — Real-time AI security & data moderation guardrails

DXAGuardrails

Real-time AI security & data moderation guardrails

A guardrail that moderates AI data flows in real time (bidirectional): blocking prompt-injection attacks and masking sensitive data (PII) before it reaches the LLM, keeping responses safe and compliant.

DXA Privacy — PII anonymization & data encryption at the Edge

DXAPrivacy

PII anonymization & data encryption at the Edge

Automatically classifies and anonymizes personally identifiable information (PII) and encrypts sensitive data at the Edge before it reaches off-chain AI models or public ledgers; compliant with Personal Data Protection Law 91/2025/QH15, ultra-low latency.

DXA AuditTrail — AI behavior audit trail & transparency black box

DXAAuditTrail

AI behavior audit trail & transparency black box

A black box that logs and audits AI behavior: capturing reasoning steps, tool-call history and agent data flows across any model platform; combined with DXA Blockchain’s immutable encryption for tamper-proof legal evidence.

DXA Vault — Centralized secrets & key management

DXAVault

Centralized secrets & key management

A centralized vault for the ecosystem’s secret keys and credentials (passwords, API keys, certificates): enterprise-grade multi-layer encryption, simple self-service management, seamless DXA integration and full auditability.

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03

Layer Data & Insights

Data & Insights

DXA Lakehouse — Unified data platform

DXALakehouse

Unified data platform

Designing a modern data architecture that unifies Data Lake and Data Warehouse; a clean, standardized data foundation fully ready for AI models.

DXA Analytics — Intelligent data analytics

DXAAnalytics

Intelligent data analytics

Turning raw data into actionable knowledge through advanced analytics; helping leadership forecast trends and make strategic, data-driven decisions in real time.

DXA KnowledgeBase — Knowledge management & semantic search (RAG)

DXAKnowledgeBase

Knowledge management & semantic search (RAG)

Knowledge management and semantic search (RAG): ingest and sync internal sources (PDF, Word, web, databases), auto-vectorize and index them, then serve an API or chatbot for accurate, low-latency, secure queries.

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DXA FeatureStore — Feature store & AI data connection gateway

DXAFeatureStore

Feature store & AI data connection gateway

A centralized feature store & tool registry for ML models and AI agents: standardized feature definitions, connection APIs and transformations from DXA Lakehouse; enabling feature reuse with real-time, ultra-low-latency access.

04

Layer Operations & Optimization

Operations & Optimization

DXA MLOps — AI operations & automation

DXAMLOps

AI operations & automation

Standardizing the AI lifecycle from deployment and automated testing to model retraining; keeping AI systems stable as market data shifts.

DXA Observability — AI performance observability

DXAObservability

AI performance observability

A monitoring system that optimizes operating cost (Token/API), measures latency and controls AI "hallucination" to fully protect business processes.

05

Layer Activation & People

Activation & People

DXA Agentic — Agentic AI & automation

DXAAgentic

Agentic AI & automation

Moving from "AI that analyzes" to "AI that acts". Frameworks for designing autonomous AI agents that automate complex, cross-functional business workflows.

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DXA Academy — AI upskilling & human-AI collaboration

DXAAcademy

AI upskilling & human-AI collaboration

Even the best technology fails if people cannot use it. DXA Academy redesigns the employee experience, drives digital upskilling (AI Upskilling) and builds a human-machine collaboration culture (Human-in-the-loop).

DXA OmniConnect — Multi-channel AI connection & orchestration gateway

DXAOmniConnect

Multi-channel AI connection & orchestration gateway

An AI Gateway that brings AI into enterprise chat platforms (Slack, Teams, Telegram, Zalo): query the internal knowledge base and trigger DXA Agentic autonomous workflows right in the chat, in natural language.

DXA Workspace — Collaborative AI workspace & orchestration

DXAWorkspace

Collaborative AI workspace & orchestration

A collaboration space (Agentic Workspace) connecting people with networks of autonomous AI agents: orchestrate multi-agent workflows with real-time approval (Human-in-the-loop) so humans always control critical decisions.