Every day, a revenue team hears what matters. Sales learns that a buyer is also evaluating a competitor, or that the budget has moved. Customer success hears that a customer wants to roll out to another department, or that the champion is about to leave. RevOps sees deals that have not moved in weeks. And the same product request comes up on call after call. Each of these is a signal, and each one could change the outcome of a deal or an account.
Most of it stays where it was said: in a call, an inbox or a Slack thread. Very little of it reaches the CRM, and even less reaches the people who could act on it.
Most of it is never captured. What is captured is rarely understood. And what is understood is rarely acted on.
The follow-up promised for Friday is never sent. The feature request that came up on four calls never reaches the product team. The expansion everyone heard about is noticed the week after the renewal. RevOps builds next quarter's plan on fields that went stale a month ago. Leaders go into the pipeline review without a clear picture, because the answers are scattered across too many tools.
This is signal debt. Signals that were never captured have to be rediscovered, usually too late. Insights that were never shared get relearned by every team on its own. Follow-ups that were never sent turn into deals that quietly slip. And the debt compounds: the more a team grows, the more it knows, and the less of it anyone can act on.
Companies own more customer knowledge today than at any point in history. Every call is recorded, every email is kept, every click in the product is logged. Yet very little of it becomes intelligence the whole company can use, and even less becomes action. Teams spend their days reconstructing what happened instead of acting on it.
Some see this as the price of growth. We believe it is the largest source of lost revenue hiding in plain sight. The deal that slipped, the renewal that churned, the expansion that never happened: the warning was almost always there, in a conversation someone had already had.
Why it was never solved
For a long time there was no way around it. The CRM was meant to be the answer, but a CRM asks people to type what happened into fields, and a field keeps a word while losing the meaning. "Stage: Evaluation" cannot tell you that the buyer is worried about security, or that the person who signs has not been in a single meeting. So the real story stayed where it was, inside the conversations and out of reach.
That has changed. Software can now read every conversation a company has, understand what was said and act on it. AI agents can write the follow-up, update the record and prepare the brief before the next call. For the first time, the work that falls into the gap between talking and doing can actually get done.
But an agent is only as good as the context it can reach. Point one at a CRM full of empty fields and it will be confidently wrong. Give it the full story of every account, with the source behind every fact and the right permissions on every record, and it becomes a colleague the whole team can rely on.
What we are building
This is why we are building OpenNous. We read the tools a company already runs: calls and meeting notes, email, Slack, the CRM and product usage. We resolve every conversation to the right person and the right company, and keep one record of each account that updates itself. From that record we extract the facts, signals and insights that matter, and turn each one into work: a next step with an owner, delivered to the person or the agent who should act on it.
We do not believe a team should have to replace its tools to get there, or hand its data to a black box. OpenNous works on top of the stack a team already uses, and the engine is open source. And we believe every team should be able to build on its own data: its own workflows, its own agents and its own applications, shaped around the way it sells.
The future we are working toward is one where nothing a customer says is lost. Where reps spend their day talking to customers instead of doing admin work. Where the product team hears what the market is asking for, and leaders trust the pipeline because every number carries its evidence. Where people and agents work from the same source of truth, the agents taking the work off and the people keeping the judgment and the relationships.
Our mission is to reinvent how people, teams and agents work together to grow revenue.
Bennet Glinder and Aakash SethiCo-founders, OpenNous
