Company research · Unclassified
Basis
Tracked as part of the wider AI business and automation landscape. Inclusion alone does not establish that the company operates autonomously.
Autonomy has not been assessed
The recorded proposition
Agents that complete accounting, tax, and audit workflows in production, not copilot suggestions.
Index summary of the positioning; not an independent finding.
Deploys autonomous agents that finish accounting workflows end-to-end at real firms — used by ~30% of the top 25 US accounting firms. Became a unicorn in February 2026. The strongest signal that agent-run operations are landing in conservative industries.
Where humans remain involved
Ongoing human hours, approval frequency and intervention rates have not been measured in this record. Reported team size describes the company, not the labor required to operate a customer business.
What still needs evidence
Establish a repeatable production workflow, identify the tasks people still perform, and measure cost, reliability and customer outcomes before drawing conclusions about business autonomy.
Financial and team context
Reported figures retain their original scope. Revenue periods and headcount dates may differ; these are not a current audited financial statement.
- Revenue / ARR as recorded
- Not reported
No field-specific source recorded.
- Company human headcount
- 76Source: Getlatka ↗
- Funding as recorded
- $138MSource: Bloomberg ↗
Round / transaction: $100M Series B
Recorded date: 2026-02
Valuation: $1.15B
Investors / backers: Accel (lead) · GV · Khosla Ventures · NFDG · Aaron Levie & Jeff Dean (angels)
Pricing and commercial terms
Custom / enterprise.
Historical research snapshot. A pricing verification date is not recorded; confirm current plans, usage limits and additional costs with the provider before purchasing.
Recorded referral terms: Enterprise sales motion. These terms have not been revalidated for this profile.
Founders and recorded roles
Matt Harpe
Co-founder, NYC.
Mitch Troyanovsky
Co-founder, NYC.
Recorded technology stack
No stack details recorded.
Components listed in the research record; integrations have not been independently tested here.
Research timeline
2026-02
Raises $100M Series B at $1.15B led by Accel.
Direct article link not recorded.
2024-12
$34M Series A led by Khosla Ventures.
Direct article link not recorded.
Sources and coverage limits
This profile brings together the existing Index research. Company announcements, sponsored articles and founder interviews can establish what was said; they do not independently prove sustained autonomy or revenue.