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DI·AI → Synergy

Your domain intelligence is your competitive advantage

Domain Intelligence and Artificial Intelligence — two forces

DI·AI = DinergySynergy

Domain Intelligence (DI) is what you know that no one else does — your field, your data, your customers, decades of hard-won knowledge and experiences. Generic AI can't see it; that is exactly why it is your defensible advantage.

Artificial Intelligence (AI) is powerful, but on its own it is generic. We pair your DI with the right AI — adopted, built, or researched — so the two amplify each other.

What we do

Full Stack: AI + Integration + Impact

We consult across the whole stack — the AI itself, its integration into business and industry, and its impact on society and humanity. System-wide and architecturally deep — able to consult on each layer and its interfaces, drawing on three decades of multidisciplinary research and practice.

Products & Services

From Wise Adoption to Domain AI Build

Wise AI Adoption
The integration & impact layers — where AI meets business, industry, society, and humanity. Apply off-the-shelf AI wisely: whether and which fits, at what pace, in what human balance — with governance woven through every layer.
To AI · Not to AISpeed vs. ClarityHuman vs. AIGovernApply & Measure
AI Build
We build new AI in-house — for you, and our own. Domain AI on your knowledge, AI products that drive revenue or savings, and our own R&D where we pick the domain and own the IP.
Domain AIIn-house R&DAI ROI
AI Research
Full-stack research across every layer, published in peer-reviewed journals — including integration & impact lessons from other technologies that carry over to AI. And we build AI Panels to solve AI's challenges collectively.
Our AI frameworkPublicationsAI PanelWhite papers

Trusted by

BOS SecuritySample NinjaKansanshi Mining

Testimony

“AI reduced phishing click susceptibility by 58% vs. 47% with conventional methods. Dr. Wang led us to adopt AI rigorously and maximized AI potential.”
Masialeti Masialeti, PhDHead of IT and Digital, Kansanshi Mining PLC (owned by FQM and ZCCM-IH)
“My go-to authority on technical depth. I am impressed how thorough yet fast she embraces and practices AI advances in the field and shares with peers. Teams will appreciate her breadth of knowledge, diverse and global perspectives, and technical strength.”
David J. Pauleen, PhDProfessor of Technology Management (Ret.), Massey University
Engage

Ready for the synergy?

What's your advantage, and where could AI amplify it? Adopt, build, or research — that's the conversation.

Request a demo →