Live · Harold is running

Research That Shows Its Work

Meet Harold — your AI research agent. Ask a question in plain English; get back analysis where every number is traced to its source and every strategy carries its backtested record.

45+ Research Tools
50+ Live Data Sources
10 Years Backtested Evidence

Interface renderings. Illustrative data — not live positions or investment advice.

Coverage across every asset class Harold can source data for

Equities Options ETFs Crypto Macro
Three roles, cleanly separated

A Coach, a Player, and a Reviewer

Most AI tools give you one assistant that does everything, badly. AlphaCanvas splits the job the way a real desk does — one agent picks the play, one runs it, one grades the tape.

H
Harold
The Strategist

Your research agent. Harold reads the question, decides which of 45+ tools to call and in what order, then answers with the evidence attached — including which playbook the scorecard says fits and how confident it is.

  • Chains tools automatically — data, backtests, filings, macro, sentiment
  • Hunts setups on demand with /hunt, /setups, /styles
  • Grounds every number against the tool output that produced it
  • Writes 8 macro briefings a day, including a pre-market day thesis
Included on every plan
M
Mack
The Executor

The per-trade agent. Once an idea exists, Mack runs that playbook's exact rules every cycle — entries, stop distance, time limits, exits. He never invents a number; the grammar hands him the ones the backtests proved.

  • One dedicated agent thread per trade idea
  • Reassesses the mission on a style-aware cadence
  • Structured decisions with reasoning and a confidence score
  • Bounded by a 1–5 risk dial you set, not by its own judgment
Pro monitors · Enterprise executes
I
Iris
The Reviewer

The performance manager. Four times a day Iris grades the live book against what the evidence said should happen — adherence, expectancy, drift — and proposes corrections where reality and the playbook disagree.

  • Fleet review at pre-market, midday, pre-close and post-close
  • Grades adherence against the grammar in force at trade time
  • Surfaces flags the monitor raised during the session
  • Blocked from migrating a trade into a refuted playbook
Enterprise
The platform

Ask in English. Get Back Evidence.

No dashboards to build, no alerts to configure, no query language to learn. Harold picks the tools, runs them in sequence, and shows you the whole chain so you can audit the path he took.

50+ Live data sources, 6 timeframes
45+ Research tools, 12 categories
17 Backtested playbooks
24 Pattern detectors, win-rated

Or skip the typing

Slash commands run a whole pipeline and hand Harold the results to narrate.

/hunt

Self-directed origination. Ranks the universe, fuses signals into a consensus, prices structures, and returns a two-lane slate with conviction tiers, near-misses and a market read.

/hunt alpha · /hunt income · /hunt technology
/setups

Equity setup candidates ranked by relative strength, trend posture, RSI positioning and a fundamentals overlay — scoped to the hottest sectors, or a sector you name.

/setup · /trades · /setups financials
/setups-options

Takes the top equity candidates and goes one level deeper: live chains, then the best cash-secured put, covered call and directional strikes by IV, greeks and annualized yield.

/wheel · /options-setups · /setups-options energy
/styles

The scorecard, in plain English. One-line profiles for every playbook, full detail on any one of them, and a deterministic backtest you can run on your own symbols.

/styles income_harvest · /styles test momentum NVDA
New — /hunt

Stop Staring at Screeners

Ask Harold to go hunting and he runs the whole origination pipeline himself: rank the universe, fuse the signals, price the structures, and hand back a slate you can act on.

Signals vote as equal peers — patterns, regime, technicals and relative strength each get a say, and none of them gets a veto. Conviction is the weighted result of that vote, not a number an LLM felt like producing.

  • Two lanes. Directional alpha from consensus leaders with cheap implied vol and a catalyst; premium income from richly-priced options.
  • Conviction tiers. Every card is labelled conviction, speculative or lottery. Nothing is dressed up as more than it is.
  • Near-miss watchlist. The names that failed on one gate, with the gate named — so you know what to wait for.
  • Market read. One line explaining why the slate looks the way it does today.
Harold — hunt pipeline Running
/hunt alpha technology
Momentum leaders relative strength · 412 symbols
Sector heat tech, energy, financials
Broaden universe market-cap filtered · 25 candidates
Consensus vote patterns · regime · technicals
Batched catalyst scan 1 request · 15 symbols
Price structures broker-first mid · liquidity gate
Market read: Alpha 2 picks from 15 seeds — 5 no direction, 4 IV too rich, 3 illiquid, 1 no expiry fit. Regime bias risk-on.
AVGO Feb 210/230 call spread Conviction
Consensus+0.71
IV / RV0.92×
Catalyst18d
Max R:R3.1:1
MU Feb 118 long call Speculative
Consensus+0.34
IV / RV1.08×
Catalyst26d
Debit$6.20
Pricing is broker-first with the source labelled on every card.

Rendering of the /hunt slate. Illustrative data.

The part nobody else shows you

Every Playbook Has a Report Card

A strategy that worked once in one bull market isn't an edge — it's a coincidence. So we tested 17 playbooks across 10 years of history, split into four separate market eras, and published the result inside the product.

Style Matrix — daily equities 17 playbooks
Playbook Segment Tier Fold-mean Folds+ Confidence
MomentumcryptoFlagship+3.124/4Confirmed
Scale & LaddercryptoFlagship+2.684/4Confirmed
Breakout StalkermegaSolid+1.914/4Confirmed
Mean ReversionsmallSolid+1.844/4Confirmed
Income HarvestmidSolid+1.424/4Confirmed
Mean ReversionmegaAvoid-0.221/4Refuted
Day Scalperanycost_diesGated
How to read it
Fold-mean — average reward-to-drawdown across the four eras. The ranking number.
Folds+ — how many eras were positive. 4/4 is the gold standard.
Confirmed — survived a second, narrower stress test. Provisional means one lucky run.
Conditions carry through. Income Harvest is only confirmed where implied vol is richly priced — IV rank at or above 70. The gate travels with the recommendation.
Gated — the edge is smaller than realistic spreads and commissions, so it is never recommended.
Backtested results are historical and do not predict future performance.

Rendering of the style matrix Harold reads before recommending anything.

Confirmed, or it doesn't get recommended

Ten years of history split into a bull run, a crash, a bear market and a recovery. A playbook that only worked in one of them is fragile, and we say so.

  • Four folds, not one. We report the average across eras and the worst era, because the worst era is the honest number.
  • Confirmed vs provisional. Promising results get re-run on a narrower grid. Only survivors are recommended.
  • Costs applied. Strategies that die once real spreads and commissions are subtracted are labelled cost_dies and never recommended.
  • Honest narrowing. Mean reversion is trustworthy on small-caps and refuted on mega-caps. You see both.

And every number gets the same treatment

Harold's arithmetic is checked against the tool output that produced it — deterministically, with no second model grading the first. Each number in a response lands in one of four buckets, and you see which.

Sourced

The number appears directly in the tool data.

Derived

The number is computable from the tool data.

Analytical

A judgment, score or probability — excluded from the score rather than counted as fact.

Unverifiable

It reads like a data claim but nothing backs it. This is the one you want flagged.

Pro plan

Watch the Book, Not the Blotter

Connect your broker and the Pro dashboard becomes the single place you check. Positions, working orders, event-sourced P&L and per-idea budgets, all reconciled against broker truth every cycle — with Harold's analysis attached to each move.

Pro is a monitoring and research surface: it tracks and explains what your account is doing. Autonomous order routing is an Enterprise capability.

  • Live positions and orders streamed over a websocket, not polled on a timer.
  • Event-sourced P&L — one ledger as the single source of truth for the header, each idea and every position.
  • Risk dial, 1–5. Position sizing and daily-loss ceilings you set per idea, from capital preservation to full send.
  • Watchlist monitoring with pattern signals carrying their historical win rate and sample size.
Trade Canvas — Dashboard Synced 12s ago
Equity$128,400
Open P&L+$3,182
Day+0.84%
Buying power$41,900
IBIT income_harvest Assist +$742
12345
33%/order · 3% daily
Allocated$20,000
Used$12,400
Available$7,600
AVGO breakout_stalker Watching
PositionP&LStatus
No positionLevel watch
Open positionsP&LStatus
IBIT 260130P52+$286Short put
IBIT 260206P54+$134Short put
GLD-$88Long 120
Illustrative account. Not a performance record.

Rendering of the Pro dashboard. Illustrative data — not live positions.

Plans for Every Analyst

From market research to full institutional infrastructure

Analyst

$49 /month

Full access to Harold for research, origination, and learning

  • Unlimited Harold queries and research briefs
  • 45+ research tools across 12 categories Backtests, options, patterns, fundamentals, macro, sentiment
  • Hunt & setup pipelines — /hunt, /setups, /styles
  • Evidence-backed style scorecard with era-by-era results
  • 8 daily macro briefings + pre-market day thesis
  • Choose your AI model
  • Weekly research brief & permanent research archive
  • Priority email support
Get Started Most Popular

Enterprise

Custom Pricing

Full platform for funds, broker-dealers, and institutional teams

  • Everything in Pro
  • Trade execution & order management
  • Mack — autonomous per-trade execution agents
  • Iris — four daily fleet reviews with auto-tuning
  • Multi-broker routing (Alpaca, Kraken, Hyperliquid)
  • Multi-user team access & roles
  • Market Data API + bring-your-own-data
  • Custom SLA, dedicated account manager, DPA
Explore Enterprise Institutional

Enterprise plans are available for regulated entities and institutional teams. All plans include Harold's weekly market research brief. Cancel any time.

Questions Worth Asking

Does AlphaCanvas tell me what to trade?

No. AlphaCanvas is a research and analysis platform, not an adviser. Harold produces structured analysis, scenario modelling and backtested evidence — the decision is always yours. 21Chains LLC is not a broker-dealer, registered investment adviser, or fiduciary.

What stops Harold from making numbers up?

Two gates. Every numeric token in a response is classified against the tool data that produced it — sourced, derived, analytical or unverifiable — and you see the classification. Separately, every options contract is validated against the live chain before it can be shown to you. Neither gate uses a second language model to grade the first.

Where do the backtested numbers come from?

Real historical prices, replayed with realistic trading costs, across four separate market eras spanning ten years. We report the average across eras and the worst era, because the worst era is the honest number. Strategies whose edge disappears once spreads and commissions are applied are labelled and never recommended. Backtested results are historical and do not predict future performance.

Can I use my own AI model?

Yes. You choose the model that powers your chat from the models available on your plan, and you can supply your own provider API keys. Keys are stored encrypted and used only for your own requests.

What's the difference between Analyst and Pro?

Analyst is the full research surface — Harold, the toolset, the hunt and setup pipelines, the style scorecard, briefings and the research archive. Pro adds the real-time dashboard: broker connection, live positions and orders, event-sourced P&L, per-idea budgets, and the monitor feed with Harold's periodic analysis. Autonomous execution agents are Enterprise.

Do I need to connect a broker?

Not for Analyst — it's a pure research plan. Pro's dashboard reads from a connected brokerage account, and supports paper environments if you'd rather validate first.

Start Researching with Harold

45+ tools, 50+ live data sources, ten years of backtested evidence, and a fact-check on every number — from your first question.

Unlimited research queries from day one
Every number traced to its source
Cancel anytime — no commitment