InvestmentAnalyst.aiby Academic Signal

You cover 15 names. Albert covers the 100+ companies around them.

You can't read every filing and every article for every supplier, competitor, and peer across your coverage ecosystem. Albert does. When a Moody's downgrade of a KKR subsidiary BDC has direct implications for your KKR thesis, Albert connects the dots — and tells you what it means for YOUR specific position, grounded in cited sources. It lives in your inbox. No app to install.

8 open spots · 90 days free · Your feedback shapes the product

Click to debate your thesis with a conversational AI analyst who's been recording the evolution of your thinking for the past 6 months.

Needs 1 month of interactions

It found the Moody's downgrade of a KKR subsidiary BDC before my Bloomberg terminal flagged it — and connected it to my specific assumption about credit isolation.

I reply to the email with a question and get a research answer with citations in 4 minutes.

It tracks my thesis assumptions by number and tells me which ones are under pressure this week.

Watch Your Thinking Evolve

Every interaction with Albert becomes a node in your thesis evolution graph. Here's what 3 months looks like on a single position.

Jan 6· Week 1

Initial Thesis Recorded

HIGH CONVICTION LONG

KKR — fundraising cycle still has legs. Asia LP base is higher quality than peers. Insider buying at $98 confirms management conviction.

Jan 20· Week 3

Read-Through Challenge

REAFFIRMED — HIGH CONVICTION

Albert flagged TPG earnings: Asia LP pullback language shifted from 'robust' to 'selective.' You replied: 'Different LP base quality — KKR's institutional mix is 80%+ vs TPG's 60%. Holding.'

Catalyst: TPG earnings read-through
Feb 10· Week 6

Thesis Under Pressure

CONVICTION WEAKENING

KKR's own 8-K confirmed Asia fundraising slowed 22% QoQ. Albert surfaced your Week 3 comment and asked: 'You differentiated KKR from TPG on LP quality. KKR just confirmed the same trend. Has your view changed?'

Catalyst: KKR 8-K filing
Feb 17· Week 7

Conviction Change

HOLD — MONITORING

You replied: 'Reducing conviction. The LP quality argument held for one quarter but the trend is sector-wide. Moving to hold. Watching next quarter's fundraising numbers before re-entering.'

Catalyst: Fastest conviction shift this quarter
Mar 17· Week 12

Thesis Rebuilt

RE-ENTERING — MODERATE CONVICTION

Q1 fundraising beat expectations. Asia recovered. Albert noted: 'This mirrors the pattern from your EWBC thesis in Q3 — one quarter of weakness followed by accelerating recovery. Your instinct to hold rather than sell was validated.'

Catalyst: Pattern match: EWBC Q3 playbook

This is what 12 weeks of compounding intelligence looks like. Every reply you send, every thesis you refine, every watch point you set — captured, connected, and permanent. You never wrote a decision journal. Albert built one from your natural workflow.

Not a filing alert. An analytical discipline system.

Bloomberg tells you what happened. Albert tells you what it means for your thesis.

Captures Your Thinking

Reply to any Albert email with your view — 'Raising conviction on APO, the IG origination mix is the real story.' That becomes a timestamped node in your thesis graph. No forms. No logging into a platform. No behavior change required. Your inbox is the entire interface.

Connects What You'd Miss

You're covering 10-15 names, each with an ecosystem of competitors, suppliers, and peers. When MS reports private credit outflows accelerating, Albert doesn't just analyze MS — within minutes, it connects that to BX's BCRED redemption pressure, APO's positioning for the shakeout, and KKR's insider buying as a contrarian signal. One event, four implications across your portfolio. The sell-side publishes their read-through in 48 hours. Albert had it in your inbox before lunch.

Debates Your Thesis

Hit reply and tell Albert to push back on your thesis. It knows every assumption behind your positions by number. When new data arrives, it challenges you: 'Your BX thesis assumed the wealth flywheel sustains FRE growth. BCRED just posted $1.7B in net redemptions. Does the flywheel still work?' Every claim is grounded in cited sources — no hallucinated analysis.

What Hits Your Inbox

Not summaries. Intelligence filtered through YOUR thesis on every position.

Daily Brief — 6 PM ET

From:Albert <albert@investmentanalyst.ai>
To:You
Subject:Your portfolio today — 2 thesis implications, 1 ecosystem read-through
Date:Tuesday, March 10, 2026 · 6:00 PM ET
KKR — No direct news, but TPG's earnings call included language
about LP pullback in Asia that conflicts with your thesis that
KKR's fundraising cycle still has legs. TPG's IR team used
"selective" three times — last quarter it was "robust." Worth
watching.

→ Does the LP quality differential still hold? [Reply to update thesis]

APO — 10-Q dropped. Credit deployment up 18% QoQ, consistent
with your thesis. One nuance: leverage on the new book is higher
than historical norms. If your thesis assumes credit quality
holds, this is the metric to track.

→ Leverage concern worth adding as a watchpoint? [Reply to update thesis]

QTWO — Nothing today. Last thesis update was 11 days ago.
Earnings in 2 weeks.

→ Want to revisit your view before the call? [Reply to update thesis]

Weekly Thesis Review — Friday Evening

From:Albert <albert@investmentanalyst.ai>
To:You
Subject:Your week — how your thinking evolved
Date:Friday, March 14, 2026 · 6:30 PM ET
CONVICTION CHANGES THIS WEEK:

↓ KKR: High Conviction → Hold
  Mon: TPG earnings flagged Asia LP concern
  Tue: You held firm — "different LP base quality"
  Thu: KKR 8-K confirmed Asia slowdown
  Fri: You moved to Hold, watching next quarter
  ⚡ Fastest conviction shift in your portfolio this month

→ APO: Unchanged — High Conviction Long (3rd straight week)
  10-Q confirmed credit deployment thesis
  New watchpoint added: leverage on new book

⚠ EWBC: No updates in 3 weeks. Earnings in 9 days.
  Last thesis: "NIM expansion thesis intact if Fed holds."
  → Worth refreshing before the call? [Reply to update]

POSITIONS GONE QUIET: GBCI (18 days), SSB (21 days)

For PMs: Your Team's Intelligence, Captured and Compounding

When your best analyst leaves, 18 months of accumulated knowledge walks out the door. Unless it doesn't.

From:Albert <albert@investmentanalyst.ai>
To:PM
Subject:Team Briefing — Week of March 10, 2026
TEAM THESIS CHANGES: 4 updates across 3 analysts

Sarah (Healthcare):
  ↓ BTSG: Long → Cautious Long
  Trigger: Nursing wage acceleration in Q4 — contradicts mgmt's
  "labor stabilization" narrative from September call
  Sarah's note: "Still long but adding margin compression to risk factors"

Mike (Tech/Consumer):
  → CARG: Unchanged, but new risk flagged
  Dealer count down 4th straight quarter. ARPU thesis holding
  (+8% marketplace rev) but concentration risk now on monitor.

CROSS-ANALYST PATTERN:
  3 companies across Sarah and Mike's monitoring universes (KMX,
  AN, F) all reported inventory builds in the past 14 days.
  Read-through implications for CARG (Mike) and XPEL (Sarah).
  Recommend team discussion.

STALE POSITIONS: 2 names with no analyst updates >14 days
  despite material new information available.

Cross-analyst pattern detection

connections your team would find in a meeting, surfaced automatically every morning

Thesis accountability

see which analysts are updating their views and which positions are going stale

Institutional memory

when an analyst transitions, the next one inherits 12 months of annotated context, not a blank screen

Three Steps. No IT Involvement.

1

45-Minute Conversation

We learn your coverage universe and your theses. You give us a one-liner on each position — "KKR: fundraising cycle still has legs, Asia LP quality is the edge." That seeds everything. Albert maps the ecosystem automatically.

2

Albert Starts Working

From day one, filings and news are monitored and analyzed against your theses. Every interaction you have — every reply, every question, every thesis update — becomes part of your compounding intelligence layer.

3

Intelligence Compounds

By week 4, Albert references your own prior comments when new data arrives. By month 3, it knows which assumptions you care about most and which patterns repeat across your portfolio. Switching away feels like losing an analyst who's been on the desk for a year.

What Albert Won't Do

Won't send raw filing alerts — Bloomberg is faster and always will be.

Won't email you on quiet days — if nothing is thesis-relevant, Albert stays silent.

Won't give you generic summaries — every observation is filtered through YOUR thesis. If it doesn't affect your view, it doesn't make the email.

Free for 90 Days. Built to Compound.

Albert is free during our pilot phase. We're proving that thesis-aware monitoring is worth more than every filing alert service combined — and we want to prove it on your portfolio first.

90-Day Free Pilot

For hedge fund analysts covering 10-50 names

Email delivery — no apps to install, no IT approval needed

Your data is isolated and never shared

We'll reach out within 48 hours to schedule your onboarding conversation.

PM team licenses available after pilot validation.