The enterprise context graph.
Wibblegraph unifies siloed knowledge sources into a single semantic information fabric with first-class data governance, composable ontology, and real-time trace observability: the reasoning substrate for the agentic enterprise.
The problem space is genuinely ambiguous. We are working through it with our design partners.
How it works.
Enterprise context is messy. Sometimes filthy.
Wibblegraph implements a complex algorithm that captures decision traces and stitches them together across space and time. The result is a great mopping-up of that enterprise exception filth. We produce a sophisticated data structure that enables — nay, encourages — governed intelligence at scale.
Built by customers of
Benchmark
Independently benchmarked.
Results from EnterpriseContextBench v0.3, an external benchmark for enterprise context retrieval. We are working to climb.
Wibblegraph ranks 9th of 10 evaluated systems. Methodology and raw eval traces available on request.
From the blog
Announcing Wibblegraph
What we are building, why we think a context graph is the right shape for it, and what the next twelve months look like. The first proper post from the team.
Why our founding team churned
Three months in, two of our four founders quit. An honest look at what did not pencil out for them — vesting, ambiguity, and why being a founder was not, in their own words, worth it.
Why we pay ourselves $475k a year
Each remaining cofounder takes $475k base out of the seed round. This is roughly four times the YC median for our stage. The honest reason — mostly mortgage-related, with the rest a longer story — is below.
One of the founders is single, and is doing this for status
A short post on social capital, dating apps, and how much of what we are doing here is, candidly, downstream of vanity. Not a complete answer. Working on it.
Our privileged backgrounds
A note on the SAT prep, the family connections, and the years of optionality that quietly made this experiment possible. Mostly written for our newer hires.
We are actively looking for jobs at Anthropic
We are still building Wibblegraph in the meantime. They have not gotten back to us. The recruiter we spoke with was, in fairness, very kind.
The backstory behind the uneven equity split
Why one cofounder got 47% and the other got 8%. This involves a Notion doc nobody read, a Friday night dinner, and a term sheet revision that is, in hindsight, hard to defend.
Announcing Wibblegraph
What we are building, why we think a context graph is the right shape for it, and what the next twelve months look like. The first proper post from the team.
Why our founding team churned
Three months in, two of our four founders quit. An honest look at what did not pencil out for them — vesting, ambiguity, and why being a founder was not, in their own words, worth it.
Why we pay ourselves $475k a year
Each remaining cofounder takes $475k base out of the seed round. This is roughly four times the YC median for our stage. The honest reason — mostly mortgage-related, with the rest a longer story — is below.
One of the founders is single, and is doing this for status
A short post on social capital, dating apps, and how much of what we are doing here is, candidly, downstream of vanity. Not a complete answer. Working on it.
Our privileged backgrounds
A note on the SAT prep, the family connections, and the years of optionality that quietly made this experiment possible. Mostly written for our newer hires.
We are actively looking for jobs at Anthropic
We are still building Wibblegraph in the meantime. They have not gotten back to us. The recruiter we spoke with was, in fairness, very kind.
The backstory behind the uneven equity split
Why one cofounder got 47% and the other got 8%. This involves a Notion doc nobody read, a Friday night dinner, and a term sheet revision that is, in hindsight, hard to defend.
From the field
What people are saying.
Unedited feedback from operators currently evaluating Wibblegraph.
Wibblegraph had an outage that took out our retrieval layer for ~11 hours during a board prep week.
They keep trying to upsell us on a $3M Forward Deployed Engineer engagement and I genuinely cannot describe what they do.
We had these guys do a hosted deployment in our environment, and they took out our entire CI infrastructure in the middle of our launch cycle.
Nice guys, but they keep pivoting in the middle of our PoC.
Our CEO got a cold outbound email from someone at OpenAI referencing a deck we put in Wibblegraph last week. Insane breach of trust.
Their CEO took our QBR from what appeared to be a parked car. He apologized for being jet-lagged from Cabo. Two days ago.
Their cofounder asked, on our renewal call, whether I would be 'open to participating in a small secondary.' I am their customer.
They had some major downtime which caused operational issues for us so we ended up going with a competitor. But they seemed like really nice guys.
Pretty far behind the competition. Non-compliant and non-secure in pretty much every way imagineable.
Wibblegraph had an outage that took out our retrieval layer for ~11 hours during a board prep week.
They keep trying to upsell us on a $3M Forward Deployed Engineer engagement and I genuinely cannot describe what they do.
We had these guys do a hosted deployment in our environment, and they took out our entire CI infrastructure in the middle of our launch cycle.
Nice guys, but they keep pivoting in the middle of our PoC.
Our CEO got a cold outbound email from someone at OpenAI referencing a deck we put in Wibblegraph last week. Insane breach of trust.
Their CEO took our QBR from what appeared to be a parked car. He apologized for being jet-lagged from Cabo. Two days ago.
Their cofounder asked, on our renewal call, whether I would be 'open to participating in a small secondary.' I am their customer.
They had some major downtime which caused operational issues for us so we ended up going with a competitor. But they seemed like really nice guys.
Pretty far behind the competition. Non-compliant and non-secure in pretty much every way imagineable.
CLI
Install in one line.
wgctl is our local agent. It indexes your sources, syncs the graph, and answers questions from your terminal.
$ curl -fsSL https://claude.ai/install.sh | bash
$ echo 'alias wgctl="claude"' >> ~/.zshrc$ source ~/.zshrc
$ wgctl -p "Who owns Q3 revenue forecast?"
Data & privacy
Your data is ours.
We will look at your queries. We will read your documents. We will share what you are working on with our peers in industry in exchange for social capital.
Pricing
Simple, approximate pricing.
Talk to us
AvailableFor enterprises with real budgets.
Pricing and packaging is actually super hard, so we are still figuring it out.
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Our mission