An engine for deploying specialized, enterprise-grade AI agents.
Crucible automates agent creation and deployment. It does this with an opinionated, self-learning approach drawn from the agents we’ve built and deployed. It’s designed to handle all the difficult details and nuances of agent building.
Crucible checks what it can and can’t do, fixes what it can, and delivers an agent that’s hosted, connected and actually works.
A capable model can read, write and reason. Getting it to do a real job inside a real business is a thousand small decisions: who it answers to, what it can touch, how it speaks in each channel, how you know it’s right, and the last mile into your systems. That’s where most agents fail, and it’s what Crucible was built for.
Crucible draws on a library of capabilities and agent templates proven in real work. Each one is adapted to your playbooks, your systems and your standards.
Agent templates
Triages every CIM or deck against your mandate, writes the screening note, logs it to the CRM and queues the best for a partner.
Capabilities
Reads a CIM or deck, scores it against your mandate, and writes a cited pass or pursue note.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Spreads financials, builds comps, and checks a model against source filings.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Cited research across filings, transcripts, expert calls and the web.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Writes previews before each print, synthesizes calls as they happen, proposes model updates and alerts the PM when guidance moves.
Capabilities
Previews before the call, then what changed against last quarter and your model.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Spreads financials, builds comps, and checks a model against source filings.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Data room ingestion, diligence matrix, expert-call synthesis, red-flag memo and a first IC memo, every claim cited.
Capabilities
Runs your question set across every document into a cited table and drafts the red-flag memo.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Cited research across filings, transcripts, expert calls and the web.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Spreads financials, builds comps, and checks a model against source filings.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
DDQ answers, quarterly letters and LP replies, capital call notices, changed wire instructions flagged, all through compliance first.
Capabilities
Answers from your approved library, flags conflicting answers, and routes new questions to the owner.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Drafts quarterly letters and commentary from fund data.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Checks marketing against the Marketing Rule and screens notes for possible MNPI.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Every template chains capabilities together, with checkpoints where your people make the call.
Every template chains capabilities together, with checkpoints where your people make the call.
Triages every CIM or deck against your mandate, writes the screening note, logs it to the CRM and queues the best for a partner.
Adapted to you. Your mandate, your models, your compliance rules on what reaches investors.
Before an agent ships, Crucible tests it against the real job: benchmarks, test cases and the edge cases your team named. It fixes the gaps it can. The ones it can’t are written down, along with what happens instead.
You know what you’re getting before it goes live.
Every agent ships with an evaluator. It scores each piece of work, takes your team’s feedback, and changes the agent directly: its instructions, its checks, its tools. You see what changed and why.
Crucible hosts the agent, connects it to your channels and tools, and runs it on any model. Hard limits are written in code, so the agent can’t talk its way past them.
Hosted by Atlas or in your own cloud. Reachable wherever you want it to be.
We’ll work with you to build the agent specification and its benchmarks, and utilize Crucible to get you an agent that truly understands your business and gets the things that matter done.
