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December 3, 2025 · By the Deal Desk team · 5 min read

Anatomy of the 24-hour proposal

A brief arrives at midnight. By the next midnight a priced, planned, reviewable proposal exists. Here is the pipeline that makes the promise reliable.

Our public promise is simple: send us a problem, receive a serious answer within 24 hours. Keeping that promise thousands of times requires more than enthusiasm — it requires a pipeline with no improvised steps. This note walks through it.

01

Triage before intelligence

The first agent to touch a brief does not price it — it classifies it. Industry, deployment constraints, urgency, and whether the request is even coherent. Ambiguous briefs generate clarifying questions immediately rather than stalling in a queue. Bad inputs fail fast; good inputs arrive at the analyst already structured.

02

Estimation is a written argument

Our analyst agent does not output a number — it outputs a case: scope broken into phases, resources per phase, cost ranges with stated assumptions, and the risks that could move them. A human can disagree with any line because every line is legible. Pricing that cannot be argued with cannot be trusted.

03

The human gate is the product

Nothing reaches a client until an operator has reviewed the full internal plan — margin, staffing, timeline — and pressed approve. The agents prepare the decision; they do not make it. Clients sometimes ask if the 24-hour reply is really machine-generated. The honest answer: machine-prepared, human-signed. That combination is the product.