Institutional-Quality Content, Compliance-First
Market commentary, white papers, quarterly letter narratives, and thought leadership. Every piece passes through SEC Marketing Rule review and human approval before it reaches an LP or goes public.
5-Stage Compliance-First Content Pipeline
Research informs. Compliance gates. Humans approve.
Four specialized agents — Investment Research Writer, LinkedIn & Thought Leadership, Content Guardian, and Compliance Review — produce institutional-quality content with SEC Marketing Rule compliance built into every stage. Not bolted on at the end.
Research & Data Gathering
Ingests FOMC statements, FRED economic data, and investment research through dedicated RAG pipelines. Monitors macro indicators, credit spreads, earnings data, and sector-level developments. Proof points sourced from institutional research, government data, and verified market sources.
Draft Generation
Produces market commentary, white papers, quarterly letter narratives, and investor-facing research. Writes in the GP's voice with institutional tone calibration. Sources every claim to verified data. Handles performance contextualization without making forward-looking promises.
Style & Voice Review
Enforces the firm's style guide and brand voice across all content. Validates institutional tone, eliminates informal language, ensures consistency across quarterly letters, market commentary, and thought leadership. Flags deviations before compliance review.
Compliance Review
SEC Marketing Rule gate on all content. Validates disclaimers, checks performance claims against source data, flags testimonial and endorsement issues, verifies fair and balanced presentation, and confirms recordkeeping requirements are met. Nothing proceeds without compliance clearance.
Distribution
Approved content distributed through LinkedIn (GP persona posts), LP communications, and firm website. Content repurposed across channels while maintaining compliance. Thought leadership positioned as an LP acquisition channel.
Content Audit and Compliance Review
Review existing content for compliance gaps and institutional quality.
Scans published content across your website, LinkedIn, and LP communications. Identifies Marketing Rule compliance gaps, stale disclaimers, and unsubstantiated performance claims. Prioritizes fixes by regulatory risk.
Content Inventory
Catalogs all published content: website pages, blog posts, LP letters, LinkedIn posts, and marketing materials.
Compliance Scan
Agent 14 reviews each piece for SEC Marketing Rule compliance: disclaimers, performance claims, testimonials, fair balance.
Risk Prioritization
Content ranked by regulatory risk. Items with unsubstantiated performance claims or missing disclaimers flagged as critical.
Fix Proposals
Per-item compliance issues, suggested fixes, and updated disclaimers. Human approval required on every change.
Institutional Quality Review
Agent 17 reviews tone and voice consistency. Ensures all public-facing content meets institutional standards.
Audit Documentation
Complete audit trail of what was reviewed, what was changed, and who approved it. Ready for regulatory examination.
Content Quality Methodology
Measured against the dimensions that matter for institutional asset managers.
Compliance
Agent 14: SEC Marketing Rule AnalysisDisclaimer presence and accuracy, performance claim validation, testimonial and endorsement compliance, fair and balanced presentation, recordkeeping requirements.
Institutional Quality
Agent 17: Content Guardian ReviewInstitutional tone and voice, data-driven arguments, source attribution, professional presentation, consistency with firm brand.
Thought Leadership
Agent 15: Research Depth AnalysisOriginal insight beyond consensus, macro contextualization, forward-looking perspective (without predictions), differentiated viewpoint, LP engagement value.
LP Engagement
Distribution Performance TrackingContent readability, clarity of investment thesis, actionable takeaways for LPs, shareability on LinkedIn, conversion potential for prospective investors.
Composite = Compliance x 0.4 + Institutional Quality x 0.3 + Thought Leadership x 0.2 + LP Engagement x 0.1
Agent Routing
Specialized agents for every stage of content production.
| Task | Model | Tier | Cost |
|---|---|---|---|
| Market Research & Data Gathering | Agent 15: Investment Research Writer | Research | Automated |
| Market Commentary & White Papers | Agent 15: Investment Research Writer | Creation | High Quality |
| Quarterly Letter Narratives | Agent 15: Investment Research Writer | Creation | High Quality |
| LinkedIn & Thought Leadership | Agent 16: LinkedIn & Thought Leadership | Distribution | Repurposed |
| Style & Voice Enforcement | Agent 17: Content Guardian | Quality | Automated |
| SEC Marketing Rule Review | Agent 14: Compliance Review | Compliance | Required |
Distribution Channels
Publish to your firm's website, LinkedIn, and LP communication systems. Compliance-approved content only.
Firm Website
Market commentary, white papers, and thought leadership published to your website CMS. Compliance-approved with proper disclaimers.
GP persona posts and firm page content. Agent 16 adapts anchor content for LinkedIn format while maintaining institutional tone and compliance.
LP Communications
Quarterly letter narratives, investor updates, and capital call communications distributed through your existing LP communication infrastructure.
Content Dashboard
Content pipeline visibility, compliance status, and publication tracking.
Pipeline Status
Real-time view of all content in progress: research, drafting, style review, compliance review, and pending human approval.
Compliance Log
Complete audit trail of compliance reviews. Which agent reviewed, what was flagged, what was approved, and the compliance status of every published piece.
Distribution Tracking
Publication status across all channels: website, LinkedIn, and LP communications. Content performance and engagement metrics.
Content & Compliance Reports
Structured reports for internal review and regulatory documentation.
Content Production Report
Content published, compliance scores, distribution channels, engagement metrics, and pipeline status across all four agents.
Compliance Audit Report
Complete record of all compliance reviews: Marketing Rule checks, disclaimer validations, performance claim verifications, and approval chain documentation. Ready for SEC examination.
See the Content Engine Running Live
Research pipeline, compliance gates, and thought leadership distribution demonstrated live. Real market commentary. Real compliance review. Real institutional content.
Everything on this page is running in production today.