Midas Analytics The Platform
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Midas Analytics
The Midas Platform · Product & Architecture

Fragmented Asia data,
made decision-ready.

Midas ingests and curates market data across Asian languages, then puts AI Agents and AskAI on top — delivering decision-ready insights, alerts and briefs in seconds. First the product, live. Then the engineering underneath it.

3 pillars · one platform 9 live product captures inside 24/7 data & AI engine 06 Jul 2026
Michele De Filippo
Presented by Michele De Filippo, PhD
AI Lead · Midas Analytics
The problem with Asia market intelligence

The signal exists. Reading it is the problem.

Everywhere and nowhere
The answers sit in regional filings, local media and broker research — scattered across jurisdictions, languages and formats. Teams don't know where to look.
Generic AI reads the open web
English-first data, uncontrolled search results. No say over where answers come from, no way to verify sources, nothing you can audit — or defend to a committee.
Research goes stale
The search you ran last month stopped watching the moment you closed the tab. Signals appear after you stop looking.
More than any team can read
Asia produces more disclosure, news and chatter than analysts can monitor by hand — and no one can watch it 24/7.
The Midas approach

You define the data universe. AI does the reading.

AI operates only on trusted, curated Asia sources — so every answer is source-locked, fully traceable, and ready to act on.

Source-locked — you control where answers come from Traceable — every claim opens its sources Decision-ready — briefs, alerts, answers
The platform · in motion

One dashboard for all of Asia.

app.midasanalytics.ai · home
Live product · captured from the real dashboard
The platform · at a glance

Three pillars. One workflow.

Pillar 01

Market Research

Search across regional filings, broker research and local media in Asian languages — one structured, searchable foundation instead of twelve tabs.
Removes the hunt across sources and languages
Pillar 02

AskAI

Ask natural-language questions; get research-grade answers grounded only in verified sources — with the receipts attached.
Removes the black-box answer you can't defend
Pillar 03

AI Agents

Autonomous watchers on markets, companies, themes and risks — monitoring around the clock, surfacing alerts and briefs as things change.
Removes the manual monitoring rota

Each pillar next — with the product running.

Pillar 01 · Market Research

All of Asia, in one search.

app.midasanalytics.ai · search
Regional filings · broker research · local media — CNINFO, EDGAR, EDINET and more, in native languages
Watchlists & continuous monitoring

Research that doesn't go stale.

save your search
Save your search. Turn a thesis into a living watchlist that keeps tracking companies, sectors and themes.
surface what changed
Surface what changed. Midas detects new events, risks and opportunities as they emerge — you never re-run the search.
Pillar 02 · AskAI

Answers you can defend.

app.midasanalytics.ai · ask-ai
A natural-language question in — a sourced, research-grade answer out
Why you can trust the answer

Built for trust, not plausible text.

Source-locked by design
AskAI answers only from your defined data universe — the curated Midas corpus. It is a research interface, not a general-purpose chatbot.
Facts ≠ interpretation
Every response keeps a clear separation between facts and interpretation — designed to reduce risk, not to generate plausible text.
Inspectable, end to end
Open any answer and see how it was formed: the sources, the reasoning steps, the relevance — validate before you act.
Always current
Grounded in the continuously updated research layer — signals, filings and briefs refreshed by the 24/7 engine underneath.
Where teams reach for it
Validate a signal before escalating Understand a regulatory change Pressure-test a thesis Context before a meeting
Pillar 03 · AI Agents

Not one agent. An army.

app.midasanalytics.ai · ai-agents
Each agent is an autonomous watcher — on a market, a company, a theme, or a risk
What the agents take off your plate

Agents monitor, so people decide.

Today — humans as watchers
Track equities manually, name by name
Read endless articles, most of them noise
Refresh regulatory sites for updates
Check every morning if "something changed"
Maintain alert spreadsheets by hand
Human attention doesn't scale — and it sleeps.
With Midas — a 4-step agent loop
Watch
Detect
Escalate
Deliver
Briefs — daily, what changed & why it matters
Alerts — only when something meaningful moves
Reports — deep dives, on your template
Agents ingest, track patterns and escalate only what is meaningful — no constant human input, no noise.
What it adds up to · click through the three outcomes

From first signal to final decision.

Outcome
Early signal detection. Continuous monitoring plus AI Agents identify market movements before they become consensus — act before they become headlines.
Who it's for

Built for teams that live on Asia signal.

Financial services
Hedge fundsInstitutional-grade intelligence to detect risks, validate theses and act early.
Asset managersIdentify themes, understand market structure, monitor risk across long horizons.
Private equityIdentify opportunities, validate targets, win competitive mandates across Asia.
Allocators & insurersMaintain visibility across markets, assets and risks for capital preservation.
Corporate & consulting
TechnologyTrack market shifts, regulatory change and competitive dynamics across Asia tech.
Energy & infrastructureTrack regulatory actions, project developments and competitive moves before impact.
Manufacturing & supply chainMonitor competitors, suppliers and regulation to detect threats early.
Trade & logisticsStay ahead of disruptions, regulatory shifts and competitive moves.
Under the hood · for the technical reader

Four engineered products, modeled on human senses.

The platform you just saw is the surface of a product family built to emulate how an analyst senses the market — so one analyst does the work of ten.

Oculus · see
The monitoring platform
Real-time tracking and analysis of market sentiment and trends, 24/7. Powers Market Research & watchlists.
Vox · ask
The GenAI layer
Ask anything, get everything — answers over the curated corpus, with sources. Powers AskAI.
Cortex · delegate
The robo-analyst
Tailored investment analysis run to your requirements. Powers AI Agents.
Auris · integrate
The API
Streams Midas data and insights straight into your own stack — the integration surface.

Shared knowledge base: news · social media · earnings calls · financial statements · network experts & more.

Target architecture · one pipeline

Raw Asia data in. Decision-ready intelligence out.

Sourcesmultilingual · primary
70+ news sources social media filings — CNINFO · EDGAR · EDINET earnings calls market data network experts
Data layermidas-data · hourly
always-on scrapers entity standardization — Bloomberg-verified enrichment — LinkedIn · Glassdoor ticker & price resolution quality monitors
AI enginemidas-engine · 24/7
translate sentiment & emotion topics — 4-level taxonomy entities — NER + dedup relationships risk indices — 6 lenses
Insights hubsingle source of truth
documents entities risk indices taxonomies
Deliverywhere users meet it
Platform — web dashboard AskAI — RAG over the hub AI Agents — alerts & briefs API — your stack

AI sits on top of the pipeline — not inside the data layer. You always know where an answer comes from.

The data layer · midas-data

Volume, with discipline.

Always-on ingestion
~9,000 articles parsed daily from 70+ sources on hourly cycles — primary sources captured at the point of publication, across fragmented jurisdictions.
One company, one identity
Company names standardized against Bloomberg-verified profiles, enriched with LinkedIn & Glassdoor, deduplicated by logo hash, URLs and simplified names — so every mention resolves to the right entity.
Market data joined in
Tickers resolved and priced through market-data APIs — so news signal meets price action in one place.
Quality measured like an SLA
Every feed tracked on volume, completeness, timeliness and consistency — live dashboards plus notifiers that flag drift before users ever see it.
The AI engine · midas-engine · step through it

Six models read the market, every hour.

01
Translate
02
Sentiment & emotion
03
Topics
04
Entities
05
Relationships
06
Risk indices
Step 1 / 6
Translate
A language registry spots non-English news the moment it lands; articles are translated hourly, so Mandarin, Japanese or Bahasa headlines enter the same pipeline as English ones.
AskAI under the hood · Vox endpoints

Retrieval first. Generation second.

Your questionnatural language
Embedderbge-base-en-v1.5
Vector storeMidas corpus only
Retrieverdocuments + entities
LLMopen-weights · swappable
Answer + sourcestraceable · inspectable
Source-locked by construction
The model only ever sees retrieved, curated context — it cannot wander to the open web. Grounding is architectural, not a prompt promise.
Article-scoped mode
Reading a story? Interrogate that article alone — with suggested questions and follow-ups built in, and companies clickable into their profiles.
Model-agnostic
Embedder and LLM are swappable components behind the endpoint — models improve, the architecture stays. No vendor lock-in.
Infrastructure & discipline

Run like a product, not a demo.

Cloud + on-prem hybrid
AWS in Hong Kong and Singapore, with on-prem components where data must stay put — deployed close to the markets it reads.
Gated releases
DEV → UAT → PROD, with system-integration testing against a copy of production before anything ships. No cowboy deploys into a live research tool.
Three dedicated teams
Data, AI and Software — each owning its layer end to end, from scraper SLAs to model quality to the interface you saw.
Everything monitored
Per-service dashboards and alerting across scrapers, engine and endpoints — the engine watches the market; the ops layer watches the engine.
Proof, not claims

Certified, awarded, audited.

Huawei Cloud Ignite 2023 — Fintech winner
Winner of the Fintech category, Huawei Cloud Ignite Startup Competition 2023 — "Instant insights, faster decisions."
TSSSU awardee
Backed under the HK Government's Technology Start-up Support Scheme for Universities — university-grade R&D roots.
ISO 27001 certified
Information-security management certified — the discipline behind handling market-sensitive research data. View the certificate (PDF)
Designated R&D institution (DLRI No. D041)
Recognized by HK's Inland Revenue as a Designated Local Research Institution — R&D with Midas qualifies for the 300% deduction on the first HKD 2M of qualifying spend. Source: IRD (Cap. 112)
ISO 27001 · click to enlarge
DLRI No. D041 · click to enlarge
See it on your markets

A live demo beats twenty slides.

Step 01

Tell us your universe

The markets, sectors and names your team actually covers — a short call is enough.

Step 02

We load it

Your watchlists, sources and agents configured on the platform — before you ever log in.

Step 03

Live demo, your coverage

The platform running on your names and markets — judge it with your own eyes.

Write to michele@midasanalytics.ai — or reply to the message this deck came with.

Midas Analytics

Thank you.

You define the data universe. AI does the reading — fragmented Asia data, made decision-ready.

midasanalytics.ai
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