Every sales tool on the market can tell you what happened on a call. Summaries, transcripts, action items, keyword spotting — the recording is the easy part.
The hard part is what comes after.
What was actually promised? Who is it for? Does it connect to something said three calls ago? Is there a pattern across every deal in the pipeline? Is this commitment being kept, or is it about to go quiet?
That’s the gap between data and truth. Every tool captures data. Doris builds the truth.
Data Is Not Intelligence
Your CRM has fields. Your notetaker has transcripts. Your email tool has threads. Your calendar has meetings.
None of them talk to each other. None of them understand what a commitment is. None of them know that the pricing question in Tuesday’s email is connected to the objection raised in last week’s call, which is connected to the champion who brought it up, who hasn’t been in a meeting since.
Data lives in rows and columns. Intelligence lives in connections.
When a rep finishes a call and says “I’ll send over the pricing comparison by Friday,” that’s not just an action item. It’s a commitment — tied to a specific deal, a specific stakeholder, a specific moment in the conversation, with a deadline and an owner. And its status matters. Was it kept? Was it late? Did it get forgotten entirely?
Multiply that across every call, every deal, every rep on the team, and you have a picture that no CRM field or call recording can give you.
How Doris Creates the Picture
Doris starts where every other tool stops — at the recording. But instead of just summarizing it, Doris processes every conversation to extract what actually matters for the deal.
Commitments Surface Automatically
When a rep says “I’ll get that technical spec to your team by Thursday,” Doris identifies that as a commitment. Not a vague action item buried in a summary — a tracked promise with an owner, a deadline, a source, and a status.
These commitments accumulate across the life of a deal. Call one, call two, the follow-up email, the internal sync — every interaction adds to the commitment graph. When a commitment goes overdue, the deal knows. When it gets fulfilled, that’s recorded too.
Stakeholders Emerge from Conversations
Doris doesn’t ask reps to fill in org charts. Stakeholders emerge naturally from conversations — who was on the call, what they said, what role they play, how much influence they carry.
Over time, the stakeholder map builds itself. The champion who drives every technical discussion. The executive who only appears for the pricing conversation. The blocker who raised the same objection twice. These relationships become visible without anyone entering data.
Deal Context Compounds
This is where Doris diverges from every other tool in the category.
A call recording gives you a snapshot. Doris gives you a timeline. Every conversation enriches the deal — adding commitments, updating stakeholder dynamics, surfacing objections, refining competitive positioning, evolving strategy.
By the third call, Doris knows what was promised in call one, what objections came up in call two, what the champion is pushing for, and which commitments are still outstanding. The deal’s history isn’t scattered across transcripts and CRM notes. It’s connected, structured, and queryable.
A general-purpose AI can summarize a single conversation. Doris compounds all of them.
Emails and CRM Data Feed the Same Graph
Conversations aren’t limited to calls. Emails get classified and linked to the right deals automatically. CRM stage changes flow in through webhooks. Calendar data connects meetings to the timeline.
Every signal — regardless of source — feeds into the same unified picture. The ontology doesn’t care where the data came from. It cares about what it means for the deal.
What This Makes Possible
When every commitment, every stakeholder, every objection, and every interaction is connected in a single graph, things that were previously invisible become obvious.
For reps: Walk into every call knowing exactly what was promised, what’s overdue, and what the buyer cares about. Doris does the work behind every commitment — follow-ups drafted, presentations built, CRM updated — before you context-switch to your next call.
For managers: See which commitments are being kept across the pipeline and where deals are at risk. Not from CRM fields that reps update at the end of the week. From the actual evidence of what’s happening in every deal.
For revenue leaders: Forecast from commitment follow-through, not self-reported data. Know which patterns correlate with closed-won deals. Ramp new hires on institutional knowledge instead of tribal knowledge.
From Truth to Platform
This connected deal intelligence — the commitments, stakeholders, meetings, strategy, objections, and competitive signals — is what we call the Doris Ontology.
It’s the same graph that powers every feature inside Doris. The deal agent queries it. Meeting prep pulls from it. Daily briefings are assembled from it. Follow-up emails are drafted using it.
And now, with the Doris Ontology API, you can build on top of it too. Query it from your own tools, react to events with webhooks, or connect your AI agents through MCP.
The truth behind every deal — programmable.