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ArcaLabs Partners with Contrary

Contrary (the talent-first firm behind Anduril, Ramp, and Zepto) has invested in ArcaLabs's pre-seed round, backing our vision for compliance-first AI agents in finance.

ArcaLabs 2 min read
ArcaLabs Contrary

ArcaLabs has raised a pre-seed round with participation from Contrary, the San Francisco venture firm built around a simple conviction: at the root of every iconic company is one thing — extraordinary people.

The investment backs our work building compliance-first AI agents that run sell-side and private-equity workflows end to end, grounded in trusted financial data with an auditable trail behind every figure.

Pre-seed
Round
2016
Contrary founded
$500M+
Assets under management
Talent-first
Investing thesis

Why Contrary

Founded in 2016 by Eric Tarczynski, Contrary finds and supports exceptional people before the rest of the world recognizes how special they are — pairing deep research with a network of scouts and venture partners to back founders early, often before they have started a company. ArcaLabs CEO Dilzafer Singh knows that network from the inside, having served as a Contrary Venture Partner. Portfolio companies include Anduril, Ramp, and Zepto, alongside the widely read Contrary Research.

Contrary backs exceptional people before the world catches on. We could not ask for a better partner as we build ArcaLabs into the analyst every sell-side and PE team relies on.

About ArcaLabs

ArcaLabs is a compliance-first AI agent platform that automates end-to-end IB and PE workflows — public comps, cap table analyses, deal research, and waterfall modeling — and an official FactSet partner delivering auditable, SEC-compliant automation on trusted financial data.

Building the future of sell-side work.

See ArcaLabs run your workflows on FactSet data, in your firm's house style.

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ArcaLabs builds AI agents that run sell-side workflows (comps, IC memos, pitchbook profiles) for investment banks and PE funds. Official FactSet Partner. From the makers of Arcafeed (acquired).

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