Case study · Orchestration iQ

The proposal that reused itself

An RFP answer assembled from the firm's three best past proposals — structure in minutes, review instead of rebuilding.

Problem statement

The winning content existed — starting from zero was faster than finding it.

A solutioning team answered RFPs under deadline every month. The winning content existed — in last year's proposals, somewhere in SharePoint — but finding the right slides took longer than rewriting them. So every proposal started from a blank deck, at 6–16 hours each, with the firm's best thinking left unused in the archive.

Business objective

Reuse the wins

New proposals built from the firm's proven, winning content.

Deadline-proof

Structure and assembly in minutes, leaving time for the thinking.

On-brand always

Every slide in the firm's template — no Frankenstein decks.

Our solution

Orchestration iQ over the firm's own proposal repository.

(In development — this scenario is the design target validated with the business case.)

◆The prompt describes the client, the ask and the story.

◆The engine drafts the structure and pulls the best-matching slides from the repository.

◆Generation fills only what does not exist yet.

◆Brand normalization lands everything on-template.

Results & impact

Before

Blank-deck culture

Еvery RFP started from zero, under deadline.

6–16 hours of mechanics

Hunting, copying and re-formatting instead of thinking.

Wins locked away

The company's best proposals unused in the archive.

After

Structure in ~20 minutes

The story drafted and assembled from proven content.

Proven content first

Best-matching slides pulled from the repository; generation fills only the rest.

Judgment over mechanics

Reviewer time spent on the win themes, not the formatting.