
The VC stack has everything it needs. Except execution.

John Frizelle
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Every venture team I've spoken to over the past two years describes the same pattern. The analytical work that drives every investment decision - researching a company before a first call, screening it against your criteria, building the diligence question list, drafting the IC memo - lands on the same small number of people, follows the same structure every deal, and takes the same hours every time.
The tools have improved significantly. CRMs have got better at capturing relationships and activity. Data platforms surface signals faster. AI assistants help analysts think through problems and draft content more quickly. None of that is wrong.
But here is the thing none of those tools do: move the work forward.
CRMs record the deal. Data tools inform the deal. AI assistants help you think about the deal. The work itself - triggering the research, producing the outputs, assigning the actions, keeping the team aligned across every active deal - still moves person to person, the same way it always has. The associate is still the integration layer.
That is the gap Alludium is built to close.
What execution actually looks like
When a new company comes in, an agent pulls from connected data sources - your CRM, Harmonic, Dealroom, Pitchbook - applies your screening criteria, and returns a structured first-look before your analyst has opened a tab. Not a summary. A scored, source-linked output ready for a partner to review.
When a deal moves into diligence, the system creates the tasks, routes them to the right people and agents, and starts producing outputs - diligence packs, market analyses, question sets - directly from the context already captured in the deal room. When it is time for IC, the first draft of the memo is assembled from everything that has already been produced. The partner reviews and decides. They do not assemble.
And across all of it, a single inbox surfaces everything that needs attention - from colleagues, from agents, across every active deal - in one place. No chasing updates. No dropped threads.
The work still gets done properly. It just does not need to land on the same few people every time.
Built inside a real venture workflow
We built this closely with Sure Valley Ventures, one of the UK's leading AI-focused venture funds. Barry Downes, SVV's Managing Partner, described the shift better than I can:
"The real shift wasn't using AI to help us think faster. It was designing processes where agents could execute safely, with clear constraints and visibility, so the team could focus on decisions."
That is the distinction. Not AI that helps you think. AI that does the work, so you can focus on the part that actually requires your judgement.
Why VC, and why now
Alludium started as a horizontal platform - a set of infrastructure primitives for agentic work: projects, tasks, agents, an inbox, an execution layer that any team could build on. That platform still exists and still underpins everything we do.
What we learned from building it is that the distance between "here is a powerful platform" and "here is immediate value for your team" is too large for most teams to cross on their own. Getting value required upfront process thinking, configuration, and a willingness to redesign how work gets done. That is a significant ask before someone has seen a single useful output.
Our answer to that is to do the configuration work ourselves, for a specific operating context, before a team ever signs up. We call this a vertical pack - a pre-built set of workflows, agents, and tasks already configured for how a particular type of team actually works. You connect your tools, your agents are ready, and the work starts immediately. No process redesign required.
Venture capital is the right place to start. We know the space - our founding team has deep roots in it. The analytical work follows the same structure every deal, which means the configuration work we do once applies consistently across every firm that uses it.
This is not a narrowing of what Alludium is. It is a more honest answer to how teams actually adopt new software - and a model we intend to bring to other verticals as the VC pack demonstrates its value.
The category shift
AI has moved from producing answers to completing work. Models can now trigger workflows, produce structured outputs, assign actions, and keep teams aligned across repeatable processes. The infrastructure exists to build an execution layer that simply was not possible two years ago.
Automate the assembly, and you free up the judgement. That is what Alludium does. Starting with venture capital. Not ending there.
If you want to see what it looks like on a live deal, book a 30-minute walkthrough.
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