How It Works Sixteen agents · One mandate · Your money

Connect your accounts.
Create your strategy.
Watch AI Portfolios act.

Behind every recommendation and every trade is a system of specialized agents: nine that consult, seven that trade. AI Portfolios is gated by a Compliance Agent that reviews every word and every order before you do.

The flow · three phases

Onboarding to autopilot.

Every Director client moves through Connect and Consult. Pro tier unlocks Execute, where the same profile that informs the memo also informs the trade.

§ 01 · Connect

We map the book.

Sign in, link your brokerage, IRAs, banking, and liabilities through Plaid. The Intake Agent fills the gaps Plaid can’t reach in plain language.

INTAKE · PROFILE · COMPLIANCE
§ 02 · Consult

We study, then write.

The Strategy Agent maps your risk tier to a target allocation. The Consultation Agent writes the report. The Monitoring Agent watches for material change and surfaces it weekly.

STRATEGY · CONSULTATION · MONITORING · ALERT
§ 03 · Execute · Pro

We read the regime, then act.

The Analyst Agent reads the macro regime daily; the Strategist tilts the allocation; the Execution Agent recommends trades within the policy you signed; Reconciliation matches every fill within 60 seconds.

ANALYST · STRATEGIST · EXECUTION · RISK · RECONCILIATION
The system · sixteen agents

Specialists, not a generalist.

Asking one model to run your money the way one model writes a poem produces poems about money. Each task on this page is owned by an agent built for it: a structured-output schema, a defined input contract, an audit log.

A · 01
Intake
Conversational profile build. Plaid auto-fills what it can; asks for the rest.
A · 02
Profile
Versioned record of your financial life. Flags stale fields after ninety days.
A · 03
Consultation
Writes the report. Summary, position, strategy, action list, disclosures.
A · 04
Strategy
Risk tier to target allocation. Pre-built playbooks; tactical at Pro.
A · 05
Monitoring
Diffs portfolio against strategy on every launch. Flags drift and events.
A · 06
Alert
Plain-language push and email, batched. Same event never re-fires within 24 hours.
A · 07
Education
Curated reading matched to your profile gaps. Tracks what you’ve read.
A · 08
Compliance
A · 09
Chat
Always-on Q&A with full portfolio context. Escalates life events to Profile.
A · 10
Analyst
Regime detection. TFT + HMM on twenty years of macro data. Daily readout, 30/60/90-day transition probability.
A · 11
Strategist
Maps regime + risk tier + goals to instrument-level allocation. Rationale in English.
A · 12
Tax Optimization
FIFO, LIFO, or specific-lot. Wash-sale guard blocks bad trades pre-execution.
A · 13
Execution
Routes to Alpaca, IBKR, or Apex. Queue, never concurrent conflicts. Circuit breaker on failures.
A · 14
Risk Management
Pre-trade gate. Auto-pause on drift, VIX circuit, drawdown breach. Resume needs your tap.
A · 15
Reconciliation
Intended vs. filled, every trade. Discrepancy halts execution until resolved.
A · 16
Performance
Time-weighted and money-weighted returns. Attribution by regime, sector, security.
The edge · regime detection

Robos run a fixed wheel.
We turn the wheel.

Robo-advisors run static Modern Portfolio Theory: a glide path set on day one, rebalanced when it drifts. That works in calm regimes. In an inflationary regime it bleeds; in a stagflationary one it bleeds twice. We detect the regime — Growth, Inflationary, Recessionary, Stagflationary, Recovery — and tilt the book toward what historically works in it.

ANALYST · LIVE READOUT
DAILY · 09:41 ET
Growth
64%
Recovery
22%
Inflationary
9%
Recessionary
4%
Stagflationary
1%
30D TRANSITION · 14% → RECOVERY TFT v3.2 · HMM v2.4
Safety · custody · oversight

Three things the system cannot do.

Floors, not toggles. If any of them ever appear violated, the system pauses itself before you have to.

§ 01

Hold your assets.

Custody stays with your brokerage — Schwab, IBKR, or Altruist. We never take possession. SIPC follows the broker.

§ 02

Break your policy.

Caps, sector tilts, liquidity floors are encoded as a synchronous gate. Execution literally cannot recommend a trade that breaches them.

§ 03

Auto-resume.

Automatically pausing trades is automatic, but resuming trades is not. When you hit the kill switch, Autopilot stops. Only your tap restarts it.

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The boring outcome, on rails.

Onboarding takes ten minutes. Shadow mode runs two weeks. The first trade lands at the third allocation window after you sign.