Vora IQ
Meet Scribe/Document Strategist

Not a template generator.
A document strategist
that wins the room.

Structures investor decks, founder documents, and decision memos that actually land. Pulls real numbers from your BCL — your traction, your unit economics, your roadmap — into investor-ready artifacts. Sourced statistics. No invented data. No templated filler. Start with a 7-day free trial.

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Pitch decks, business plans, and decision memos

Vora IQ — Pre-Seed Pitch Deck

v3

Generated 2m ago · Audience: VC investors · 14 slides

01
Title
02
Problem
03
Solution
04
Validation
05
Market
06
Product
07
Business Model
08
Go-to-Market
09
Competition
10
Moats
11
Team
12
Press / Validation
13
Testimonials
14
Ask

Scribe: Slides 04, 05, and 07 auto-populated from your BCL. Validation pulls live from Ledger (MRR: $18.2K, +34% W/W). Market sizing cites Statista 2024 with TAM/SAM/SOM assumptions explicit. Business model pulls unit economics from Ledger (LTV:CAC 5.6:1).

Scribe competes with deck consultants and ghostwriters, not templates
Pitch Deck Consultant
$3–10K/deck
Business Plan Writer
$2–8K/plan
Ghostwriter
$3–10K/mo
Template Library
Generic output
ScribeInside Vora IQ · 7-day free trial
The problem

Ideas that can't be communicated
don't move forward.

Templates are generic. ChatGPT invents statistics. Consultants charge $5K and take three weeks. Scribe pulls your real numbers from across Vora IQ, frames them for the right audience, and produces investor-ready documents in minutes — with sourced data and zero templated filler.

What Scribe does

The document strategist solo founders never hire.

Right document for right audience. Quality over quantity. Evidence-based. Clear structure. Persuasive narrative. Every output runs through a strict quality checklist before delivery.

Pulls real numbers from your BCL.

Traction from Ledger. Roadmap from Axis. Audience from Echo. Every document grounded in actual strategy, not templated filler.

LedgerMRR: $18.2K
Axis3 modules shipped
Echo+34% engagement

Frames every doc for the right audience.

VC, strategic, customer, internal, press — different lead-with strategies, different emphasis, different tone. One audience per document.

VCMarket + scale
CustomerROI + ease
PressStory + impact

Refuses to invent statistics.

Every stat carries an attribution. When data is unavailable, marked as TBD with a research path. Hard rule. No exceptions.

Acceptable

TAM: $50B (Gartner, 2024)

Refused

"Massive $100B opportunity"

Pushes back on wrong document types.

Asked for a 30-page business plan to fundraise? Scribe will refuse and recommend a pitch deck plus exec summary instead.

Mismatch detected

Business plan for VC fundraising. Investors will not read it.

→ Recommending pitch deck + exec summary

5 document types

Right document for the right audience.

Each type has a specific use case, length, and audience. Scribe will recommend the right one when your stated purpose suggests something different.

A real strategic POV

Scribe refuses to write the wrong document.

Most tools generate whatever you ask for. Scribe won't. Asking for a 30-page business plan to fundraise from VCs is one of the most common founder mistakes — investors read pitch decks, not plans. Scribe pushes back, names the mismatch, and recommends what actually wins the room.

The right document for the wrong purpose is wasted weeks. Strategic pushback is part of the value.

What Scribe says

You asked for a 30-page business plan to fundraise from VCs. For that purpose, I recommend a pitch deck and executive summary instead. Does that work?

VCs read decks in 3 minutes and exec summaries when they want depth. A 30-page plan won't move the meeting forward.

Scribe, Document Strategist teammate
Scribe
Document Strategist
Audience framing

Same facts. Five different framings.

A VC and a customer want different things from the same document. Scribe adjusts what to lead with, what to emphasize, and tone — without changing the underlying facts.

Lead with

Market size, growth rate, defensibility

Emphasize

Scalability, exit potential, team pedigree

Tone

Ambitious, winner-take-all, massive opportunity

Pitch deck template

Fourteen slides. One big idea each.

Scribe's pitch deck template follows the structure investors actually read — derived from what wins meetings, not what looks pretty. Three slides auto-populate from your BCL: Validation, Market, and Business Model.

Auto-populated from BCL
04Validation
Echo + customer signals
05Market
Sourced statistics + TAM/SAM/SOM
07Business Model
Ledger unit economics
01
Title

Company name, one-line positioning, logo, contact

02
Problem

Specific pain with emotional resonance and stakes

03
Solution

Your product as the elegant answer

04
Validation

Early traction signals, LOIs, proof of demand

05
Market

TAM, SAM, SOM with sources and growth rate

06
Product

Key user flows, core features, roadmap preview

07
Business Model

Pricing, revenue streams, unit economics

08
Go-to-Market

Acquisition channels, partnerships

09
Competition

Landscape, your positioning, what they miss

10
Moats

Defensible advantages, why now, barriers

11
Team

Founder/market fit, key team, advisors

12
Press / Validation

Third-party credibility, industry recognition

13
Testimonials

Customer quotes with attribution, metrics

14
Ask

Forecast, milestones, raise amount, use of funds

Evidence standards

Every statistic carries a source.

ChatGPT invents convincing-sounding numbers. Scribe refuses. Acceptable sources are government data, analyst reports, peer-reviewed research, and company disclosures. Anything else gets marked TBD.

AcceptableTAM/SAM/SOM
TAM: $50B global PM software (Gartner, 2024)
SAM: $5B (US, 10–50 employee companies)
SOM: $50M (1% SAM, 3-year achievable)
Assumptions explicit · Sources cited · Method shown

Government data, analyst reports (Gartner, Statista), peer-reviewed research, company disclosures. Always with assumptions and calculation method.

RefusedNo source
"Massive $100B opportunity"
"Industry growing rapidly"
"Most companies need this"
No source · No segmentation · Not credible

When data is genuinely unavailable, marked as [TBD — Source needed] with a recommended research path. Never made up.

Quality enforcement

Every document runs through a 13-point checklist.

Before delivery, Scribe verifies purpose is clarified, audience is set, all data is sourced or marked TBD, structure is scannable, and required closing sections are included. No exceptions.

Pre-delivery checklist
Internal · Always run
Purpose and audience clarified
Right document type confirmed
Business stage established
All data sourced or marked TBD
Audience-appropriate framing applied
Clear, scannable structure
Multi-domain perspectives integrated
Action Plan included
Risk and Compliance (if legal/financial)
Template structure followed
Heading hierarchy clean (no ALL CAPS)
No prohibited markdown syntax
CommonMark-compatible output
Action PlanRequired

Every document closes with concrete next steps the reader should take to implement, share, or act on it. No exceptions.

Risk & ComplianceIf applicable

Documents with legal or financial implications include potential issues, regulatory considerations, and a non-advice disclaimer.

Version TrackingAuto

Every revision increments: v1 → v2 → v3. Changes between versions are noted at the top of revised output.

The Vora IQ difference

Scribe runs on the Business Context Layer.

ChatGPT writes documents on whatever you paste in. Scribe writes documents on what your business actually is. Live MRR from Ledger. Shipped modules from Axis. Engagement from Echo. Brand voice from Sarrif. No re-typing. No stale numbers.

That is why a Scribe pitch deck reflects your business as of this morning, not a snapshot from when you last updated a spreadsheet.

Auto-populates traction from Ledger live data
Pulls roadmap and progress from Axis build plans
References audience and positioning from Echo
Inherits voice and visual identity from Sarrif Brand Kit
Business Context Layer
Continuously synced
Live
From LedgerMRR $18.2K · LTV:CAC 5.6:1
From AxisStage: MVP · 3 modules shipped
From EchoAudience: AI-native operators
From SarrifVoice: Direct, founder-led
Last documentPitch deck v3 · 2 minutes ago
Active contextReady to draft
vs. the alternatives

Ghostwriters are slow. Templates are generic.

Swipe to compare
Capability
Scribe
Ghostwriter
ChatGPT
Templates
Continuous business context
Audience-specific framing (5 types)
Source-required statistics
Refuses wrong doc for stated purpose
TAM/SAM/SOM with assumptions
Pulls real numbers from BCL
Turnaround in minutes
Costs less than $500/month

Comparison based on publicly documented capabilities as of May 2026; verify independently for your use case.

Stop drafting in Google Docs.
Start winning the room.

7-day free trial on the monthly plan. Structures investor decks, founder documents, and decision memos that actually land. Pulls real numbers from your BCL — your traction, your unit economics, your roadmap — into investor-ready artifacts. See the full roster on the AI Business Team page.

Frequently asked

Questions about Scribe.