Built Technologies

A shipped agent makes the operational decision, and it does the work rather than decorating it. It reads loan agreements, budgets, inspection photos and reports to reach a funding judgment, along with insurance certificates and historical draws. Built reports 500,000 automated tasks completed. Underneath is a construction loan administration platform that ran the market for a decade before the agent existed, and a trade association endorsed it in its pre AI form. Without the agent, that platform survives intact.

The customer selects its level from a published autonomy ladder. Audit mode reviews and recommends actions for human approval. Assist mode handles routine steps while staff make the final decisions, and automate mode executes fully once policies are met while flagging exceptions. Each funding action is written to a compliance file, so the documentation exists whichever mode is running.

The mode ladder doubles as a validation methodology, which is worth naming: a lender can run the agent in audit mode, compare its recommendations against what its own reviewers decided, and only promote it to assist or automate once the comparison satisfies them. That is a practical route to validating a model before relying on it, delivered as product rather than as a document.

Published accuracy carries a denominator, and every funding decision writes a compliance file an examiner can inspect. What remains absent is model documentation, a validation summary, error analysis and any stated position on supporting a lender's formal model risk process.

Scale is stated at more than 625 banks, private credit lenders, owners and contractors managing over $350 billion of activity annually, and a major national bank is named as a customer with its lending services group manager quoted on record.

The agent's performance is quantified with a denominator rather than as a headline, at 99.9 percent accuracy across more than 500,000 automated tasks, alongside draw review time cut roughly 95 percent to as little as three minutes, two to five times capacity gain and materially more compliance risks surfaced than manual review. A national banking trade association endorsement and mainstream financial press coverage of the agent launch add independent visibility.

Two disclosures are specific, and one of them raises a question. The agent is described as processing against each lender's own standard operating procedures rather than a generic policy, which scopes behavior to the institution. The model layer partner is named openly. The training basis is also stated, more than $3 trillion of real estate finance data, a specific statement of provenance. It is also the question.

A platform handling $350 billion a year across 625 institutions is the obvious source of a data set that size. Nothing states whether one lender's draw history informs the agent serving another, or whether participation can be declined.

The consumer privacy surface is limited, because borrowers are typically developers and contractors rather than individuals. That narrows exposure under consumer financial privacy rules without removing it. Residential construction lending reaches individual borrowers, and the platform holds project financials and insurance certificates, plus lien records and payment instructions, across the whole participant chain. No privacy framework, retention schedule or subprocessor list is published.

There is no public trust center or enumerated certification list, and no attestation scope or audit period is published. The trade association endorsement implies a diligence process was passed, but that is a commercial review rather than a security attestation. A platform executing payments and holding loan documentation for hundreds of banks would have supplied attestations privately, which an outside buyer cannot verify.

Built supplies technology and holds no license, the expected posture. Its strongest external credential is an endorsement from the national banking trade association, which involves a review process and carries weight with the community and regional institutions that make up much of the customer base.

Product scope touches statutory instruments directly, since lien waivers, title and insurance validation are legal artifacts rather than administrative ones, and compliance files are produced per funding action. No supervisory instrument is named as a design target.

Borrowers here are businesses rather than consumers, so demographic fairness is a weaker frame and this reads as error governance. The published accuracy is high and the arithmetic still matters: 99.9 percent across 500,000 tasks implies roughly five hundred errors, and in draw funding an error either releases money against work not completed or withholds money from a project that is on schedule, stopping a build and costing a contractor directly. Nothing public breaks error rates down by document type, project type or lender, and no analysis addresses whether smaller or less documented borrowers see more exceptions.

The audit mode gives a lender real protection, since it can watch the agent before trusting it, and the compliance file written for every funding action means a disputed decision can be reconstructed with the documents that informed it. Neither is a commitment. There is no accuracy guarantee, no remediation term and no published obligation where an approved draw releases funds against work that was not completed. The party with least recourse is the builder whose draw is held or reduced, who is not the customer, does not see the policy applied and has no described route to contest the outcome.

The agentic layer's provider is named publicly through a joint launch announcement, a direct model chain disclosure. The integration partners are individually identified, so a buyer can see which systems exchange data. The training basis is quantified. The rest is not disclosed. No foundation model is named beneath the agent platform, no subprocessor list is published, and nothing states where loan documents and inspection imagery are processed.

The named integrations are the systems this market runs on, spanning accounting, real estate asset management and construction project management. Data moves between the lender's book, the owner's portfolio and the builder's site records without rekeying. That matters more in construction lending than in most lending, because the participants are separate companies rather than departments, and the platform's core claim is connecting lender, borrower, builder and inspector in one workflow. Payments execution and disbursement routing are handled in the same system, so the decision and the money movement are not split across vendors.

Delivery is cloud hosted software as a service serving domestic lenders and construction participants, so the cross border complexity facing global vendors does not arise. Residency still matters given the content, since loan files, inspection photographs, insurance certificates and payment records are retained for the life of a construction loan and beyond. No hosting regions or tenancy model are published, and neither residency options nor a subprocessor chain is described.

No rates or tiers are published, and there is no billing unit or minimum. The platform spans lender software and borrower and builder collaboration. It also covers payments execution and diligence services including title, lien monitoring and insurance validation. Scope is therefore the first commercial question. Nothing public indicates whether those are licensed together, charged per loan or per draw, or whether the payment rail carries its own economics.

On the capital side the coverage is complete for its market, reaching commercial banks, credit unions and private credit lenders, and it extends across the whole transaction to owners, developers, general and specialty contractors, title companies and other vendors, which is what makes the connected workflow possible at all. Commercial real estate asset and portfolio management extends it further into the investor side. The boundary is the vertical: this is construction and real estate finance only, with nothing addressing consumer lending, payments, insurance or capital markets.