The always-on AI operations and compliance team for financial services

AI agents that run your financial workflows

Hyperlinear agents work across your systems to run reconciliation, compliance, reporting, and more while your team stays in control of every decision.

An extension of your team that never stops working

Agents give your team superpowers: deeper insight, broader coverage, faster execution, and greater accuracy across every system you run.

Reconciliation

Breaks are inevitable. Manual investigation isn't.

Position, P&L, and trade breaks happen daily across disconnected systems. Your team spends hours tracking down root causes across brokers, administrators, and internal systems.

Agents investigate just like you do.

Hyperlinear agents access the same data your team uses, automatically identifying, classifying, and root-causing breaks as they arrive.

Resolve with confidence, escalate what matters.

High-confidence breaks are resolved automatically. Low-confidence or high-risk exceptions are surfaced for human review with full context and recommended actions.

Regulatory filings

Filings are complex, high-stakes, and time consuming.

Regulatory filings like Form PF, ADV, and 13F require gathering data across systems, interpreting evolving requirements, and meeting strict deadlines. Every cycle involves manual effort and risk.

Agents that understand the regulations.

Hyperlinear agents know the filing requirements, determine which sections apply to your fund, and populate forms by pulling and validating data across your systems.

Review and submit with confidence.

Agents prepare the filing and surface it for your team's review. Every data point is traceable, every decision is documented, and your compliance team stays in control of the final submission.

Built by practitioners. Engineered for financial operations.

Features

Designed for trust, control, and compliance

Built for agents from the ground up

Not bolted onto legacy software. Every layer is designed for autonomous execution with human oversight. The architecture handles long-running, multi-step workflows across systems natively.

Understands financial operations

Agents come with built-in knowledge of financial workflows, data structures, and regulatory requirements. Domain expertise is embedded in the system, not added as an afterthought.

Safe by design

Permissions, guardrails, and approval workflows ensure agents operate within your boundaries. Your team defines what agents can access, what they can do, and when they need human approval.

Continuous evaluation

Agents are continuously monitored and benchmarked against quantitative performance metrics. You always know how well your agents are performing, not just that they're running.

Full auditability

Every action, documented.

Agents log their reasoning, data sources, and actions at every step, creating a complete record of how each workflow was executed.

Understand the why, not just the what.

Traces don't just show what happened. They capture the context and logic behind each decision, so your team can verify outcomes and understand how conclusions were reached.

Audit-ready from day one.

When regulators or auditors ask how a decision was made, the answer is already documented. No scrambling to reconstruct what happened after the fact.

Data-access controls

Your data, your boundaries.

Operational workflows span sensitive trading, investor, and financial data. Agents operate within the access policies your team defines.

Granular permissions at every level.

Control which systems, datasets, and actions each agent can access. Permissions respect your existing security boundaries and role-based policies.

Stay secure while workflows run.

Your team maintains full control over who and what can touch critical data. Agents execute within those boundaries, not around them.

Built-in PII filtering

Sensitive data handled with care.

Financial workflows routinely involve personally identifiable information: investor details, account numbers, communications. Agents need to handle it responsibly.

Automatic detection and filtering.

Agents identify and filter sensitive information before it's processed, ensuring workflows handle only the data required for the task.

Privacy protection built into every workflow.

PII filtering isn't a setting you turn on. It's embedded in every agent interaction, keeping you compliant with data-handling requirements automatically.

Getting started

Up and running in days, not weeks

Works on top of your existing systems

No rip-and-replace. Agents integrate with the tools, platforms, and data sources your team already uses. You don't change how your firm operates to start.

Your data, your cloud

Hyperlinear deploys to a dedicated cloud environment on any major provider. Your data never leaves your control. Full encryption and tenant isolation are built in from the start.

Start small, expand with confidence

Begin with a single workflow. See results quickly. Expand into additional workflows as your team builds trust in the system. Every deployment deepens the platform's understanding of your firm.

Dedicated support from day one

Our team works alongside yours through setup, pilot, and production. You're not handed a login and left on your own.

FAQ

Get answers to common questions

What does a pilot look like?

We work with your team to identify the workflow causing the most pain and start there. We deploy to a dedicated cloud environment, run agents against your real data, and deliver results quickly. Your team evaluates the output and decides whether to expand. The goal is measurable value with minimal commitment.

What do we need to give you to get started?

Very little. In most cases, we start with the same data and files your team already works with. No system migrations, no IT projects. We work with what you have today.

What if we're not ready to share production data?

We can run a pilot using synthetic data that mirrors your real workflows and data structures. This lets your team evaluate agent performance, validate the approach, and build confidence before connecting to live systems.

How do agents connect to our systems?

Agents connect to your data sources through secure integrations. We typically start with lightweight integrations and deepen connectivity over time as trust builds. Your team controls what agents can access at every stage.

What if regulations or filing requirements change?

Agents are designed to adapt. Unlike rigid rules-based automation that breaks when inputs change, Hyperlinear agents adjust to new requirements, updated forms, and evolving regulatory guidance. Your compliance workflows stay current without rebuilding from scratch.

Who builds and maintains the agents?

We do. Hyperlinear builds, customizes, and maintains agents tailored to your firm's specific workflows and requirements. Agents also adapt as your processes evolve. We work closely with your team throughout to ensure everything runs as expected.

Can we use this alongside our existing processes?

Yes. Agents can run in parallel with your current workflows, producing outputs for your team to compare against their own work. This lets you validate agent performance before transitioning any process.

What's the pricing model?

Pricing is based on the workflows and scope deployed, structured so that the cost is a fraction of the value the agents deliver. We're happy to discuss specifics on a call.

Is my firm the right fit?

Hyperlinear is built for firms with complex, multi-system operations: multi-strategy platforms, quantitative funds, and operationally intensive investment managers. If your team spends significant time reconciling data across systems, preparing regulatory filings, or managing exceptions manually, there's a strong fit. We're happy to explore whether your workflows are a match.

See what AI agents can do for your team

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