QUILL

Quill

ConceptRisk 29

Contract delta detection for vendor MSAs. Reads the incoming redline against the company’s playbook and returns a one-page exception brief, not a markup.

Year-1 ARR

$410k

TAM

$1.7B

Daily yield

Not live

Market

Ops and procurement teams at 100–800 person companies who currently wait three days on outside counsel for paper they already know.

Architecture

Word add-in, private playbook store, exception brief with citations back to clause IDs. Positioned as a clerk, never as counsel.

Execution

Architect is drafting the add-in shell. Counsel will not greenlight language until the disclaimer set is locked.

Stress-test

Playbook quality, not model quality, is the bottleneck.
Unauthorized practice of law risk if the brief is phrased as advice.
Microsoft Word add-in is the distribution; a web app will not get budget.

Gates

UPL / attorney advertisingHold
Confidentiality (MSA)Pass
SOC 2 Type IHold

Risk vector

Market

Ops

Legal

Counterparty

Concentration

Liquidity