LLM orchestration
Model routing, tool use, memory, and guardrails—designed for consistent, auditable agent behaviour in production.
Tap to flipAgentic AI Systems
Institutional-grade agentic AI for capital markets and regulated industries
Built by practitioners, not consultants. Applied Agentic Limited delivers production agent infrastructure — from multi-agent research pipelines to enterprise workflow automation.
Capabilities
What we do
Services
Production-grade agent infrastructure for teams that need reliable automation—not prototypes.
Tap a card to flip — glossary definition on the back.
Agent workflows
Multi-step pipelines for research, reporting, and operations—with human oversight and clear escalation paths.
Tap to flipEnterprise integration
Secure APIs, webhooks, and deployment on your infrastructure—connected to the tools your team already uses.
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Tell us about the problem — we’ll respond within one business day.
Deck libraries
Libraries
A curated collection of agentic investment and architecture research libraries — built through a systematic process, synthesized by research agents.
Research
7 briefs
Slide decks from Sylia’s TPA synthesis — Delta, Granite, and Caymen lenses on thematic equities, foundation models, and IPO diagnostics (demo only).
Open library →Featured slide
Architecture & Design
4 decks
Hybrid retrieval, shared memory services, and multi-agent orchestration for production agentic systems.
Open library →Featured slide
Equity analysis
Latest stock research
Homepage preview of the featured symbol — scorecard snapshot and earnings flow chart, updated on each deploy.
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Alternative data
Alternative Data Ingestion and Analysis
Synthesizing market data across alternative data sources and domains — supply chain networks, prediction markets, regulatory filings, and live market context in the panels below.
Market context
Markets pageNews & events
Top stories, corporate headlines, and economic calendar
Market overview
Indices, equities, and futures at a glance
Forex heatmap
Major currency strength — size and daily change
TradingView embed — delayed data may apply. Links open tradingview.com. Terms
Polymarket
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Polymarket snapshot — not trading or gambling advice. Links open polymarket.com. Terms
SEC EDGAR — latest 8-K & 13F
Scheduled ingest of regulatory filings with normalized metadata and short summaries for agentic research workflows.
Proof of work
Case studies
Representative demos of production agentic systems. Proprietary IP — sanitized for public viewing.
1
Quant Research, Portfolio Construction & Risk Management
2
Voice-Led Client Intake, RAG & Governance
3
N8N Agentic Workflow Orchestration
Explore interactive demos, slide decks, volatility surfaces, and live workflow panels.
View all case studiesCommon questions
FAQ
Quick answers for partners, prospects, and search engines.
- What is Applied Agentic Limited?
- Building agentic AI systems. We specialize in capital markets, architecting bespoke agentic AI solutions.
- What kind of services does your company offer?
- Bespoke implementation of multi-agent systems that require localized private or hybrid LLM token processing, bespoke workflows, and agentic services development.
- Who do you work with?
- Prop shops, research groups, fintech, professional services, and enterprises automating research, knowledge synthesis and decision execution work.
- Where are you based?
- Hong Kong. We work with clients locally and internationally.
- How do I get started?
- Email [email protected] or call +852 6526 3908 to discuss a demo.
Still evaluating fit? Email or call when you are ready — no obligation.
Get in touchLeadership
Who we are
Institutional systematic equities and production agentic AI — one team shipping workflows clients can run, not slideware.
Applied Agentic Limited was founded by Terence Cheng, a Portfolio Manager at CPP Investments with 14+ years of buy-side systematic equity experience. He brings the auditable research process, factor risk discipline, and regulated-environment governance of institutional capital markets to the firm’s agentic AI infrastructure.
The company sits at the intersection of capital markets fluency and applied AI engineering — building the auditable, governed, human-in-the-loop infrastructure that regulated finance and professional services firms need to deploy LLMs in production. The two careers compound rather than diverge.
Earlier career includes R&D at Algorithmics, cryptography software at Research In Motion (BlackBerry), and large-scale systems work at Sun Microsystems.
Systematic equities — areas of expertise
Cash equities strategies
- Long/short market-neutral, cross-sectional, factor investing; long-only index-enhanced
Single-name option strategies
- Vol capture, theta harvesting
Equity research
- Single-name option factors, variance swaps, implied vol skew
Engineering
- Alternative data, feature engineering, quant model building
- Axioma / scenario optimization
- End-to-end production systems
Portfolio management
- Proprietary + Barra risk models
- Black-Litterman; portfolio attribution
- Weekly rebalance; daily model
Trading
- Execution research
- OMS/EMS implementation
- Algo development; TCA
Education & credentials
- Master of Finance (MFin) — Queen's University
- Master of Management Sciences (MMSci) — University of Waterloo, Faculty of Engineering
- Bachelor of Mathematics (BMath), double major in Computer Science and Combinatorics and Optimization — University of Waterloo
Sylia
Founding AI agent · Complex agentic workflows
Sylia is Applied Agentic's founding AI agent — built to execute complex, multi-step agentic workflows and raise operational efficiency across research, intake, and reporting pipelines. She orchestrates models, tools, and human-in-the-loop checkpoints so teams spend less time on repetitive coordination and more on decisions that require judgment.
Across the case studies on this site she handles voice-led client intake, RAG-backed retrieval, presentation synthesis, and workflow architecture. She is a product and collaboration layer, not a substitute for licensed professional advice.
Get in touch
Contact
For partnerships, inquiries, or platform access, reach us directly.