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AQPTECH · ENGINEERING POSSIBILITIES

Generative AI & Knowledge Retrieval

Design assistants for internal document retrieval and drafting within an agreed scope. Combine source references, access permissions and result review.

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OVERVIEW

Generative AI & Knowledge Retrieval — from idea to delivery

Design assistants for internal document retrieval and drafting within an agreed scope. Combine source references, access permissions and result review.

From existing products to custom development, we start by understanding objectives, validating feasibility and agreeing deliverables. Each delivery phase has a clear scope and evaluation criteria.

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SCOPE & DELIVERABLES

Focused on your challenge

01

Prepare and connect approved document sources

Review requirements, current systems and constraints to agree the technical scope.

02

Retrieval-augmented generation (RAG)

Build and test in a trial environment against an agreed design.

03

Evaluate answers, enforce access and review outputs

Evaluate results against acceptance criteria; prepare documentation and handover.

CORE PILLARS

Connect experience, data and operations

01

Digital experience

Build web, mobile and operational interfaces around users and business workflows.

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02

Data & artificial intelligence

Connect data sources, analyze visual information and validate AI models against real use cases.

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03

Systems & operations

Integrate devices, video and cloud infrastructure, with monitoring and handover planned from the start.

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ENGINEERING CAPABILITIES

How we help you move forward

Explore the capabilities that fit your project.

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AI & Data Engineering

From initial requirements to a deployable solution, define the architecture, scope and evaluation approach together.

  • Computer vision, OCR and video analytics
  • Edge inference pipelines
  • AI agent scope evaluated through a PoC
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LET’S FIND YOUR NEXT STEP

Find a product for your next step

PRODUCTS & PLATFORMS

Technology built for the real world

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OUR APPROACH

Engineering depth. Practical collaboration.

Good solutions begin with understanding and improve through deliberate validation.

Connect software and systems

Design data flows, APIs and integrations within a coherent architecture.

From the edge to the platform

Consider performance, connectivity and operating conditions from the start.

Validate before scaling

Agree on test data and acceptance criteria for each delivery phase.

Adapt to your requirements

Combine products, custom development and integration around an agreed scope.

Plan for ongoing operations

Define documentation, handover, monitoring and maintenance responsibilities.

TECHNOLOGY IN PRACTICE

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AQPTECH · LET’S BUILD WHAT’S NEXT

Your next step starts with your challenge

Choose the right product, integration scope and validation plan together.

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TECHNOLOGY PERSPECTIVES

Insights & ideas

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LET’S BUILD WHAT’S NEXT

Ready to turn your idea into a practical solution?

Tell us about your challenge and explore the next step together.

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Frequently asked questions

What services does AQPTech offer?

Our capabilities span software, AI and data, product engineering, embedded systems and IoT, cloud infrastructure and video integration. Delivery scope is agreed after discovery.

Should I choose a product or custom development?

A product fits when its capabilities match your workflow. Custom development addresses specialized requirements and deeper integrations. We help evaluate both approaches.

Can we start with a proof of concept?

Yes. We agree on the use case, sample data, test environment and acceptance criteria before starting the PoC.

Can you integrate with existing systems?

Integration feasibility depends on existing APIs, protocols, access permissions and security requirements.

How are cost and timeline determined?

After discovery, AQPTech defines scope, deliverables, milestones and resources to propose a suitable budget and timeline.

How do I discuss a project?

Use the form above to prepare an email, or contact contact@aqptech.vn directly.

AQPTech · GROW WITH US

Supercharge your career with us

At AQPTech, we connect people, technology and real-world challenges. Learn together, grow your skills and build solutions that create value for businesses.

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Find your next step with AQPTech

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AQPTech

Powering Decisions

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