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Portfolio
Monitoring &
Agentic Intelligence

Monitor factor exposure, news sentiment, and price risk across every holding, with mandate breaches and portfolio context ready for review before the open.

Stock & global news view
Market observation

Technology exposure drifts above mandate.

NVDA NORTH AMERICA
From global observation
Connected to your mandate
To portfolio action
Mandate & risk monitor Every holding checked against your policy
Morning brief 07:30 EST
Mandate connected
Portfolio VaR2.31%Within 2.75% limit
Beta to S&P 5001.14βPolicy band 0.90–1.20
Positions monitored12Across your mandate
Signals that need your attention3 observations
Built for
  • Wealth managers
  • Independent investment firms
  • Portfolio teams

Intelligence that never
lets your IPS slip.


Quanta monitors your holdings, checks risk against your mandate, and prepares a clear morning brief, powered by agentic infrastructure.

Your team starts the day with a risk-ranked memo.

17.5hCovered while markets are closed4:00 PM – 9:30 AM ET

Infrastructure that
supports your desk.

Quanta brings 50+ news sources and 14 quantitative models into a workflow guided by your holdings and mandate.

Market data and filings move through ingestion, risk analysis, and policy checks before the results reach your team through a portfolio brief, prioritized alerts, and CRM updates.

Explore the platform modules
From information to conviction
Market dataNews & sentimentYour holdings
The intelligence layer

Guided by
your mandate

Prioritized signals with clear attribution
Portfolio briefReady for your review
1Schedule & ingest

Start with your holdings

Load your mandate rules and thresholds, then connect market news, filings, and price history to the positions in your book.

2Validate

Check the risk in context

Run quantitative models alongside the mandate engine to identify emerging risks and flag positions that cross a policy limit.

3Deliver

Send the analysis to your team

Route severity-ranked alerts to Slack or email, deliver the morning memo, and append the record to your CRM.

ON-DEMAND RESEARCH

The questions
behind the signal.

Go beyond the morning brief. A team of six AI agents plans each question as a research sprint, reads the web, filings and wires in parallel, and checks every quote word for word against its source before a line is written.

Every claim is graded corroborated, single-source or contested. The note is written from that ledger, measured against your mandate and the latest risk figures, and challenged by an independent reviewer before you see it. Follow-ups build on the same thread.

EXPLORE A QUESTION

Discuss your research workflow
QUANTACO / RESEARCH DESKILLUSTRATIVE WALKTHROUGH
QUESTION / PORTFOLIO EXPOSURE

Where does our book overlap with the semiconductor trade? Is the industry still growing like it was, based on trade patterns and supply, and which other chip manufacturers are attracting heavy funding?

  1. Planner: Splits the question into 3 hypotheses and 11 searches.
  2. Analysts: Search the web, filings and wires in parallel and return 38 candidate sources.
  3. Readers: Read 9 sources and pull 34 quotes, each with its date and stance.
  4. Verifier: Matches 22 of 34 quotes word for word, drops the rest and grades 6 claims.
  5. Composer: Writes the note from the ledger and measures it against your mandate and the latest risk run.
  6. Critic: Challenges the draft before you see it: 2 phrases softened, 1 claim struck.
RESEARCH NOTEStandard depth · independently reviewed

Chip demand is still accelerating; the book owns it as one over-limit bet.

Direction is corroborated across five sources, but 2026 market-size estimates diverge by more than 50% without a reconciled method, and the desk found no funding data for three of the manufacturers it checked.

CONFIDENCE
55%
SOURCES
6 cited / 9 read
QUOTES
22/34 verified
RUN
8m 30s

DESK MEMORYContinues a thread running since 30 Sep: one accelerator holding has breached its beta cap inside an over-limit tech sleeve, and all four segments hold the same 10% sleeve, so the concentration is replicated, not diversified.

Conclusion first: the cycle is not decelerating — monthly sales are growing faster than in any prior upcycle on recordsource 1source 2 — but that does not make the book's expression of it sound. On the latest risk run the portfolio sits at 17.6% VaR against a 12% limit, and one accelerator holding alone drives 42.6% of that risk on a beta of 3.24 against a 1.6 cap. You can be right on semiconductors and still be badly compensated for how you own them.

AGAINST YOUR MANDATELATEST RISK RUN
  • Book VaR17.6%12.0% limitOver
  • Top accelerator beta3.241.60 capOver
  • Hyperscaler beta1.581.60 capNear limit
  • Supporting: Semiconductor sales are accelerating, not fading: the 2026 forecast was raised from $1.51T to $1.66T between the spring and September updates.source [2]

  • Supporting: The latest monthly sales set a 40-year high in year-on-year growth, at roughly 135%.source [1]

  • Supporting: Supply, not demand, is the binding constraint: wafer utilization heads to 99% by 2028 and advanced packaging remains short.source [3]source [5]

  • Adverse: Memory upside is price-led, not volume-led: revenue rose 74% sequentially on 4% bit growth.source [4]

  • Adverse: Sector concentration mirrors portfolio concentration: the tech sleeve is about 40% against a 30% limit, and hyperscaler capex is the single demand driver.source [5]

  • Contested: one structural-risk analysis puts 2026 sales near $0.98T, directly contradicted by the $1.5T-plus forecasts — the true run-rate is unresolved across sources.source [2]source [6]

  • Concentration is structural at the sector level too: AI chips are about half of semiconductor revenue on under 0.2% of unit volume, so diversifying into other chip names buys less factor diversification than it appears.source [6]

  • Consensus capex for 2027 and 2028 already exceeds what has been announced, so the forecast depends on spending that has not yet been committed.source [5]

  1. [1]

    Global semiconductor sales: monthly release

    T1 Primary

    Industry association · 4 Sep · via web

    “Sales were the highest ever recorded, up 135% year on year, the fastest growth in 40 years.”
  2. [2]

    September forecast update: 2026 market outlook

    T3 Commentary

    Research firm · 22 Sep · via web

    “We now see 2026 industry revenue at $1.66T, up from $1.51T in spring, as memory pricing resets higher.”
  3. [3]

    Wafer capacity outlook through 2028

    T3 Commentary

    Brokerage research · 12 Sep · via web

    “Twelve-inch utilization rises from 84% in 2026 to 99% in 2028; advanced packaging is still short.”
  4. [4]

    Memory pricing and the buildout

    T4 Unrated

    Independent analysis · 22 Sep · via web

    “Memory revenue rose 74% sequentially on only 4% bit growth: the upside is price, not volume.”
  5. [5]

    Hyperscalers lift capital spending plans again

    T2 Wire

    Wire service · 30 Sep · via wire

    “Five hyperscalers have announced about $800B of 2026 capex and $1T for 2027, but supply sets the pace.”
  6. [6]

    Structural risks to the 2026 chip forecast

    T4 Unrated

    Independent analysis · 18 Sep · via web

    “AI chips are about half of revenue on under 0.2% of units; we put 2026 sales near $975B.”
  • Corroborated

    Industry sales growth is accelerating year on year.source [1]source [2]

    78%
  • Corroborated

    Chip supply, not demand, is the binding constraint on deployment.source [3]source [5]

    70%
  • Single source

    The 2026 forecast was raised from $1.51T to $1.66T between the spring and September updates.source [2]

    45%
  • Single source

    Memory revenue rose 74% sequentially on 4% bit growth.source [4]

    42%
  • Single source

    Wafer utilization rises from 84% in 2026 to 99% in 2028.source [3]

    40%
  • Contested

    2026 industry sales will reach $1.5T or more.source [2]source [6]

    30%
ASK NEXT
  • What is the realized correlation between the book's three largest chip holdings?
  • The top accelerator beta is double its cap. What does book VaR look like with it held at the cap?
  • Where is the verified funding evidence for the other chip manufacturers?
Every quote checked word for word against its source

SAMPLE OUTPUTQuestions, sources, quotes and figures are invented to show how the Research Desk works. They are not live data, a client portfolio or investment advice.

Keep every stage
of your review connected

Surveillance watches the mandate, intelligence explains the risk, and notifications brief your team before the open.

Continuous mandate monitoring

Global Surveillance

Monitor every holding against your policy

Track VaR, CVaR, beta, sector concentration, and position-level stop-loss limits against each client's investment policy statement. Breach alerts include the exact figures and position context your team needs to review.

Attributed portfolio risk

AI Intelligence

Understand risk before a threshold is crossed

Connect positions, macro factors, and news through belief propagation. An XGBoost model combines those signals into a calibrated breach probability, with SHAP attribution and an analyst summary explaining the drivers.

White-labeled portfolio delivery

Notifications

Deliver your firm's brief before the open

Bring ranked risks, position-sizing recommendations, tax considerations, and mandate checks into a PDF memo with your firm's branding and disclosures. Deliver it to email, Slack, or your CRM, with a complete audit history.

Understand the math
behind the analysis

Quanta links risk factors to your holdings. It tests which signals predict a breach. Every score shows the drivers behind it.

Read the model paper

Intelligence Layer: Technical Overview

From risk factors to an explainable probability

Belief propagation links risk factors. Granger tests validate signals. SHAP shows what drives each score. Walk-forward tests compare results with VaR.

Aaditya Kumar · Quantaco Markets · Toronto

1Connect

Map related risk factors

Belief propagation links holdings with market news and macro risk. Unexpected signals flag emerging risk.

2Validate

Test predictive relationships

Granger tests check whether a factor adds predictive value. Each relationship gets a clear support rating.

3Explain

Attribute the breach score

The model estimates breach probability. SHAP shows how each driver moves the score.

Get your first brief
within two weeks

From the first call to your first brief in four steps, configured around your holdings, rules, and workflow.

120 minutes

Discovery

A short call to review your holdings, mandate rules, and workflow.

2Week one

Connection

We connect your data feeds and load your IPS thresholds.

3Week two

Go live

Your first brief arrives before the open, with alerts routed to Slack or email.

4Ongoing

Refinement

We recalibrate models, maintain feeds, and review with you each quarter.

Keep your team lean
as coverage grows

Research capacity

Scale without another hire

A capacity target of five eight-hour days of manual research, equivalent to one full-time role.

Market coverage

24/7 monitoring

Continuously checks holdings, market news, and mandate limits, even when your desk is offline.

Accountability

A clear audit trail

Preserves alerts, risk drivers, and briefs so your team can trace what was flagged and why.

Choose your level
of market intelligence

Start with automated mandate surveillance, add deeper risk intelligence, or bring a dedicated research team into your operation.

Next step

Let’s get your
portfolio covered

A 20-minute call. No cost, no commitment.

Book your audit contact@quantacomarkets.com