Specialist agents for financial work, built for your firm, tested on your own cases, and authorized by the people accountable for the result.
What would you like to hand off?
Each investor's quarterly package, on their own terms.
Custodian and administrator against the ledger; breaks traced, fixes proposed.
The administrator's monthly NAV checked before the controller signs off.
Each fee and expense charged to the funds, against the fund documents.
Form PF and the firm's other filings, prepared on their calendar.
Letters, decks and performance checked against the Marketing Rule.
Doing the work is the start. Your firm also needs the agent fitted to it, evidence before it is trusted, oversight after, and a record it can show. Here is each of those on one responsibility: a fund's quarterly investor reporting.
Ask for the quarter's investor packages in a sentence. The agent builds each one from the administrator's statements, the ledger and that investor's terms, and ties every figure to its source. Anything that needs judgment waits for the person who owns it. Nothing is finalized until your team approves it.
Describe what you need done and on what terms. The system asks what it needs to know, then builds the agent from Hyperlinear's base agents, configured to your administrator, your fund documents and your side letters, and adds new behavior only where nothing fits. If your team has already built something for the job, start there. Either way, the finished agent is tested as a whole.
Before it takes on the work, the agent runs beside your team on a real quarter and on the hardest cases you can give it. You see what it matched, what it caught, where it was wrong and what is still open. The system checks the results against your requirements; your firm decides whether it takes the work on, and within what limits. Each package still waits for your team's approval.
Authorization rests on the sources, terms and uses that were tested. When one changes, the system finds the work that depends on it and holds it while the rest carries on. A revised version is tested against the one in use, case by case, including any rule a new use brings in. You can stop a run at any time; changing what the agent does takes your firm's authorization.
Every piece of work leaves an operating record: the sources it read, the terms and rules it applied, what it concluded, who decided what, and what was delivered. It names the version that did the work and the scope your firm authorized, and it lists anything left open. Your auditor or an examiner can follow it without anyone rebuilding the story from a chat history.
Hyperlinear maintains each one as a building block. Your firm's agents are built from them.
Breaks between custodian, administrator and the books traced to their cause, with a fix proposed.
DailyUnmatched, failed and late trades investigated against the broker and custodian records.
DailyCash forecasts, funding needs and movements checked before they settle.
DailyMargin calls and collateral movements checked against the agreements that govern them.
On each callThe administrator's NAV package checked before sign-off, with open items carried to closure.
MonthlyManagement fees, performance fees and fund expenses checked against the fund documents.
MonthlyForm PF, Form ADV and the firm's other filings prepared from its records, each figure tied to its source.
On the calendarPeriod-end statements and notes assembled from the books, ready for the auditor.
Period-endThe firm's policies and practices tested against the rules that apply, with the gaps reported.
Annual and on changeLetters, decks and performance checked against the Marketing Rule before they go out.
Per piecePositions tested against each fund's investment limits and concentration rules.
DailyEvery AI system the firm uses, with an owner and a diligence record, and changes caught as they happen.
ContinuousSubscription documents, KYC and AML checks, and an investor file kept ready for review.
Per investorEach investor's quarterly package, built from the fund's records and their own terms.
QuarterlyEvery side letter read into what each investor is owed, with triggers and dates tracked.
ContinuousQuestionnaires answered from the firm's approved responses and records, each answer sourced.
Per requestThree layers and the compliance that runs through them, from the financial knowledge at the foundation to the authority your firm keeps at the top. Select one to see what it does.
Evidence before an agent is authorized, limits it cannot exceed while it works, oversight after, and changes only when your firm authorizes them. Every piece of work is tied to the version that did it and the authority it ran under.
For each responsibility, the system selects base agents, configures them to your sources and policies, and combines them, or adapts something your team already built. The whole agent is then tested, because parts that pass on their own can still fail together.
Specialist financial capabilities Hyperlinear maintains. Each carries the domain knowledge its work needs and the standards its results are judged against.
The requirements that apply to the work shape how an agent is built, tested, permitted and reviewed. When a rule, a use or your firm's circumstances change, the affected work is found and reassessed, and the reasons are kept.
Josh Dunn, our CEO, spent fifteen years building and running trading and operations at a multi-strategy quantitative hedge fund. What counts as a correct result, and when a person must decide, comes from doing that work.
Vladimir Sipos, our CTO, spent twelve years building regulatory technology at Bank of America, including trade recordkeeping and reporting platforms used across the bank. Hyperlinear's controls, versions and records are built with the same discipline.
Each base agent carries the standards its work is judged against: which records support a figure, which corrections need approval, what closes the work. Hyperlinear keeps them current, and an update reaches your agents only as a new version your firm authorizes.
The cases an agent is tested on come from people who have done the work: the restated figure, the late file, the fee that will not tie. Passing means a result a controller would accept.
Hyperlinear tracks the rules that apply to the work its agents do. When one changes, every affected agent is found, and the change comes to your firm as a decision.
Your systems of record keep the work they do well, and nothing is re-platformed. Tools your team has built can be adapted into governed agents that keep their logic.
Hyperlinear builds, deploys and maintains the system inside a dedicated cloud environment your firm controls, connected to your systems of record. Single tenant, in your account, under your keys. Your data stays under your control.
A dedicated, single-tenant environment in your own cloud account, in the region you specify, under your keys. Hyperlinear deploys, maintains and upgrades the system there.
Ledgers, matching engines and accounting platforms keep the deterministic work. Nothing is re-platformed to make room for an agent.
Read where it lives and kept where it lives. The system is cloud- and model-agnostic, and your data does not leave your control.
Consequential steps stop for the person your policy names, enforced where the agent runs rather than promised in a document.
What was read, what was decided and by whom, kept in your environment in a form an examiner can follow.
Roll back a version, withdraw an agent's authority, or change what it may do, on purpose rather than by drift.
Bring a responsibility your team owns, an agent you have already built, or only your questions. We will show you the system on work like yours, including where your approvals sit.