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 with Apple, link brokerage, IRAs, 401(k), 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 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
Wraps every other agent. SEC Marketing Rule, FINRA 2210, RIA disclosure.
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 — Alpaca, IBKR, or Apex. 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 fire an order 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.

Private Beta · Q2 2026

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.