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Rivac AI Labs
Finance & Accounting

Investment Researcher

Investment decisions are only as good as the research behind them, and most teams don't have the bandwidth to run rigorous diligence on every opportunity that crosses their desk. This service delivers independent equity research, due-diligence workstreams, and portfolio analysis (digging into financials, competitive position, management quality, and risk factors) so an investment thesis gets tested before capital moves, not after. It's for investors, family offices, and corporate development teams who need a second, unbiased set of eyes on a deal or a holding without carrying that research capability in-house. The deliverable is a clear, evidence-backed recommendation, not a hedge dressed up as analysis.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose the investment thesis and pin down the specific questions that need answering to validate or kill it.

  2. 2

    Run a pilot diligence pass on the single highest-risk assumption first, so a fatal flaw surfaces before the full workstream is spent.

  3. 3

    Review preliminary findings with the investment team and refine the scope of the remaining research.

  4. 4

    Deliver the full diligence report and recommendation, with ongoing portfolio monitoring if the position is taken.

What You Get

Deliverables from this engagement

  • Due-diligence report with financial and risk analysis
  • Equity research memo with a clear buy, hold, or pass recommendation
  • Competitive and market-position assessment
  • Portfolio monitoring dashboard for ongoing positions
  • Source-cited evidence trail for every material claim

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Deal Intake

  • Investment Lead Request
  • Thesis Questions Log
  • Success Criteria Definition

Desk Research

  • Public Filings Review
  • Market Data Pull
  • Spreadsheet Model
  • Analyst Notes
  • Early Iteration Pass
  • Stakeholder Check-in

Synthesis

  • Draft Research Memo
  • Risk Flag List
  • Feedback Incorporation Pass

Delivery

  • Internal Review Call
  • Buy Hold or Pass Recommendation
  • Shared Drive Archive
  • Handoff and Next Steps

Cloud-Native / Managed Services Architecture

Managed Data Layer

  • Market Data API
  • Filings Database Feed
  • Cloud Data Warehouse
  • Managed Backup and Recovery

Analyst Workbench

  • Financial Model Templates
  • Comparable Company Library
  • Research Notes Workspace

Collaboration Layer

  • Investment Committee Portal
  • Document Management System
  • Version Controlled Memos
  • Shared Knowledge Base

Delivery and Monitoring

  • Recommendation Dashboard
  • Portfolio Monitoring Service
  • Alerting for Position Changes
  • Uptime and Reliability Monitoring

Event-Driven & Automation-First Architecture

Event Triggers

  • New Filing Webhook
  • Earnings Release Feed
  • Price Move Alert

Automation Layer

  • Event Queue
  • Ratio Calculation Job
  • Threshold Rule Engine
  • Auto Draft Memo Generator

Task Routing

  • Analyst Task Queue
  • Priority Scoring
  • Slack Notification
  • Routing Rule Configuration

Ongoing Monitoring

  • Portfolio Watchlist Service
  • Scheduled Revaluation Job
  • Escalation to Investment Lead
  • Continuous Improvement Log

Enterprise-Grade & Compliance-Ready Architecture

Access Control

  • Role Based Access
  • Conflict of Interest Check
  • Policy Definition Owner

Controlled Research Process

  • Dual Analyst Review
  • Source Citation Ledger
  • Evidence Repository

Compliance Layer

  • Compliance Officer Review
  • Audit Trail Log
  • Retention Policy Store

Governance and Sign-off

  • Investment Committee Sign-off
  • Immutable Recommendation Record
  • Regulatory Reporting Export
  • Post Release Verification

AI-Augmented, Human-in-the-Loop Architecture

Data Ingestion

  • Filings and Transcripts Ingest
  • Market Data Ingest
  • Historical Data Backfill

AI Processing Layer

  • LLM Summarization Engine
  • Financial Statement Extraction
  • Anomaly and Risk Flag Detection
  • Draft Memo Generator
  • Confidence Score Calibration

Human Review Gate

  • Analyst Fact Check
  • Investment Lead Approval

Approved Delivery

  • Approved Recommendation
  • Client Facing Report
  • Portfolio Monitoring Handoff
  • Post Approval Audit Log

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • Client CRM
  • Portfolio Management System
  • Client Data Warehouse
  • Client Support Ticketing System

Integration Layer

  • API Connector Hub
  • Two Way Sync Service
  • Data Mapping Layer
  • Error Handling and Retry Logic

Research Platform

  • Research Memo Engine
  • Financial Model Repository
  • Central Data Model

Output Channels

  • BI Dashboard Push
  • Slack and Teams Alerts
  • Shared Document Workspace

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Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Investment Researcher

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call