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Kilby knows your portfolio, your sector exposure, and your research history. It pulls live market data, reads SEC filings, searches the web, and runs Python — all framed for your book, not generically. Every conversation picks up where the last one left off.
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In Action
Portfolio Intelligence · Portfolio Manager Lens
What does the semiconductor tariff news mean for my portfolio?
Your book is heavily concentrated in semiconductors — NVDA, AMD, AMAT, and AVGO represent 44% of your holdings across Technology / Semiconductors and Technology / Computer Hardware.

The current tariff carve-out held, but AMAT has the most direct exposure. Roughly 30% of their revenue historically comes from Chinese fab equipment exports, and those are directly in the crosshairs of ECCN controls.

Near-term, the AI trade is absorbing the China loss for NVDA and AMD. But a second escalation round that narrows the exemptions is the asymmetric tail risk for your book. AMAT is where I'd size more carefully.

Triggers to watch: AMD reports May 5, AMAT May 14, NVDA May 20. All three will give explicit China revenue guidance — that's your next real read.
Agent Experience
Choose a professional lens and Kilby reasons through that domain context. Then shape delivery with personality and voice.
Capital Markets
Portfolio Manager · Equity Research Analyst · Investment Banker · Private Equity Executive · Venture Capitalist · M&A Strategy Exec
6 lenses
Financial Operations
Trade Settlement · Fund Accountant · Compliance Officer · Client Reporting · Risk Operations
5 lenses
Technology & Business
CEO · COO · CFO · Entrepreneur · Senior Software Engineer · Sales & Marketing Exec
6 lenses
Portfolio Intelligence

Kilby knows your book.

Upload your holdings or build a watchlist, and Kilby tracks your sector exposure, industry concentration, and position sizes. Every answer is framed for your portfolio — not generically.

Memory

Kilby remembers you.

Kilby retains facts across sessions — your role, portfolio context, preferences, and working history — so every conversation picks up where the last one left off instead of starting from zero.

Agent Experience

Start with the professional lens.

Choose from 17 professional experience lenses across Capital Markets, Financial Services Operations, and Technology & Business, and Kilby will reason through that domain-specific context instead of defaulting to generic AI output.

Agent Personality

Then choose how Kilby shows up.

Pair that experience with differentiated personalities like Strategist, Operator, Confidant, Socratic, or Performer, then choose custom voices, accents, and delivery styles so the same judgment can arrive sharper, warmer, more probing, more direct, or more personal based on how you work.

Scheduled Jobs

Kilby works when you don't.

Set price alerts, schedule recurring research, or ask Kilby to monitor a metric and report back. Results arrive in your thread.

Local Agent

Work directly in your files.

Run the kilby binary on your machine to give Kilby full access to local files, folders, spreadsheets, PDFs, and Python execution — no upload required.

1
Create a Kilby account at agentkilby.com. Purchase credits in Settings to get started.
2
Install kilby on your machine.
Mac
curl -fsSL https://agentkilby.com/install.sh | bash
Linux
curl -fsSL https://agentkilby.com/install.sh | bash
Windows
powershell -ExecutionPolicy Bypass -Command "irm https://agentkilby.com/install.ps1 | iex"
3
Open a terminal, cd into any folder, and run kilby. Your browser opens once to approve — after that it's just kilby.
4
Ask Kilby anything about your files. It reads, analyzes, and executes Python against your local data — no upload, no copy-paste, no context limit workarounds.
Threads

Keep the same working context alive.

Return to the exact thread and context you were already working through instead of restarting the job every time.

Custom Voice

Use a voice that fits the role.

Kilby supports user-selected voices, accents, delivery styles, voice input, and spoken responses so the agent can sound like part of your workflow instead of a generic text-to-speech layer.

Financial Services

Built for the investment workflow.

Front Office
Company Intelligence
Real-time quotes, per-ticker news, earnings estimates, fundamentals, recent filings, alerts, watchlists
Portfolio Awareness
Watchlists with sector, industry, and weighting context — every answer framed for your book
Market Intelligence
Web search, AI/Software/FinTech coverage via T2D Pulse, real-time news
Valuation
Revenue TTM, EPS, P/E, price targets, forward earnings
Company Filings
10-K, 10-Q, 8-K, DEF 14A via SEC EDGAR
CEORater Data
CEO name, CEORaterScore, and AlphaScore per company
FRED Macro
Fed Funds, CPI, GDP, Treasury yields, unemployment, M2
Morning Brief · /brief
/brief
Kilby Morning Brief
Watch Demo
Back Office
ISO 20022
128 payment & settlement code sets — return, rejection, status
FINRA Reg T
Extension reason codes — DTC fails, short-sale, firm-to-firm
FIBO
Financial Industry Business Ontology — 2,000+ domain concepts
FINOS CDM
Trade lifecycle, settlement terms, clearing agreements
OCF
Open Cap Table Format — equity, SAFE, warrants, vesting, 409A
Context Injection
Reference data auto-injected per response by active experience lens
Trade Operations · Trade Settlement Lens Active
"I have a failed DTC settlement on a US equity trade. The counterparty returned the payment with code AM04 and I'm getting AC04 on the cash leg. I need to request a Reg T extension — which reason code should I use, and what's the maximum number of days I can get?"
These two SWIFT return codes are pointing at different problems, so let me separate them before getting to the extension.

AM04 is "insufficient funds" — the counterparty's account didn't have enough cash to cover the delivery. That's a liquidity or funding problem on their side, or possibly a booking/allocation mismatch causing the wrong account to be debited.

AC04 is "closed account" — the cash leg is hitting an account that no longer exists. That's an SSI problem. Either your standing settlement instructions are stale, or the counterparty's bank account changed and your records weren't updated.

The AC04 is actually the more urgent fix — a payment routing to a closed account won't settle regardless of how much liquidity exists. You need to get correct cash settlement instructions from the counterparty or their custodian before anything else moves.

On the Reg T Extension:

For a DTC fail on a US equity where you're unable to make delivery due to the settlement break, the applicable reason codes depend on what's actually blocking you:

The most direct fit here is Reason Code 15 (COD-Fail 35 days) — but only if you're at or past the 35th calendar day from trade date. That gives you up to 14 calendar days, does not count toward the 5-extension limit, and is marked final on the transaction.

If you're before T+35, then look at Reason Code 21 (Exceptional Circumstance) — because a failed DTC delivery driven by an SSI/account defect (AC04) and counterparty funding failure (AM04) isn't cleanly covered by the standard codes. Code 21 gives you up to 14 calendar days, does not count toward the 5-extension limit, and is not final, meaning you can come back again if needed. However, it should only be used when no other code squarely fits.

My recommendation: Fix the AC04 SSI problem first — that's your actual blocker. Get updated cash settlement instructions confirmed in writing from the counterparty, correct your SSI record, and retry the cash leg. Meanwhile, file the Reg T extension to protect yourself on the regulatory clock. If you're pre-T+35, Code 21 gives you the most flexibility. If you've crossed T+35, Code 15 is your vehicle.
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