ComparisonAI platforms for institutional finance

AllMind AI vs Rogo

Both bring AI to institutional finance, but they solve different jobs. AllMind AI is the AI-native research terminal analysts and PMs use to build cited models, memos, and decks on a built-in proprietary data layer. Rogo is an agentic platform purpose-built for investment-banking deal workflows on top of your firm’s own licensed data.

The short version
AllMind AI
AI-native research terminal

Reads and cites filings, earnings, broker research, supply-chain and live market data, and your own data, from a connected Snowflake, Databricks, or S3 warehouse to an uploaded data room, to produce sourced models, memos, and decks.

Rogo
Agentic AI for investment banking

Finance-tuned models and Felix agents that draft pitchbooks, CIMs, and comps on top of the data your firm already licenses.

How to choose
Follow your data

If your edge needs a built-in proprietary data layer across buy-side and sell-side, choose AllMind. If it's sell-side deal execution and agentic deal workflows, choose Rogo.

At a glance

Feature by feature

An honest, side-by-side view. Ties are shown as ties, and where Rogo leads, it’s marked too.

CapabilityAllMindRogo
Research & AI
Natural-language chat over filings & documentsSupportedSupported
Sentence-level citations to source documentsSupportedResponse-level
Full equity models: DCF, comps, cash flowSupportedSupported
Pre-built IB deliverable templates (CIM, pitchbook)Custom firm templatesSupported
Agentic, multi-step autonomous workflowsEmergingSupported
Content & data coverage
Owns proprietary financial data (not only connectors)SupportedNot supported
Built-in sell-side / broker researchSupportedNot supported
Supply-chain & alternative dataSupportedNot supported
Live market data feeds (L0–L3)SupportedNot supported
Third-party data connectors (FactSet, S&P, LSEG, PitchBook)SupportedSupported
Your own data room (upload docs, models, decks)SupportedSupported
Connects to your data warehouse / lakehouse (Snowflake, Databricks, S3)SupportedPartial
Asset-class coverage
Sell-side / M&A & ECM deal workflowsSupportedSupported
Buy-side portfolio & market intelligenceSupportedNot supported
Fixed income & creditSupportedLimited
Large data-room diligence (10,000s of files)SupportedLimited
Deployment & access
Production data APIs & feeds (L0–L3)SupportedUnclear
Commits work product into deal tools (PPT, Excel, Datasite)ExportsSupported
Public list pricingEnterprise / per-seatEnterprise
Security & maturity
Enterprise security & complianceSOC 2Single-tenant · RBAC
EstablishedNewer entrantSince 2022
Disclosed institutional adoption30+ firms · RBC GAM250+ institutions

Compiled from public sources and AllMind product documentation. Capabilities marked “Unclear” are not publicly documented by Rogo at the time of writing.

See AllMind on your own coverage
Where AllMind leads

Why research teams choose AllMind AI

Grounded in the source

Answers built on the documents, cited line by line

AllMind reads and cites primary sources: filings, earnings calls, broker research, supply-chain data, and your internal memos. Every answer traces back to the line it came from, with audit checkpoints before any conclusion. Rogo is chat-first too and strong at it, but its citations are response-level rather than sentence-level, and it runs on third-party LLMs where output accuracy isn't independently verified.

AI Assistant
AllMind AI assistant answering a research question with citations
A moat you own

Owned data: broker research, supply chain, live feeds

AllMind owns its data moat: built-in sell-side broker research, supply-chain and alternative data, live market feeds, and an ontology that links data three nodes away. That owned layer runs alongside your own: AllMind connects directly to your data warehouse or lakehouse (Snowflake, Databricks, S3) through scoped, role-based IAM access, querying it in place so it flows into workflows, reports, grids, and the data room without leaving your environment. Rogo is a powerful aggregation and workflow layer, but its coverage is only as deep as the third-party licenses your firm already pays for, and it owns no broker research, supply-chain, or live-market content of its own.

Proprietary Data
AllMind AI search across filings, broker research, and transcripts
Buy-side and sell-side

Both sides of the Street, every asset class

Dedicated workflows span public equities, fixed income and credit, wealth management, private markets, and live buy-side surveillance. It's the same terminal for the analyst, the PM, and the quant. Rogo is purpose-built and excellent for sell-side investment-banking deal execution, but it's less optimized for buy-side portfolio management, real-time market data, and macro work.

Grids
AllMind AI grids comparing data points across a universe of companies
In fairness

Where Rogo is strong

Since 2022, Rogo has built the deepest sell-side workflow specialization of any AI tool: pre-built CIM, pitchbook, and comp templates trained on real banking output and validated by former bankers. Its Felix agents run multi-step work asynchronously and commit it straight into PowerPoint, Excel, Datasite, and Salesforce, which lowers the behavior-change cost for deal teams. The company is backed by Kleiner Perkins, Sequoia, Thrive, and J.P. Morgan, with 250+ institutions on the platform, so it has real momentum and a strong brand. Its enterprise security posture is single-tenant, with role-based access and audit trails that pass bulge-bracket reviews. If your work is sell-side deal execution on data you already license, Rogo is a serious choice. AllMind, meanwhile, is expanding its own agentic workflows while leading on proprietary data, citations, and buy-side breadth.

The platforms

Two tools, two different jobs

AllMind AI
The AI-native research terminal

A unified, AI-native research terminal for buy-side and sell-side teams. Run natural-language analysis over filings, earnings, broker research, supply-chain and live market data, and your own internal data, connected directly from your Snowflake, Databricks, or S3 warehouse or uploaded to a data room, then ship cited models, memos, and decks.

Best for

Research-driven analysts, PMs, and deal teams who need cited, defensible deliverables across asset classes, on a built-in proprietary data layer rather than connectors alone.

  • Cited answers over filings, earnings & broker research
  • Owned data moat: broker research, supply-chain & live feeds
  • Connects directly to your Snowflake, Databricks & S3 data
  • Buy-side and sell-side across every asset class
  • Quant-ready market data via L0–L3 APIs
Rogo
The agentic platform for investment banking

A generative-AI platform purpose-built for financial services and positioned as an operating system for investment banking. Finance-tuned models and its Felix agents draft pitchbooks, CIMs, comps, and models on top of your firm’s licensed data, committing work product into existing deal-team tools.

Best for

Sell-side bankers and PE deal teams who want deep, pre-built deal-execution workflows on top of the data their firm already licenses.

  • Pre-built IB templates: CIMs, pitchbooks, comps
  • Felix agents that commit work into your deal tools
  • 250+ institutions; single-tenant enterprise security
The bottom line

The choice between AllMind and Rogo hinges on where your edge comes from: a proprietary data layer across both sides of the Street or agents on your own data.

If your edge is the data (built-in broker research, supply-chain and live market feeds, and cited analysis across equities, credit, wealth, and private markets, for both buy-side and sell-side), choose AllMind AI. If it’s sell-side deal execution (pitchbooks, CIMs, and agentic workflows on top of the data your firm already licenses), Rogo is the stronger fit.

FAQ

AllMind AI vs Rogo, answered

Yes. Both are AI platforms for finance professionals, so they're frequently compared. They emphasize different jobs: AllMind AI is an AI-native research terminal with a built-in proprietary data layer (broker research, supply-chain and live market data) that reads and cites filings, earnings, and your own data room to produce sourced models, memos, and decks across buy-side and sell-side. Rogo is an agentic platform purpose-built for sell-side investment-banking deal workflows on top of the data your firm already licenses. Teams that want owned data and cited research across asset classes typically prefer AllMind AI; deal teams focused on pitchbook and CIM execution often shortlist Rogo.

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