You bring the business problem. We deliver the working AI system
QuanSkill finds the right AI opportunity and designs the solution. QuanSolutions builds it, deploys it and keeps it running. One team, start to finish — no gaps, no handoffs, no dead prototypes.
Built by AI engineers, product architects and domain specialists.
// Customer's Pain
Most AI Projects Never Reach Production Companies don't struggle because AI doesn't work.
They struggle because discovery, engineering, and ownership are disconnected.
Most AI initiatives begin with technology instead of the business problem they're trying to solve.
Projects often move forward before confirming data quality, completeness or accessibility.
Discovery and implementation are split between vendors, creating communication gaps.
After deployment there is no clear ownership, causing projects to stagnate.
// Pick Your Starting Point
Three ways in. Every one ends at a system running in production.
"We don't know where to start."
We map the opportunity and design what should be built.
"We know what we need. Build it."
We take the spec and deliver a production system.
"Own it end-to-end."
Six stages, one handoff, one accountable team.
// TWO COMPANIES. ONE PIPELINE
Discovery and delivery should never be separate companies.
Most AI failures happen in the gap between advisors and builders. We removed the gap.
QuanSkill — Discovery & Design
The blueprint stage.
Find where AI pays, write down what must be built and how it will be judged.
- Frame the business problem
- Assess opportunity & constraints
- Design architecture & acceptance criteria
- Create implementation blueprint
QuanSolutions — Engineering & Delivery
The build stage.
Engineer to production standard, deploy into your environment and stand behind it in operation.
- Engineer against the blueprint
- Deploy into your environment
- Integrate auth, monitoring, rollback
- Track accuracy, handle drift
// Six Stages. One Handoff.
Every engagement follows the same production pathway.
Quansolutions
Business objective stated in money, time or risk.
Assess
Data, systems and constraints audited honestly.
Design
Blueprint, acceptance criteria, architecture.
Build
Production engineering. Reviewed, tested, versioned.
Display
Business objective stated in money, time or risk.
Operate
Business objective stated in money, time or risk.
// Why AI Projects Stall
Four failure modes behind
nearly every abandoned AI
initiative.
Problem never framed in business terms — no finish line.
Data assumed, not audited — pilot narrows until it proves nothing.
Discovery and delivery were different companies — intent lost in translation.
Nobody owned it after go-live — system switched off without ceremony.
// Market Context
AI adoption is growing.
Production is still the
bottleneck.
The market has adopted AI. The gap is between adoption and production-grade deployment. That's exactly where we operate.
73%
of Vietnamese companies have adopted AI -
adoption is not the differentiator.
13.8%
Have deployed at scale. The rest are pilots waiting for production engineering.
#2
Vietnam ranks #2 in SEA for AI adoption
(26.5% of workforce using AI)
40–50%
of AI talent demand can be met by the market.
The rest must be engineered in.
// Six Practice Domains
Each framed as a business problem, designed
by QuanSkill, engineered by QuanSolutions.
AI Engineering & Deployment
Agents, copilots and decision systems inside your workflow.
Data Engineering
Pipelines and warehouse layers that make AI decisions trustworthy.
Computer Vision & Deep Learning
Systems that detect defects, count, read and decide on the factory floor.
Cybersecurity AI
Detection that learns your environment and removes alert fatigue.
Edge AI & Embedded
Intelligence that runs where the network doesn't.
AI Research & Innovation
Structured research with a delivery path when off-the-shelf fails.
// Get Started
Tell us the problem.
Not the technology
Describe what is costing you money, time or risk today. We will tell you honestly whether AI is the right instrument
Tell us the problem. Not the technology. Describe what's costing your organisation money, time or risk today. We'll tell you honestly whether AI is the right solution.
Phone
+84 942 322 620
info@quanskill.com