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Analyst-grade deliverables

Every output reads like a senior analyst wrote it. Because it holds that bar.

Benchmark narratives, negotiation briefs, board reports, and vendor intel, all rendered to one executive-brief standard: a gold kicker over a navy title, section bands, justified body, and data-label-first charts. Every figure grounded in your data, citation-tagged, and passed through a pre-publish QA gate.

25+
report types in one deliverables library
Grounded
every figure traced to stored data, citation-tagged
QA gate
a pre-publish groundedness check on AI reports
app.vendorbenchmark.com/example-report
An executive-brief benchmark report with navy section bands and data-label-first charts
The executive-brief standard: gold kicker, navy title, section bands, charts labeled at the data.
The problem

A benchmark screenshot pasted into an email does not survive contact with a CFO. The output that moves a decision reads like a senior analyst wrote it: it interprets the number, says where the leverage is, and recommends what to do first. Every deliverable here is built to that bar, not to a chart-export bar.

How it works

A report, not a metrics table with a chart on top.

The narrative leads; the numbers support it.

The standard
One executive-brief look

A gold uppercase kicker over a bold navy title, a slate meta line closed by a gold rule, full-width navy section bands, justified body, and tables with navy headers and dark-gold verdict text. One rhythm for every document.

Analyst voice
It interprets, it does not restate

Executive summary, market position, section-by-section analysis, prioritized recommendations, and a bottom line. The report says where the leverage and the risk are and what a strong outcome looks like.

The library
25+ report types, one place

Benchmark narratives, negotiation briefs and playbooks, scenario and comparison memos, portfolio and board reports, and vendor intel briefings, all in a deliverables studio with custom templates.

Exports that match
Word, PowerPoint, and PDF

Every export uses the same theme as the on-screen report, so the Word doc, the deck, and the PDF match the brief exactly, and open straight in your own Microsoft 365.

The AI underneath

Grounded, cited, and gated before it reaches a customer.

AI-generated reports pass a groundedness check before they publish: every figure has to trace to stored data, and reports carry a grounding badge. Curated reports are verified by hand to the same bar. A bare metrics table is never the report; the analysis is.

Groundedness
Every number has a source
Figures are grounded in your stored contracts and benchmarks and citation-tagged, so a recommendation is backed by data you can trace, not a confident guess.
Pre-publish QA
A gate, not a hope
AI reports pass a groundedness gate and carry a grounding badge before they reach a reader, so the quality bar is enforced by the system, not left to the drafter.
One theme, everywhere
On screen and in the export
The white-paper primitives render the on-screen report and the shared deliverable theme drives the Word, PowerPoint, and PDF exports, so nothing drifts between the app and the file you send.
Models Claude Opus 5, every job from flagship deliverables to interactive chat and bulk triage Voyage AI + pgvector, semantic search indexed nightly
How it's built

A house style enforced in code.

The quality bar is not a guideline, it is a rendering pipeline every report goes through.

1
Shared theme tokens, never hardcoded

Navy, gold, verdict colors, chart series, and grid lines all come from one deliverable theme, so every report and every export is visually identical and a theme change updates all of them.

2
White-paper rendering primitives

Reports render through a fixed set of primitives (masthead, executive summary, section bands, recommendations, pull quotes, sources, footer), so structure is consistent across 25+ report types.

3
Charts that print the number

Visuals are data-label-first on white, and every number on a chart also appears in the narrative, so a reader never has to squint at a bar to get the figure.

4
A reviewable gallery

Every report renderer is registered in an internal white-paper gallery, so the standard stays reviewable and a change is caught before it ships to a customer.

5
Demo and sample data held to the bar

Seeded reports are hand-curated to the same standard and updated whenever the metrics change, so a placeholder is never a customer’s first impression.

A report running full-screen in theatre mode with live numbers pinned
Theatre mode: run the report full-screen, one section at a time, numbers pinned.
A negotiation dossier assembling benchmark, asks, brief, and walk-away as PDFs
The dossier: one upload assembles the whole package, each part its own PDF.
Time back

The board paper, written and formatted, not started from a blank page.

Turning a benchmark into something a CFO reads used to mean an analyst writing the narrative and someone rebuilding it in slides the night before. The report comes written to standard, and the deck and the Word doc match it.

Estimate your own hours →
0
decks rebuilt to match the report
One click
to Word, PowerPoint, or PDF
Reused
last quarter’s brief as this quarter’s template
Why nothing else does this

Written to be forwarded, not exported to be redone.

BI tools and generic AI both stop at the chart or the paragraph. This holds a senior-analyst bar end to end.

BI and dashboard tools
A chart is not a recommendation

A dashboard shows the number. It does not interpret it, say what to do first, or render as a document a CFO forwards. The report does all three.

General AI writing
Fluent, ungrounded, unformatted

A generic model writes confident prose with no citation and no house style. Every figure here traces to your data, passes a QA gate, and renders to one executive-brief standard.

Analyst firm deliverables
A fee and a wait per report

A consultancy writes one report for one fee. Here the same analyst-grade output is on demand across 25+ types, grounded in your own data, and reusable as a template.

What it is worth

Business value, and the operational value under it.

One line for the board paper, and the day to day the team actually feels.

Business value
  • Outputs that survive contact with the board, because they read like a senior analyst wrote them.
  • A consistent, on-brand voice on every deliverable a customer or executive sees.
  • Trust in the numbers: grounded, citation-tagged, and QA-gated before anyone reads them.
  • A negotiation dossier assembled from one upload, each part a standalone PDF you can hand over.
Operational value
  • The narrative written to standard, not started from a blank page.
  • Word, PowerPoint, and PDF exports that match the on-screen report exactly.
  • A library of 25+ report types with custom templates, so last quarter’s brief is this quarter’s starting point.
  • Theatre mode to present the report from the platform itself, no deck rebuilt.

Hand over a brief, not a screenshot.

Analyst-grade, grounded, and on-brand every time.

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