AI agents, delivered and managed.
Instead of selling you software, we deliver the finished task. We find the process that eats your team’s hours, build an agent for it, deploy it into your stack, and manage it while it runs on its own.
How it works
Three steps from a manual process to a task that runs itself.
Find a process
We sit with your team and map where the hours go: broker reports pulled by hand, statements re-typed, data pushed between systems. We pick the process where an agent pays off first.
Build and deploy an agent
We build the agent around your exact process and wire it into the tools you already run. Your platform, your formats, your controls. No migration, no new software for your team to learn.
Let it run
The agent performs the task on its own, every cycle. We monitor every run, handle the edge cases, and keep improving it. Your team checks results, not logs.
This is not a chatbot
ChatGPT and Copilot are useful, and they still leave the work with your team. An agent has access to your systems, a defined task, and permission to complete it end to end. Your team reviews the output instead of producing it.
It answers in text, and the task is still yours. Every step waits for a prompt from you.
unprompted
Nobody at the keyboard. It works across your tools and the outcome shows up, built, run and managed by Fume.
We build, run and manage the one on the right.
New to agents? Read the complete guide to AI agents for fund operations or the agent vs. chatbot vs. RPA breakdown.
Where we start: the NAV lifecycle
Four examples across the NAV lifecycle, not the full scope. Wherever data moves by hand in your operation, an agent can take it over. We wrote up how this pipeline works in Automating NAV calculation with AI agents.
Ingest agent
Pulls data from brokers, banks, email inboxes, and onchain transactions every morning. Manual logins and exports disappear.
Replaces manual logins and exportsStructure agent
Takes any statement format and turns it into structured transactions, across crypto and traditional assets, in the exact layout your platform expects.
Hours of daily transcription, gonePush NAV agent
Pushes structured data into Paxus, NTAS, Geneva, Investran, or any NAV engine. The platform runs the calc, the agent returns NAV, fees, and the cap table.
No copy-paste, no upload breaksTokenize agent
Feeds NAV results, payouts, and the latest unit register into Fume's tokenization engine, fully onchain and end to end.
Modern fund clients, served at scaleMore agents we build
The NAV lifecycle is the starting point. These run alongside it, plugged into how your fund actually works.
Compliance agent
Monitors regulatory changes across jurisdictions and flags issues before they become problems.
Document agent
Reads legal documents, term sheets, and investor reports. Summarizes, extracts, and flags the terms that matter.
Risk agent
Live risk assessment across your portfolio. Spots concentration, correlated exposures, and unusual patterns before they hit.
Communication agent
Drafts investor updates, quarterly reports, and responses to common questions. Consistent voice, fraction of the time.
Need something else? Tell us what you need.
How we build agents
Built around your process, wired into the tools you already use, and managed after they ship.
Wired into your stack
Works with your custodian, admin platform, trading venues, and data providers. No forced migration, no rip-and-replace.
Bespoke, not off-the-shelf
We write, deploy, and hand over custom agents built around your process. No 200-page reports, no generic product.
Guardrails that hold
Agents act inside limits you set. Every action is logged and auditable, so your compliance team can trace each run.
Managed by us
We monitor every run, catch the edge cases, and keep improving the agent over time. You get the result, not a maintenance burden.
Need it fully private? The agents run locally.
Some funds can’t send data to a public AI cloud, and they shouldn’t have to. We deploy the same agents on open-source models that run entirely inside your own infrastructure, with the guardrails and audit logs you’d get from any Fume deployment. The only difference is that no data ever leaves.
On your infrastructure
Open-source models run on your own servers or in your private cloud. Investor data, positions, and documents stay inside your firewall.
No third-party AI cloud
Your data never touches a public model API, and nobody trains on it. Since there's no AI vendor in the chain, compliance has nothing new to review.
Proven in production
We already run fully on-prem deployments for managers: Docker stacks on their own infrastructure, with their own keys, monitoring, and database.
Handling data that can’t go to the cloud? Talk to us about a local deployment.
The Fume stack for AI
Every part of Fume is built for programmatic access, so the agents we deliver can lean on each layer. Agents on the other side of the table use the same stack to browse, subscribe, and invest.
Fund Builder
Agents pick legal, admin, custody, and audit providers through the Fund Builder.
Tokenization Engine
Free tokenization. Agents get programmable ERC-6909 shares they can issue and distribute.
OmniClear
Instant stablecoin settlement. Subscriptions and redemptions clear in the same block.
Fund Registry
A public directory of tokenized funds. Agents browse, evaluate, and invest.
Which process should go first?
Tell us what's eating your team's week. We'll tell you if an agent can take it over, and what it would save.