01APPLIED INTELLIGENCE
ORCHESTRATE
Agent systems, not isolated answers.
We connect models, knowledge, tools and human decisions into repeatable operating workflows.
Applied intelligence for education & knowledge services
AI agents built
for real learning
workflows.
Keyvia connects agent orchestration, knowledge systems, evaluation and learning data—turning general AI capability into deployable, reviewable products that improve over time.
KEYVIA INTELLIGENCE ENGINELIVE SYSTEM MAP
INTELLIGENCEENGINE
KNOWLEDGE
AGENT
EVALUATE
ADAPT
GOVERN
INPUT→ORCHESTRATE→VERIFY→GROW
SYSTEM TYPEOrchestrated agents
PRODUCT PRINCIPLEHuman-supervised
FIRST VERTICALEducation & learning
01 / ABOUT KEYVIAFrom model capability
From model capability
to dependable workflow.
We do not rebuild foundation models. Keyvia focuses on the critical layer between models and real work: understanding context, orchestrating tasks, applying knowledge, verifying results and keeping professionals in control.
02LEARNING INTELLIGENCE
UNDERSTAND
Every interaction becomes a better next step.
Assessment signals become explainable learner profiles, adaptive practice and continuous improvement.
03HUMAN ACCOUNTABILITY
GOVERN
AI that stays reviewable and accountable.
Educators and domain experts remain in control of high-impact outputs, policies and decisions.
OUR DIRECTION
Education is our first deployment vertical. Knowledge-service infrastructure is the larger direction.
See the architecture02 / PRODUCT SYSTEMTwo products.
Two products.
One shared intelligence engine.
The institutional and learner experiences share one knowledge, assessment and profile layer—so every real interaction can improve the next decision.
01 / INSTITUTIONIN DEVELOPMENT
EW
Keyvia EduWorkspace
启纬工作台 · AI Workflow PlatformA reviewable AI workspace for educators, schools and learning organizations—turning repetitive academic tasks into structured, reusable workflows.
- 01Assignment & rubric feedback
- 02Lesson, practice & quiz generation
- 03Writing, speech & progress assessment
02 / LEARNERIN DEVELOPMENT
KC
Keyvia Coach
启纬智练 · Personalized Training & AssessmentA continuous learning companion that connects original practice, error diagnosis, ability profiles and adaptive next steps.
- 01Original practice generation
- 02Error diagnosis & ability profiles
- 03Adaptive paths & AI coaching
SHARED SYSTEMKeyvia Intelligence Engine
- Knowledge Graph
- Agent Orchestration
- Assessment Engine
- Learner Profiles
03 / TECHNOLOGYBeyond chat.
Beyond chat.
Into accountable systems.
Keyvia places model calls inside a complete operating context: every task has provenance, permissions, knowledge, evaluation criteria and human review points.
05Experience Layer
Educator workspace · learner coach · institutional tools
04Agent Orchestration
Routing · context · permissions · tool use · verification
03Knowledge & Assessment
Knowledge graph · rubrics · rules · evaluation engine
02Learning Intelligence
Signals · learner profiles · diagnosis · adaptive pathways
01Model & Data Foundation
Multimodal models · domain data · security controls
WORKFLOW TRACEHUMAN-IN-THE-LOOP
01
Receive real taskINPUT
02
Orchestrate models & toolsROUTE
03
Apply knowledge & rulesGROUND
04
Evaluate & human reviewVERIFY
05
Deliver & update profileADAPT
04 / SOLUTIONSDesigned around real work.
Designed around real work.
Built for measurable value.
01FOR EDUCATORS
More time for teaching.
Reduce repetitive preparation and feedback work while keeping every important output reviewable.
Prepare → Review → Improve
02FOR LEARNERS
A path shaped by real understanding.
Move beyond answer checking with diagnosis, ability mapping and the next practice that matters.
Diagnose → Adapt → Grow
03FOR INSTITUTIONS
AI workflows teams can operate.
Standardize high-frequency academic processes without losing institutional policy or professional judgment.
Standardize → Govern → Scale
04FOR KNOWLEDGE SERVICES
Turn expertise into a living system.
Structure domain knowledge into reusable agents, evaluations and accountable service workflows.
Structure → Orchestrate → Deliver
05 / RESPONSIBLE AIIntelligence can scale.
Intelligence can scale.
Accountability cannot be outsourced.
We design human oversight, output evaluation and purposeful data use into the product—not as an afterthought.
Human in control
Educators and domain experts review high-impact outputs and retain final decision authority.
Evaluated before scaled
Workflows are tested against rubrics, rules and real operating conditions before broader deployment.
Purposeful data use
Data should serve a defined learning or workflow purpose, with access and retention kept intentional.
DESIGN PRINCIPLE
Humans remain responsible for consequential decisions.
HUMAN → SYSTEM → HUMAN06 / FOUNDING TEAMBuilt across education,
Built across education,
engineering and data.
From education operations and commercialization to agent engineering and model evaluation, the team spans the capabilities needed to move applied AI into real settings.
01STRATEGY & COMMERCIALIZATION
Jay Guo
Founder & CEO
A University of Toronto Linguistics Honours graduate and serial entrepreneur with experience scaling education operations, teams and commercialization. Jay leads company strategy, product direction, business development and industrialization.
University of Toronto · Honours BA, Linguistics
02PRODUCT & ENGINEERING
Yanny Huang
Co-founder & CTO
An Honours graduate in Computer Science and Statistics from the University of Toronto and a former member of the Quant Development team at Polar Asset Management Partners. Yanny leads AI architecture, agent systems and engineering execution.
University of Toronto · Honours BSc, Computer Science & Statistics
03DATA & MODEL EVALUATION
Tiffany Chen
Co-founder & Data Science Advisor
A Master of Data Science graduate from the University of British Columbia with a foundation in data analytics, machine learning and AI. Tiffany supports data analysis, model evaluation, learning-data processing and product testing.
University of British Columbia · Master of Data Science PILOT · PRODUCT · INDUSTRY PARTNERSHIPS
Let's build the next
learning workflow.
We work with schools, learning organizations, technology partners and industry collaborators to explore real-world pilots and long-term partnerships.
School & institution pilotsTechnology & product partnershipsIndustry & strategic collaboration
A verified contact inbox will be connected once confirmed. For now, copy a ready-to-send introduction for the founding team.Intelligence in Every Workflow.