VoXorian
The core product

From RFP to a full first draft
in one click.

Drop in the RFP, questionnaire, or FOA. VoXorian extracts every requirement into a structured outline, shreds Section L/M into a compliance matrix, and drafts the whole proposal — section by section, with citations and human checkpoints.

Bring a real RFP. We'll show you the outline, the matrix, and a first full draft.

From RFP to first draft in three steps

No blank document, no manual outline-building. The structure comes straight out of the solicitation.

01
Upload the solicitation

Drop in the RFP, questionnaire, or FOA as Excel, Word, or PDF. The system auto-extracts every question and requirement into a structured outline — sections, subsections, and entries.

02
Shred for compliance

An AI compliance shred breaks Section L/M down into an atomic requirements and compliance matrix, so nothing in the instructions or evaluation criteria slips through.

03
Draft in one click

Run a drafting engine and get a full first draft — seeded with your capture brief, grounded in your library, and ready for human review section by section.

Two one-click drafting engines

Pick the engine that fits the work — an agent crew for full narrative proposals, or a deterministic retrieval pass for structured questionnaires.

Draft the whole proposal

An agent crew

A proposal manager spawns a section writer per requirement in parallel, then runs a compliance pass and a cross-model judge — pausing at human checkpoints so you stay in control of the narrative.

  • Parallel section writers, one per requirement
  • Automated compliance pass against the matrix
  • Cross-model judge for a second opinion
  • Human checkpoints between stages
Run automated answers

A deterministic retrieval pass

For questionnaires and structured Q&A, a deterministic retrieval pass works your library answer by answer — returning citations and a per-answer confidence score so reviewers know exactly what to check.

  • Retrieval grounded in your knowledge library
  • Citations on every answer
  • Per-answer confidence scoring
  • Repeatable, deterministic output

Everything the draft needs to be right

Structure, compliance, and review built into the workflow — not bolted on after the fact.

Auto-extracted outline

Excel, Word, or PDF in — a structured outline of sections, subsections, and entries out. Every question and requirement captured.

Compliance matrix

An AI shred of Section L/M into an atomic requirements and compliance matrix, so you can prove coverage line by line.

Capture-brief-seeded drafts

Drafts carry the capture brief from the pursuit — win themes, incumbent, discriminators — so writing isn't blind.

Section ownership

Assign owners per section and track the work through a project queue, so the right person reviews the right content.

Human review & accept

Every draft is reviewed and accepted by a human before it counts. The AI proposes; your team decides.

Export & packaging

Export and package the finished proposal with the right government forms attached, ready to submit.

What feeds the draft

The drafting engines don't write from nothing. They pull from everything you've already built across the platform.

See your next proposal drafted in one click

Bring a real RFP. We'll shred it, build the matrix, and show you a first full draft end to end.