Audit-ready documents with citations—in minutes, not days.
Assembly Document Generation creates template-based, audit-ready reports and documents from your inputs and evidence. Every statement cites its source. Built for review, edit, and approve workflows. No more manual compilation or missing citations.
Document Generation — In Action
See Assembly Document Generation at work
Reports that should be straightforward take days. You pull from 15 spreadsheets, 5 systems, and a stack of PDFs. Citations are missing. Auditors ask "where did that come from?"—and you're scrambling.
Manual compilation hell
Quarterly compliance report. 15 Excel files, 100+ pages. You copy-paste, reconcile, format. One typo and you're redoing a section.
Cost
4–20 hours per report; errors; missed deadlines.
Fix
Template-based generation from your inputs and evidence. Minutes, not days.
Citations that don't exist
You wrote the narrative. Auditor asks: "Cite the source for this statement." You dig. You guess. Sometimes you can't find it.
Cost
Audit findings; rework; compliance risk.
Fix
Every statement cites its source. Full provenance. Audit-ready by default.
Inconsistent output
Different analysts, different formats. One uses the old template. Another skips a section. Quality varies.
Cost
Inconsistent deliverables; rework; stakeholder confusion.
Fix
Approved templates. Consistent structure. Same quality every time.
Scale = more people
30 vendor risk assessments due. Each takes a day. You need more analysts—or you ship late.
Cost
Bottlenecks; headcount; delayed decisions.
Fix
Generate drafts at scale. Humans review and approve. Same quality, 10x throughput.
Why teams use Assembly Document Generation
Template-based
Use approved templates. Consistent structure, tone, and format every time.
Full citations
Every statement cites its source. Page references. Audit-ready.
Evidence-driven
Pull from Search results, case facts, approved inputs. No hallucination.
Human-in-the-loop
Generate draft → human reviews → approve or edit. You stay in control.
Multi-format
PDF, Word, HTML. Export for submission or distribution.
80–95% time reduction
4–20 hours → minutes. Typical customer outcome.
One agent. Many use cases.
Compliance Testing Reports
What you do: Input test results and evidence; use approved template.
Outcome: Control effectiveness report with citations.
Vendor Risk Assessment
What you do: Input vendor data, compliance checks, BCP review.
Outcome: Vendor risk report with cited evidence.
Investigation Narratives
What you do: Input case facts, Search results; use template.
Outcome: Summary, narrative, recommendation with citations.
SAR Narrative (FinCEN)
What you do: Input case entity, facts, amounts; use approved template.
Outcome: Draft SAR narrative in FinCEN format.
Proposals / SOW Drafts
What you do: Input client info, scope, terms; use template.
Outcome: First draft ready for edit and approval.
Gap Analysis Reports
What you do: Input policy, framework, evidence; use template.
Outcome: Gap analysis with cited gaps and recommendations.
Credit Review Presentations
What you do: Input data from SQL, Tableau, Excel, CRM.
Outcome: Board-ready presentation with citations.
Campaign Performance Reports
What you do: Input data from 5+ platforms (Google, Meta, etc.).
Outcome: Client-ready report with insights and recommendations.
How it works
Choose template
Select approved template (compliance, vendor risk, investigation, etc.).
Add inputs
Provide case facts, evidence, Search results, or structured data.
Generate
Agent produces draft with citations. Review in human-in-the-loop UI.
Review, edit, approve
Make changes if needed. Approve and export.
Step-by-step Setup
Get started with Assembly Document Generation in minutes
See it in action
Template selection
Choose from approved templates for your document type.
Input form
Provide case facts, evidence, and structured data.
Draft with citations
AI-generated draft with source citations for every statement.
Review/approve UI
Human review, edit, and approval workflow.
Built for compliance, risk, legal, and operations teams.
Compliance teams generate control reports and vendor assessments. Risk teams produce investigation narratives and SAR drafts. Legal generates matter reports and contract summaries. Operations creates proposals and SOWs. All with citations and audit trail.
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Simple pricing
Single Agent (Document Generation)
$79/user/month
- $10 credits per month included
- Template-based generation with citations
- 14-day free trial
Credits apply per generated document (based on size). Need Search or other agents? See the full platform ($149/user).
Frequently asked questions
Everything you need to know about this product.