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Rogo vs DealSage: AI analyst or firm brain?

Rogo is a strong, purpose-built AI analyst: point its agents at the work and get real deliverables back fast. DealSage is a different shape of thing, a persistent record of your firm's own deals, with the CRM, pipeline and deal library running on top. Both are legitimate. Here's how to tell which one you actually need.

CREDIT WHERE IT'S DUE

Rogo is a serious product built by people who know the work. Its agents execute multi-step deal workflows end to end and hand back the deliverables an analyst would otherwise grind out by hand, auditable Excel models, investment memos, CIMs, diligence materials and decks. It is built by a team that clearly understands finance. None of that is in question, and we're not going to pretend it is.

SIDE BY SIDE

Where they actually differ.

RogoDealSage
Built forAgentic execution of analyst work: models, memos, CIMs, diligence and decks, produced end to endA persistent, firm-wide system of record for deal work, with agents and apps on top of it
Data modelConnects to firm systems and market/filings data to do the task; not a standing structured ontology of the firmConfigurable ontology: Deal, Contact, Organisation + custom objects, with field-level source lineage
What persistsWorkflow agents that generate deliverables on demandCRM, pipeline and deal library as persistent apps, plus agents, on the same record
DeploymentCloud, bespoke deployment; VPC or on-premise not publishedDealSage Cloud, private VPC, or on-premise
How you reach itWeb app, embedded into firm systems like SharePoint and CRMEmail, native Excel plugin with live-linked cells, MCP from any LLM
Pricing motionSales-led; pricing not publishedScoped to your engagement; sales-led

Sourced from Rogo's own product and security pages (rogo.ai). Where Rogo doesn't publish something, like a VPC or on-premise option, or pricing, we say so rather than guess.

Different in kind, not just in degree

Rogo is a capable, finance-native AI platform. Built by former bankers and investors, its agents, led by one called Felix, execute multi-step workflows end to end: deal screening, comparable transactions, CIM generation, diligence memos, buyer outreach. It connects into firm systems like SharePoint and CRM, pulls on market data and filings, and produces institutional outputs a firm can actually use. That is a real and useful capability, and it is the whole point of the tool.

What's different is the shape of the product. Rogo is built to do the work: you give it a task, it executes, it hands back a deliverable. What it isn't built to be is the durable, structured place that work lives in afterwards. There's no standing ontology of "this deal, this contact, this organisation" that accumulates context over time, links every fact back to its source, and stays in place long after the task is done. The deliverables are excellent; the persistent firm-wide record underneath them is a different job.

DealSage starts from that other end. Before any deliverable gets produced, your firm's deals, contacts, organisations and documents are structured into a configurable ontology, with every field carrying source lineage back to the page or line it came from. And the CRM, pipeline and deal library aren't separate tools bolted on, they're apps that run on that same record. That's the platform: not a faster way to produce a memo, but a standing model of your firm that every answer, and every future answer, can draw on.

Where Rogo is the better fit

If the job in front of you is genuinely to produce analyst work, and produce a lot of it, quickly, Rogo is built for exactly that and does it well. Drafting a CIM, pulling a comp set, turning a data room into a diligence memo, generating a first-cut model: these are the tasks Rogo's agents are designed to execute, and the outputs are meant to be institutional-grade, auditable rather than black-box. For a team whose bottleneck is analyst hours spent producing deliverables, that is a direct answer to a real problem, and the team behind it suggests it holds up at real firms.

It's worth being honest about the edges too. Rogo is sales-led with no published pricing and bespoke, white-glove deployments, so you won't get a number without a conversation. Its security page describes encryption, siloed per-customer environments and a no-training-on-your-data policy, but it doesn't publish a VPC or on-premise option, so cloud is the deployment path on offer. None of that rules Rogo out for the job it's built for. It just means the job needs to actually be producing deal work, not being the system of record for the firm.

Where DealSage is the better fit

If what you actually want is for your firm's knowledge to compound, so that an answer from a deal three months ago is still linked to the one you're working today, without anyone regenerating it, that's a different requirement, and it's the one DealSage is built around. The ontology holds Deal, Contact, Organisation and any custom objects your firm needs, with field-level lineage so every number traces back to its source document. The CRM, the pipeline, the deal library all run on that record, so the place you produce work and the place you operate the firm are the same place.

It also reaches you differently. CC the DealSage agent on an email thread and get a cited answer back. Pull a sourced figure straight into a live-linked Excel cell. Connect over MCP so Claude, ChatGPT or whichever model you prefer can query the same knowledge base. And because deployment isn't cloud-only, firms with stricter data residency or security requirements can run DealSage in their own VPC or fully on-premise, an option Rogo doesn't publish. Implementation runs through an embedded team, consultant, technologist and builder, so the ontology is live in weeks. Our security posture is verifiable at trust.dealsage.io.

Frequently
asked questions

Is DealSage a Rogo alternative?

For some jobs, yes, and for others the two are solving different problems. If what you need is analyst work produced fast, a first-draft model, a CIM, a diligence memo, a comp set, Rogo is a purpose-built, genuinely capable tool for exactly that. If what you need is a persistent system of record where your firm’s deals, documents and relationships live in one structured place, with the CRM, pipeline and deal library running on top of it, that is a different shape of product, and it is the one DealSage is built to be.

What does Rogo actually do?

Rogo is an AI platform purpose-built for finance, built by former bankers and investors. Its agents, led by an agent called Felix, execute multi-step financial workflows end to end, from deal screening and CIM generation to diligence and buyer outreach, and hand back institutional deliverables like auditable Excel models, investment memos and slide decks. It connects to firm systems such as SharePoint and CRM alongside market data and filings. It is a serious, capable product built by people who clearly understand the work.

Does Rogo offer on-premise or VPC deployment?

Not that Rogo publishes. Its security page describes zero-trust principles, end-to-end encryption, siloed per-customer environments and a policy of not training on customer data, but it does not state a VPC or on-premise deployment option anywhere. Deployments are described as bespoke and cloud-based. DealSage offers DealSage Cloud, a private VPC, or fully on-premise for the most sensitive workflows.

How much does Rogo cost?

Rogo doesn’t publish pricing. It is a sales-led motion with bespoke, white-glove deployments, so you will get a number after a conversation with their team rather than off the website. We are not going to quote a figure we can’t verify.

Can a firm use Rogo and DealSage at the same time?

Yes, and it is a natural split. A firm could use Rogo to generate analyst deliverables quickly while DealSage holds the persistent record underneath, the ontology, the CRM, the pipeline, the deal library, so the work product has somewhere durable to land and the firm’s knowledge compounds instead of being regenerated each time. One is an engine for producing work; the other is the system that work lives in.

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