26 Specialized Agents. One Unified Team for Your Firm.
Twenty-six AI agents organized across nine functional teams — Infrastructure, Leadership, Fund Operations, Investor Relations, Compliance, Research, Analytics, Creative, and Specialists — each owning a dedicated role and Slack channel. They research, draft, monitor, report, and coordinate around the clock. No agent sends an LP-facing communication without your approval.
The Operational Tax on Growing Asset Managers
AUM growth should mean better returns. Instead, it means quarterly letters that take weeks, LP requests buried in email, compliance reviews bottlenecking every deliverable, and the managing partner doing work that should be handled by a team of six.
Quarterly Letters Take Weeks
Performance data, narrative drafts, compliance review, design formatting, and LP distribution. Every quarter, the same multi-week grind.
LP Requests Fall Through Cracks
Capital call notices, distribution memos, K-1 requests, and ad hoc data room inquiries pile up faster than your IR team can process them.
Institutional Knowledge Is Trapped
Investment theses, deal memos, LP preferences, and fund terms live in scattered documents and individual memory. New team members take months to get up to speed.
The Managing Partner Is the Bottleneck
Partners spend hours daily on email triage, meeting follow-ups, and operational oversight instead of sourcing deals and managing LP relationships.
Fundraising Research Never Gets Done
Identifying target LPs, building investor profiles, tracking allocation trends, and preparing meeting materials means toggling between databases and days of repetitive work.
Performance Reporting Is Reactive
IRR calculations, attribution analysis, and benchmark comparisons are compiled manually and often arrive too late to inform investment decisions.
Compliance Review Bottlenecks Everything
Every LP communication, pitch book, and marketing material needs regulatory review. The compliance queue delays fundraising and investor relations.
Thought Leadership Never Gets Published
Market commentary, investment insights, and LP-facing content are planned but never written. LinkedIn goes silent between fundraises.
AssetBoxx addresses all of them — one unified platform, 26 specialized agents.
A Coordinated System,
Not a Collection of Chatbots
Each agent owns a specific domain across nine functional teams. The Orchestrator routes and coordinates. Here is how a quarterly letter flows from data to LP delivery.
Pulls fund performance data, calculates IRR/MOIC/TVPI, generates attribution analysis, and compiles benchmark comparisons into a structured performance package.
Takes the performance package and drafts the quarterly letter narrative: market commentary, portfolio updates, outlook section, and key highlights. Written in the firm's voice.
Reviews the draft for LP-appropriate tone, ensures all required disclosures are present, formats for different LP segments (institutional, family office, HNW), and prepares distribution lists.
Automated brand compliance review: checks firm voice consistency, verifies data accuracy against source, flags any forward-looking statements or performance claims needing disclaimers.
Full regulatory compliance scan: SEC marketing rule alignment, performance presentation standards, required disclaimers, and risk factor completeness. Three-tier risk scoring with approval gates.
Formats the approved letter into the firm's branded template: charts, tables, cover page, and LP-ready PDF. Generates data visualizations for key performance metrics.
Extracts key themes from the quarterly letter and generates LinkedIn posts, market commentary snippets, and thought leadership content for partner profiles. All content requires approval.
One Conversation. Every Answer.
Every request flows through the Orchestrator. Type a message in Slack and it routes to the right agent, assembles the answer, and brings it back. Multi-system questions get coordinated across agents into a single response.
It also runs scheduled jobs: knowledge syncs, briefings, performance summaries, and infrastructure maintenance. It monitors every agent and alerts you if something goes down.
What it replaces
The mental overhead of checking your portfolio system, then your inbox, then your CRM, then your data room. One question in Slack, one answer.
Intelligent Routing
Routes Slack messages to the correct specialist agent based on content analysis
Cross-Agent Queries
Handles questions spanning multiple agents and assembles unified responses
Scheduled Jobs
Knowledge syncs, LP briefings, performance summaries, and maintenance on autopilot
Health Monitoring
Watches all 26 running agents and alerts on failures
What's our SLA status on Acme Corp and did we log time on their project yesterday?
14,700+ Knowledge Chunks. One Slack Message Away.
Critical knowledge is always locked in someone's head or buried in deal files. The Knowledge Base Agent connects every platform your firm uses and makes it all searchable through plain-English questions in Slack.
It indexes fund documents, offering memoranda, LP agreements, deal memos, meeting transcripts, market research, and compliance libraries across 13 RAG collections. It also watches Slack for questions unanswered after six hours and proactively posts sourced answers.
What it replaces
The 'Do we have a precedent for this LP side letter term?' interruptions that hit your senior team daily. The 20-minute searches through data rooms. The institutional knowledge gaps that grow when partners leave.
13 RAG Collections
Fund docs, deal memos, LP agreements, offering memoranda, market research, compliance libraries, and more.
Proactive Answers
Monitors Slack for unanswered questions after 6 hours and posts sourced responses.
Privacy Guardrails
Blocks compensation/HR queries, restricts LP-specific data by role, enforces information barriers between funds.
Sourced Attribution
Every answer includes the specific document and section where the information came from.
Highest-impact agent in the system. 2 to 3 hours saved per day for the managing partner.
Inbox, Calendar, Follow-Ups, and Briefings. Handled.
The agent managing partners feel most immediately. It manages the executive inbox, drafts replies in your voice, surfaces meeting follow-ups, tracks decisions, and delivers structured daily briefings covering fund operations, LP communications, and deal pipeline activity.
Polls your inbox every 2.5 minutes. Each email runs through multi-stage classification: fund communications, LP requests, deal flow, service provider, and system email detection. Real emails get draft replies in your writing style.
Voice modes cover LP correspondence, co-investor communications, service provider management, deal-related discussions, and internal team communication. Every draft appears in Slack with Approve, Edit, Redraft, Skip, and Archive buttons. Nothing sends without your tap.
Continuous
Inbox monitoring
5
Voice modes
What it replaces
1 to 2 hours of daily email triage. 30 to 45 minutes of meeting follow-up. 15 to 30 minutes checking unanswered Slack threads.
What it does not do: it never sends an email, creates a calendar event, or posts an external message without explicit human approval via Slack buttons.
Draft Reply
To: sarah@client.com
Client: ACM-2024
Subject: RE: Q2 Deliverables
Hi Sarah, thanks for the timeline update. We have reviewed the revised schedule and the adjusted dates work for our team. We will have the landing pages ready by March 28 as discussed.
Human approval required
Every LP Request. Every Response Window. Nothing Missed.
The difference between 'we think we are responsive to LPs' and 'we know we are.' Monitors LP inboxes, tracks response times, drafts context-aware replies to investor inquiries, and delivers daily triage reports covering capital calls, distributions, reporting requests, and ad hoc questions.
Monitors all LP communication channels continuously. Classifies incoming requests by type: capital call questions, distribution inquiries, K-1 requests, performance data, side letter terms, co-investment interest, and general correspondence.
Priority scoring ensures time-sensitive requests surface immediately. Periodic digest reports post to Slack with per-LP breakdowns.
What it replaces
Manual scanning of LP inboxes each morning. The anxiety of wondering whether an institutional LP's request fell through the cracks.
Even one prevented delayed response to a major LP per quarter justifies the entire agent. A single missed institutional LP request can jeopardize a re-up commitment.
SLA Response Timeline
SLA met with 1h 48m to spare.
Runs structured logic across fund operations workflows. Minimal AI model costs.
Capital Calls. Distributions. NAV Calculations. Tracked.
Fund operations involve dozens of recurring workflows that need monitoring, deadlines that need tracking, and processes that need consistency. This agent handles operational oversight across your fund structure.
Deadline Monitoring
Tracks all operational deadlines: capital call notices, distribution timelines, filing dates, LP reporting windows, and audit schedules. Sends alerts at configurable intervals before each deadline.
Process Compliance
Monitors operational workflows for completeness: NAV calculations, waterfall distributions, management fee computations, and expense allocations. Flags deviations from standard procedures.
Vendor Coordination
Tracks fund administrator deliverables, audit timelines, legal review status, and third-party service provider milestones. Posts status summaries to Slack.
Daily Operations Briefing
Morning summary of operational status: pending items, approaching deadlines, outstanding LP requests, and fund administration updates.
What it replaces
The operations analyst spending hours daily checking spreadsheets, chasing vendors, and manually tracking deadline compliance across multiple funds.
Time Compliance
Region: North AmericaLast updated: 8:30 AM EST
Your Fundraising Pipeline, Systematized.
Handles the research work that would otherwise require a dedicated BD associate: identifying target LPs, building institutional investor profiles, tracking allocation trends, and organizing everything for fundraising meetings.
Runs as a background service with Slack progress reports. Preps the team with pre-meeting intelligence pulled from CRM data, LP profiles, and meeting history.
LP Prospecting
Target institutional investors identified from configurable criteria: AUM, allocation strategy, geographic focus, and sector preferences.
Investor Profiling
Builds comprehensive LP profiles: commitment history, allocation trends, board seats, co-investment preferences, and key decision-makers.
Pre-Meeting Intel
LP intelligence briefings before meetings: institutional context, recent allocations, portfolio construction preferences, and relationship history.
Pipeline Tracking
Fundraising pipeline management with stage tracking, follow-up scheduling, and conversion analytics.
What it replaces
A BD associate spending 10 to 15 hours per week on manual research across databases, LinkedIn, public filings, and your CRM.
Enrichment Pipeline
7,300+
Companies
2,880+
Contacts Found
397
Emails Validated
310
Valid (78%)
Identified
Decision-Makers
Always Watching. Always Protecting LP Data.
Monitors everything continuously: file permissions, access logs, data integrity, configuration compliance, and potential threats. Asset managers handle sensitive LP data and trade secrets — security is not optional.
When it finds an issue, it fixes automatically when safe to do so. An AI diagnostics pipeline handles novel issues. A comprehensive deep audit runs weekly.
Continuous Monitoring
Permissions, access logs, data integrity, configuration compliance, and threat intelligence checked every 120 seconds.
Auto-Remediation
Automatically fixes issues when safe: permissions, configurations, access controls. Safety-gated execution prevents risky changes.
AI Diagnostics
Novel issues run through an AI pipeline: triage, diagnose, validate, and fix with safety gates at every step.
Weekly Deep Audit
Comprehensive audit covering data access patterns, LP data protection, threat intelligence, and correlation analysis.
What it replaces
The security and data protection work that never gets done: access audits, permission reviews, and infrastructure monitoring for firms handling sensitive LP information.
Security Check Status
Cycle: 120sThe Agent That Keeps Everything Else Running.
Scheduled upkeep tasks running on a continuous cycle: log management, credential rotation checks, dependency updates, documentation syncs, cost monitoring, and more.
When something fails, an AI diagnostics pipeline analyzes the root cause and either applies a fix automatically or escalates with a detailed diagnosis. Learned fixes ensure the same issue never requires investigation twice.
Scheduled Maintenance
Data hygiene, credential rotation checks, cost monitoring, log management, performance analysis, and system health
AI Self-Healing
Diagnoses failures, applies fixes, and tracks learned solutions so the same issue never needs investigation twice
Auto-Updated Docs
Automatically updates documentation when configurations change. No more stale runbooks.
Proactive Analysis
System quality checks, incident pattern detection, performance monitoring, and automation opportunities
What it replaces
The maintenance that accumulates silently: growing logs, expiring credentials, stale docs, and the slow degradation that causes outages.
Upkeep Tasks
Cycle: 15 minHot Feature
From Keyword Research to Published Post. Fully Scored.
A 6-stage generation pipeline, 4-dimension scoring system, and content audit engine that turns existing posts into optimized, measurably better content. Every publish requires your approval.
From Market Data to Published Insight. Scored, Reviewed, Approved.
Drafts investment research, market commentary, portfolio company updates, white papers, and thought leadership content. Written in the firm's voice with institutional-grade quality standards.
Every piece requires explicit human approval via Slack before publication. Content is stored in the knowledge base for cross-referencing in future communications.
Market Commentary
Regular market updates combining macro analysis, sector trends, and portfolio implications.
Research Papers
Long-form investment research with data analysis, thesis argumentation, and sourced citations.
Portfolio Company Updates
Structured updates on portfolio companies: performance metrics, strategic developments, and value creation progress.
Quarterly Narratives
Transforms performance data into compelling quarterly letter narratives with market context and forward outlook.
What it replaces
The investment writing that takes days to research, draft, and finalize. The thought leadership that never gets published.
Content Pipeline
Transcript Triage
Meeting scanned
Topic Extraction
3 ideas identified
Draft Generation
Blog post drafted
Voice Matching
Brand voice applied
Human Review
Awaiting approval
Publication
Queued
Pending Approval
The Agents Behind the Agents
Two infrastructure layers keep the entire system running.
Critical Alert System
Shared layer that surfaces critical issues to a dedicated alert channel. LP response delays, compliance deadlines, fund operation anomalies, and service crashes reach the right people immediately.
- LP response windows approaching critical thresholds
- Compliance deadlines at risk of being missed
- Fund operation anomalies detected
- Service crashes across any background process
- 30-minute deduplication prevents alert fatigue
- Graceful fallback: services continue normally if the alert system is unavailable
Prevents the most expensive kind of fund management failure: the one nobody noticed until an LP or regulator flagged it.
Service Watchdog
Checks all services every 60 seconds, auto-restarts crashes, and posts failure/recovery alerts.
- Auto-restarts failed services without human intervention
- Threaded alerts: failure and recovery reply to the same thread
- Critical escalation for gateway outages or multiple simultaneous failures
Most failures resolve in under 60 seconds with zero human involvement.
Addressing the Elephant in the Room
Is Giving AI Access to My Systems Safe?
Our Governance & Safety deep dive covers how Structured Agents use deterministic code for 70% of all operations, require human approval on every client-facing action, and enforce consistent governance policies across every agent.
Agents That Think Ahead
Agents don't just execute tasks. They analyze operational data, identify patterns, and propose new capabilities you haven't thought of yet.
Early Warning: Budget Overruns Linked to Missing Time Entries
I noticed that tasks going over budget tend to also have incomplete time tracking, which means the team cannot catch overruns early. I can generate a daily report for project leads showing which tasks are both over budget and missing time entries, so problems surface before they hit the monthly review.
Even a 10% improvement in early detection could save 20 to 40 billable hours per month in scope creep and write-offs.
What Is Coming Next
The platform continues to expand. These capabilities are in development.
Multi-Fund Architecture
Information barriers, fund-specific knowledge bases, and cross-fund analytics for firms managing multiple vehicles.
LP Sentiment Analysis
AI-powered analysis of LP communication patterns, portal engagement, and meeting tone to predict re-up likelihood and flag relationship risks.
Regulatory Change Automation
Automatic document review and update recommendations when SEC rules or compliance requirements change.
ESG Reporting Engine
Automated ESG data collection, scoring, and reporting aligned with major frameworks (SASB, TCFD, PRI).
Co-Investment Workflow
End-to-end co-investment process management from opportunity identification through LP notification, documentation, and closing.
Advanced LP Analytics
Predictive analytics for LP engagement, commitment probability, and optimal outreach timing based on historical patterns.
Combined Impact
0
Deployed Agents
One unified team across nine functional areas
0+
Knowledge Chunks
Indexed across 13 RAG collections
0
RAG Collections
Fund docs, deal memos, compliance, LP agreements, and more
0
Messages Sent Without Approval
Every LP-facing action requires a human tap
| Agent | Weekly Time Saved | Who Benefits |
|---|---|---|
| Orchestrator | 2.5 to 5 hours | Managing partner |
| Knowledge Base & RAG | 2 to 4 hours | Entire team |
| Operations Intelligence | 3 to 5 hours | IT/Operations |
| Security Monitor | 3 to 5 hours | IT/Operations |
| Team Leader | 2 to 4 hours | Operations leadership |
| Investment Strategist | 3 to 5 hours | Investment team |
| Managing Partner Assistant | 10 to 15 hours | Managing partner |
| LP Experience | 5 to 10 hours | Investor relations team |
| Fundraising & BD | 10 to 20 hours | Business development |
| Fund Operations Intelligence | 3 to 5 hours | Fund operations |
| General Purpose Reasoning | 2 to 4 hours | Entire team |
| LP Communications Expert | 5 to 10 hours | Investor relations |
| CRM & Portal Builder | 3 to 5 hours | Operations and IR |
| Compliance Review | 3 to 5 hours | Compliance team |
| Investment Research Writer | 5 to 10 hours | Investment and IR team |
| LinkedIn & Thought Leadership | 3 to 5 hours | Marketing and partners |
| Content Guardian | 2 to 4 hours | Marketing and IR leadership |
| Fund Performance & Reporting | 5 to 10 hours | Investment and operations |
| Analytics & Attribution | 3 to 5 hours | Investment team |
| Institutional Visibility | 2 to 4 hours | Marketing and BD |
| Pitch Book Designer | 5 to 8 hours | IR and marketing |
| Virtual Roadshow & Video | 3 to 5 hours | IR and fundraising |
| Market Intelligence Monitor | 3 to 5 hours | Investment and BD |
| Conference Intelligence | 5 to 10 hours | BD and IR |
| Web & Portal Developer | 3 to 5 hours | Technology and operations |
| Deal Flow Intelligence | 5 to 10 hours | Deal team |
| Total | 65 to 110 hours per week |
Orchestrator
Managing partner
Knowledge Base & RAG
Entire team
Operations Intelligence
IT/Operations
Security Monitor
IT/Operations
Team Leader
Operations leadership
Investment Strategist
Investment team
Managing Partner Assistant
Managing partner
LP Experience
Investor relations team
Fundraising & BD
Business development
Fund Operations Intelligence
Fund operations
General Purpose Reasoning
Entire team
LP Communications Expert
Investor relations
CRM & Portal Builder
Operations and IR
Compliance Review
Compliance team
Investment Research Writer
Investment and IR team
LinkedIn & Thought Leadership
Marketing and partners
Content Guardian
Marketing and IR leadership
Fund Performance & Reporting
Investment and operations
Analytics & Attribution
Investment team
Institutional Visibility
Marketing and BD
Pitch Book Designer
IR and marketing
Virtual Roadshow & Video
IR and fundraising
Market Intelligence Monitor
Investment and BD
Conference Intelligence
BD and IR
Web & Portal Developer
Technology and operations
Deal Flow Intelligence
Deal team
Total
65 to 110 hours per week
At typical asset management compensation levels, these recovered hours represent the equivalent of 3 to 5 full-time hires — IR associate, ops analyst, compliance associate, research analyst, and BD associate — worth $495K+ per year.
Production Numbers, Not Projections
26
specialized agents deployed across nine functional teams, all coordinated through a single Orchestrator.
Source: AssetBoxx production deployment
14,700+
knowledge chunks indexed across 13 RAG collections — fund docs, deal memos, LP agreements, compliance libraries, and more.
Source: AssetBoxx knowledge base metrics
$495K+
annual cost of the roles AssetBoxx augments: IR associate, ops analyst, compliance associate, content writer, research analyst, and BD associate.
Source: Asset management industry compensation benchmarks
“Asset managers should be managing assets, not managing operations. Every hour recovered by AI is an hour returned to investment decisions and LP relationships.”
What You Should Know Before We Talk
It Is Not Fully Autonomous
Every LP-facing action requires human approval. The system surfaces decisions; humans make them.
It Is Not a Replacement for Your Team
AssetBoxx handles operational overhead so your team can focus on investment decisions, LP relationships, and deal execution.
It Is Not Plug-and-Play
AssetBoxx requires configuration to match your fund structure, workflows, compliance requirements, and communication style. This is an operations platform configured to your firm.
It Is Not a Chatbot
Most of what AssetBoxx does happens in the background: performance calculations, compliance monitoring, LP request tracking, deal flow enrichment. The Slack interface is just one surface.
Common Questions
Through the Orchestrator, which coordinates all 26 agents across dedicated Slack channels. When a query spans multiple agents — like generating a quarterly letter that touches performance, writing, compliance, and design — the Orchestrator routes requests to the right specialists, coordinates responses, and assembles a unified deliverable. This centralized orchestration eliminates the need to manage multi-step workflows manually.
Yes. The Starter tier includes 10 core agents covering the highest-impact functions: Orchestrator, Knowledge Base, Operations Intelligence, Security Monitor, Managing Partner Assistant, LP Experience, General Purpose Reasoning, LP Communications, Compliance Review, and Fund Performance & Reporting. Most firms start here and expand to the full 26 agents as they see results.
Every LP-facing output goes through human approval in Slack before it reaches anyone. If you edit a draft, the correction data is stored and improves future drafts. The system maintains voice profiles for different communication types — LP correspondence, compliance language, research writing, and partner thought leadership — so corrections are applied to the right context automatically.
AI processing costs approximately $6 to $10 per day for all 26 agents combined. AssetBoxx uses tiered model routing where the majority of tasks use cost-efficient models for classification, data processing, and triage. Premium models are reserved for LP-facing output where quality matters. Context distillation reduces input costs significantly before anything reaches a premium model.
Yes. Dedicated cloud infrastructure means your data never shares a machine with another firm. The Security Monitor runs continuous monitoring with auto-remediation. Access controls, encryption at rest and in transit, and information barriers between funds are standard. The platform is designed for firms handling sensitive LP data and trade secrets.
The architecture is integration-agnostic. Common integrations include portfolio management systems, CRM platforms, data room providers, fund administration systems, and compliance tools. Adapting to your specific technology stack is part of the implementation process.
Slack is currently required. The entire approval framework, notification system, and interactive workflows are built on Slack.
Initial deployment takes approximately six weeks, including integration configuration, agent behavior customization, voice profile building, and a supervised calibration period. By week ten, the system is fully calibrated to your firm's workflows and communication style.
Yes. The entire firm accesses AssetBoxx through Slack — no per-seat fees. The Knowledge Base Agent is available to everyone. The Managing Partner Assistant serves partners. Fund Operations Intelligence monitors operations staff. Each agent serves its relevant audience.
AssetBoxx is fully managed in the cloud on dedicated infrastructure. We handle all provisioning, updates, monitoring, and scaling. Nothing to install or maintain on your end.
No. AssetBoxx agents handle repetitive operational tasks: compiling performance data, drafting initial communications, monitoring compliance checklists, enriching LP profiles, and tracking deadlines. They free your team to do the relationship-building, judgment-intensive, and strategic work that requires human expertise. The goal is recovered capacity, not headcount reduction.
The platform supports information barriers between funds, fund-specific knowledge bases, and cross-fund analytics. Agents can be configured with fund-level access controls ensuring LP data and fund-specific information remains properly segregated.
See the Agents Running Live
We show you the live system: Slack channels, quarterly letter workflow, knowledge base, compliance review pipeline, and approval flows. Running on real fund data.
Every agent described on this page runs in production today.