QuicksilverLens
    The Intelligence Engine for the Real World

    Build Your Lens.
    See Your World Intelligently.

    Stack your data, documents, and context into a Lens that thinks.
    Ask questions. Get answers you can verify—with sources.

    Spreadsheets & CSVs
    PDFs & Documents
    Notes & Context
    PlaygroundGet Started

    From Chaos to Clarity

    Your Lens Transforms Raw Data Into Insight

    sleep_data.csv
    date,hrv,deep_sleep,tags
    2024-01-15,45,1.2,alcohol
    2024-01-16,62,2.1,exercise
    ... 90 more rows
    sleep_research.pdf
    "Alcohol consumption within 3 hours
    of sleep reduces HRV by 15-40%..."
    My notes
    "Felt terrible Monday morning
    after weekend drinks..."

    Scattered Data

    Your Lens

    "How does alcohol affect my sleep?"

    Analysis Complete
    Verified

    On nights with alcohol, your HRV drops -31% and deep sleep decreases by -45 min on average.

    Sources:
    sleep_data.csv:rows 12-47
    sleep_research.pdf:p.23

    Actionable Insight

    Philosophy

    The Four Pillars

    What makes Quicksilver different from ChatGPT, Glean, or Tableau.

    Multimodal RAG

    Query across CSVs, PDFs, and text—unified in one request. Your Lens reasons over all sources simultaneously.

    Verifiable Trust

    No black boxes. Every answer has click-to-verify citations. We'd rather say nothing than hallucinate.

    Predictive Simulation

    Beyond retrieval. See the "Ghost Line"—what should have happened. Counterfactual reasoning for the physical world.

    Compliance by Design

    Privacy is architecture, not afterthought. Air-gapped deployment. Raw data never leaves—only sanitized insights flow out.

    One Engine, Infinite Lenses

    From Raw Data to Real Decisions

    Each Lens is optimized for a specific domain. See how they work in action.

    Health
    Trading
    E-commerce
    Solar Ops
    Cloud Cost
    + More
    Health Optimization
    Bio-Hacker
    Alice's Bio-Rhythm Lens

    The Problem

    Blood sugar spiked at 9:30 PM despite strict fasting protocol

    The Insight

    8 PM HIIT sessions triggered cortisol-driven liver glycogen release—confirmed by cross-referencing CGM data with research papers

    The Outcome

    Moved training to 7 AM

    +45 min

    deep sleep in 3 days

    CGM data
    Strava
    3 research papers
    Market Intelligence
    Trader
    Joe's NVDA War Room

    The Problem

    5 AM Twitter rumor: "China GPU ban" — stock dropped 3% pre-market

    The Insight

    Cross-checked 10-Q PDF with CFO statement—China was only 4% of revenue [PDF p.32]. Rumor overblown.

    The Outcome

    Bought the dip at $880

    +$42K

    paid for the year

    10-Q PDF
    Twitter rumor
    CFO statement
    Unit Economics
    DTC Founder
    Lee's UrbanHype Store

    The Problem

    Hypebeast said "utility vests" were trending—almost ran a big campaign

    The Insight

    $45 price - $28 cost - $20 CPA = -$3 per sale. Recommended Jacket-009 instead: $50 net profit.

    The Outcome

    Switched to profitable SKU

    +$50

    profit per unit

    Inventory CSV
    Sales CSV
    Trend article
    Anomaly Detection
    Grid Ops
    Dave's Solar Array 7

    The Problem

    Array 7 underperforming—was it clouds or equipment failure?

    The Insight

    Ghost Line showed 45 kW expected vs 32 kW actual. Gap = physical obstruction, not weather. Loss: $1.56/hour.

    The Outcome

    Cleaned panels immediately

    +29%

    output restored

    Sensor log
    Weather API
    Local Lens
    How It Works

    Stack. Ask. Verify.

    1

    Stack Your Facets

    Drop in data (CSV), documents (PDF), or context (text). Each is a Facet. Stack multiple sources for cross-validation.

    2

    Ask Your Lens

    Type in plain English. The Lens synthesizes all Facets—data, docs, context— into a grounded answer.

    3

    Click to Verify

    Every claim has a citation capsule. Click to jump to the source— PDF page, CSV row, or original text.

    Ready to See Your World Intelligently?

    Build your first Lens in minutes. No credit card required.

    Try PlaygroundGet Started

    © 2026 Quicksilver Lens

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    A MachineFi Lab Product

    GitHub