Why we're building Andera

There is a fashionable thesis in technology today: that regulation is, by default, a tax on progress. In this narrative, every control slows builders down, every audit is an odyssey, every disclosure requirement is another concession to bureaucracy. The theory is that if we remove regulatory hurdles and strip the system back, markets will allocate faster, founders will build more freely, and technological progress will accelerate.

That argument confuses the friction in the system with the function of the system. Audit is certainly painful, but the solution isn’t to make it less rigorous. The solution lies in innovation itself.

America became the center of global finance by offering trust, not ease. The dollar, the depth of the public equity markets, the willingness of strangers around the world to fund American companies, all of it rests on a simple premise: that the numbers mean something. There has to be enough accountability in the system for capital to move at scale.

Capitalism is not weakened by trust. It depends on it.

The public markets are one of the most powerful coordination mechanisms ever created. They turn savings, pensions, endowments, institutional conviction, and individual predictions into semiconductor fabs, medicines, energy systems, infrastructure, software, and frontier research. That wealth creation only works when participants believe the system is legible and anchored in something real.

The answer to burdensome regulation is not regulatory nihilism. The answer to slow processes isn’t to remove them; it’s to speed them up. The answer to wasteful audit work is not asking markets to replace evidence with vibes.

Instead, verification must become dramatically more efficient and institutional trust cheaper to produce, easier to inspect, and harder to fake.

That is why we are building Andera.

The trust layer of the economy is too important to be trapped in manual workflows. SOX testing, audit evidence, control validation, access reviews and exception management. Financial assurance should not depend on screenshots, spreadsheet archaeology, inbox searches, and seasonal campaigns of procedural exhaustion. The work matters too much to be operated like a painful afterthought.

The current state of audit infrastructure is badly outdated. Strong finance, accounting, and audit teams spend thousands of hours collecting artifacts, reconciling populations, chasing control owners, validating samples, formatting workpapers, and reproducing the same conclusions across slightly different templates. Public accounting firms deploy exceptional people into workflows that are repetitive by design and only intermittently analytical. Internal auditors are forced to coordinate evidence instead of interpreting risk.

Far more than a marginal efficiency issue, this represents a systems design failure.

This creates a rare engineering opportunity. Compliance is often treated as administrative residue. In reality, it is a dense technical domain hiding in plain sight. Every control is a claim about how a business operates. Every audit trail is a provenance graph. Every exception is a signal against an expected state. Every workpaper is a structured reasoning artifact. Every evidence request is a workflow primitive. The domain is not boring. It is a critically important space that has gone unserved by serious software.

The next generation of audit infrastructure will not be a better checklist or a nicer dashboard. The SaaS era had tried and failed to innovate there. AI presents the opportunity to build intelligent systems that gather evidence, understand operational context, reconcile source data, test controls, identify exceptions, generate defensible workpapers, preserve lineage, and route ambiguity to people with judgment. It can reason across PDFs, screenshots, emails, spreadsheets, ERP exports, approval logs, access tables, policy documents, and historical audit files.

The hard problem is not producing an impressive prototype. The hard problem is building AI that can be trusted in a domain where trust is the product. In audit, hallucination is not a harmless flaw, but an existential problem. The engineering surface area is enormous: retrieval, provenance, permissions, evaluation, structured reasoning, workflow orchestration, integrations, security, review loops, and explanation systems that can stand up to scrutiny.

The future cannot belong only to organizations that can afford the largest compliance apparatus or tolerate the greatest amount of manual process. It should belong to organizations that can demonstrate the truth of their operations continuously, precisely, and economically.

Market credibility does not sustain itself. Companies are raising extraordinary amounts of capital on increasingly complex narratives in opaque private markets. Startups routinely stretch the boundaries of revenue, ARR, pilots, commitments, and usage. Public markets remain the deepest reservoir of capital in the world because they demand a higher standard of disclosure and assurance. Weakening that standard would be a mistake.

The better path is not to abandon the guardrails. It is to rebuild them with software.

At Andera, correctness is not optional. Our customer is not asking for another productivity layer, but for systems that can change the cost structure and operating model of assurance itself. AI cannot be a conversational wrapper, but must be an engine for re-architecting regulated workflows end-to-end. Where the output is not engagement, but institutional confidence.

We are building for the people who preserve the integrity of companies: internal audit teams, accounting firms, finance leaders, control owners, and eventually every organization that must prove what is true. Our goal is to make SOX audits faster, less painful, and more economically rational. Not by lowering the standard, but by changing the machinery through which the standard is met.

The most consequential software categories are often invisible until they are obvious. Payments. Clearing. Identity. Ledgers. Controls. Audit. These are the systems our financial system depends on quietly, and they are exactly the systems that become transformative when excellent engineers decide they should no longer be tolerated in their current form.

We are looking for talented people who believe precision matters, perhaps most of all in the trust infrastructure of our economy.

We are not building Andera because regulation is sacred. We are building Andera because trust is.