Earnings teardowns, screens, and thesis decks in one workspace, built on live FactSet data, with actuals checked against consensus and every figure traced to its filing. Analysts move faster on print day, and the work holds up at the morning meeting.
From the print to the morning meeting, in one workspace.
On earnings day the work is a sprint across FactSet, the transcript, the 10-Q, your model, and a deck, and every one of those handoffs is a chance to fat-finger a number into the morning note. Screening, teardowns, and thesis updates all live in different tools, so the view is only as fast as the slowest copy and paste. ArcaLabs collapses that scramble into one surface, makes the trips between tools for you, and keeps every figure tied to where it came from.
Open a name and you get an IDE for research: the agent in the chat, your live model and notes in the editor, and the file tree on the right. The agent reads the transcript and the filing, pulls fundamentals, estimates, and prices from FactSet, and drafts the next turn in place. Your treatments for adjusted earnings, one-time items, and share count are pinned as Definitions, so the same name is computed the same way every quarter.
Point the agent at a name on earnings day and it pulls the reported quarter, lines it up against FactSet consensus, and flags every beat and miss with the surprise on each line. Revenue, EBITDA, EPS, and the segments come back with the variance to the Street and a read on guidance, and each number opens to the press release, the 10-Q, or the FactSet record behind it. The teardown is an agent-built workflow on your template, not a black box, so you can see and change every step.
Describe the universe in plain language and the agent builds the screen as a workflow over FactSet fundamentals, estimates, and prices, then returns a ranked, cited table you can open name by name. Because it is a workflow and not a one-off answer, you can rerun it, tighten the filters, and put it on a schedule so the list refreshes itself, pre-print and post-print, on its own. Screening here is an agent-authored workflow on licensed data, not a packaged screener product.
Real PowerPoint, Excel, and Word, not a static export. The agent works from your golden-copy templates and your firm's profile, so the thesis deck, the model, and the update note come out in your house style and ready for the meeting. Preview and download in full fidelity, with every chart and figure still traced back to its source.
Click the flag on any cited cell and the source opens in app, scrolled to the exact figure in the 10-Q, the transcript, or the FactSet record. Step through the tagged range, mark each one reviewed, and carry that reviewed state across versions of the model. No download, no second tab, no number in the morning note you cannot stand behind.
Pose a question and pull from across your work: every name's files, your connected drives, and live market data, FactSet by default. Fundamentals, consensus estimates, ownership, and the M&A precedent database come back as a single cited answer, so checking how a read compares across the book takes a sentence instead of an afternoon. ArcaLabs is a research and deliverable workspace, not a portfolio or order management system, and it does not stream live positions or prices.
Compliance-first, sourced and audited end to end, and runnable in the infrastructure your firm already trusts. Official FactSet Partner with live, licensed data, SOC 2 Type II, single-tenant deployment in your VPC, customer-managed keys, and a full audit trail on every prompt and output.
Official FactSet Partner
Live, licensed, direct data access, not a reseller, not a crawled snapshot. FactSet is our default, certified data source; the platform is provider-agnostic and sources from other trusted providers however your firm prefers.
Built for regulated firms
SOC 2 Type II, single-tenant deployment in your VPC, full audit trail on every prompt and output, customer-managed KMS keys.
Information barriers respected
Sealed deal folders and ethical walls stay enforced. The agent and firm-wide search only reach what each user is cleared to see.
Connects to the systems your firm already uses



Book a 30-minute walkthrough and we will show the agent tear down a print against consensus and build the thesis deck in your house style, every figure traced to source.
Book a 30-minute walkthrough