One surface where AI agents build the model, the deck, and the memo, on live, licensed market data, with every figure fully auditable.
AI agents working your deal end to end, in one workspace.
One comps refresh spans your licensed market data, Excel, PowerPoint, your drive, and your inbox, and every handoff is a fresh chance to break a link the night before the meeting. ArcaLabs collapses those tools into one surface and makes the trips between them for you.
Open a deal and you get a command station for your transaction: the agent in the chat, your live files in the editor, the full deal tree on the right. Version pills give your work history, Definitions are your source of truth, and the work and the workspace are finally the same place.
Turn the repeatable work into an agent just by talking: "every day at 8:00 AM ET, build the Vega Pharma comps and email me the Excel." It assembles as a visual node graph, runs on a schedule, and keeps every step auditable against the deal brief.
From one sentence to a running, scheduled workflow.
A single surface only works if you can trust it, so every number carries provenance. Click the flag on any cell and the cited filing opens in-app, scrolled to the exact figure; step through the tagged range, mark each reviewed, and sign off with a full audit trail. No download, no SEC.gov tab, no black-box numbers.
Correspondence and compliance live on the same surface as the work, so they stop being a second job. Every email, meeting, and agent action lands in a live, exportable deal log, and when a counterparty writes in, the agent drafts the reply for you to approve, all without opening your email.
The point of the surface is what comes off of it: real Excel models, PowerPoint decks, and Word memos in your house style, saved as first-class deal files you preview and download in full fidelity. Your golden-copy templates are the agent's playbook, so every output starts from your standard.
Ask across every deal at once. Enterprise Search reads your files, connected drives, and your market-data providers, FactSet by default, then streams back a cited answer led by the steps it took, so the provenance you trust on one deal scales to the whole firm. It searches only what you are cleared to see: sealed deal folders and information barriers stay enforced, so a query never reaches across an ethical wall.
IT and security teams approve us. Partners and MDs trust us. The teams under them ship work that holds up to a senior reviewer's red pen, and stop pulling all-nighters before the meeting. Every output is sourced, audited, and runnable in your firm's existing infrastructure.
Official FactSet Partner
Live, licensed, direct data access, not a reseller, not a crawled snapshot. The fastest comps refresh in finance. FactSet is our default, certified data source; the platform is provider-agnostic and sources from other trusted providers however your firm prefers.
From the makers of Arcafeed (acquired)
A team with a real fintech track record. We have shipped production infrastructure into banks before, so we know what your ops, infosec, and procurement teams will ask.
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.
Connects to the systems your firm already uses



Book a 30-minute walkthrough and we will run a live workflow on your own deal: a comps refresh, an IC memo, or a diligence pack, built on live, licensed market data, FactSet by default, in your house style, with every figure traced to source, end to end without leaving the screen.
Book a 30-minute walkthrough