Arvya vs Rogo
Rogo automates analyst research and deliverables. Arvya manages the deal itself: one verified memory, every workflow a view over it, and a human approving every write.
What Rogo is
Rogo (Felix) is an agentic platform for finance that automates analyst deliverables such as screening, models, CIMs, and outreach. It optimizes for speed and autonomy, and is strong at standardized sell-side output.
What Arvya is
Arvya is deal management, rebuilt AI-native. The center is not a deliverable. It is one verified deal memory built from the firm's live work, with every fact tied to its source. From that memory Arvya runs the deal: sourced pre-call briefs, calls captured by the Arvya Notetaker, buyer and activity tracking, weekly client updates, and evidence-backed CRM updates that a human approves before Arvya writes to DealCloud or Salesforce and reads the record back as a receipt. Deliverables come and go; the memory compounds.
Where each is stronger
Rogo is stronger at
- • Autonomous generation of finished deliverables (models, CIMs)
- • Premium external data partnerships and finance-specific templates
- • Scale and funding for large, standardized deliverable workloads
Arvya is stronger at
- • A durable, verified deal memory the firm keeps across deals, not one-off outputs
- • Human approval on every write and send, with a read-after-write receipt from the CRM
- • Deal execution workflows: buyer trackers, cited buyer lists, weekly updates, drift monitoring on records
Arvya vs Rogo: FAQ
How is Arvya different from Rogo?
Rogo is an AI analyst: it automates research and deliverables like screens, models, and CIMs. Arvya is deal management: it keeps one verified memory of each deal and runs the workflows around it: briefs, captured calls, buyer tracking, weekly updates, and CRM writeback with human approval and receipts. A deliverable is finished and forgotten; Arvya's output is a deal record that stays true and compounds across the process.
Is Arvya an autonomous AI agent?
No. Every consequential action (a CRM write, an email, a calendar event) is staged with its evidence and waits for human approval, and every write is confirmed by reading the record back as a receipt. Arvya is building toward self-driving process management for deal teams, in development, and that vision keeps the same rule: the system drives the busywork, a person approves what leaves the building.
Does Arvya replace junior analysts?
No. Arvya removes the repetitive work around a deal (data entry, tracking, drafting, summarizing) and keeps the record verified. Judgment, modeling, and decisions stay with the team.