One webhook call turns a raw 10-Q or earnings-call transcript into a structured FP&A brief — YoY growth, margins, guidance direction, ranked risks, and a scored sentiment read — in under a minute, with no analyst in the loop.
Deterministic code handles parsing and formatting. A single schema-constrained model call handles the judgment: sentiment, materiality, guidance direction.
Dual intake at node 03 means the same endpoint accepts a bound 10‑Q/10‑K PDF or a transcript JSON body — both converge before section-splitting, so nothing downstream needs to know which one arrived.
Sentence-level regex hits on revenue, margin, and guidance language ride alongside the raw text into the prompt — a cheap way to anchor the model on the numbers actually present before it has to reason about them.
The structured-output schema treats every hard number as nullable. A company that doesn't report a metric should yield null, not a hallucinated figure — the parser enforces that at the type level, not just the prompt.
A sentiment score below -0.2 branches to a Slack alert before the brief is returned — the workflow doesn't just file the analysis, it flags deteriorating filings for the FP&A team automatically.
Real figures from NVIDIA's Aug 26, 2026 earnings release, run through the workflow above. Generated by Claude, not hand-written.
Total revenue of $96.2B grew 106% year over year, well above the high end of prior guidance. Data Center revenue was $89.0B, the dominant growth engine, fueled by Blackwell-generation system ramps and large forward orders from hyperscale and sovereign AI customers.
Q3 FY2027 revenue guidance initiated at $108.0B (±2%), implying continued strong sequential growth from Blackwell Ultra and early Rubin platform revenue. Gross margin guided ~74.0% (±50bps) — a 100bps step-down from Q2. Outlook explicitly excludes any China Data Center compute revenue.
Highly confident and bullish. Management frames supply constraints as a demand-management challenge rather than a demand problem, and guided well above consensus with an "initiated" Q3 outlook implying further sequential acceleration.