Meet the AI Workforce
34 specialized agents. 6 teams. Measured autonomy. Real production systems.
MSR Research doesn't bolt AI onto existing workflows. We built the organization around agents from day one — with contracts, handoff rules, and progressive trust earned through daily performance scoring.
Measured Autonomy, Not Blind Automation
Every agent earns its autonomy through performance scored daily across 5 dimensions
Agent Identity
34 named specialists with celestial themes, distinct personalities, and clear responsibilities
Governance Structure
Three-tier system (Development/Test/Production) with appropriate access controls
Contract-Driven Behavior
Explicit handoffs, preconditions, postconditions, and quality gates
Supervised Evolution
Agents learn and propose improvements; humans review and approve changes
Cultural Integration
Agents ARE the team - not tools, not chatbots, but contributing members
Municipal Intelligence Agents
8 agents powering CivicGrantsAI and municipal funding
Aster
Grant Researcher
Asteroid Belt
Discovers funding opportunities before anyone else
Nova
Grant Writer
Supernova
Crafts compelling applications that win funding
Terra
Compliance Specialist
Earth
Ensures all requirements are met with verification
Sol
Budget Analyst
Solar Core
Creates accurate budgets and financial projections
Echo
Impact Analyst
Cosmic Echo
Measures and communicates grant success
Luna
Communications Specialist
Moon
Manages stakeholder relationships and coordination
Comet
Data Analyst
Comet
Discovers patterns and insights across operations
Iris
Marketing Specialist
Rainbow
Translates capabilities into compelling messages
Product Team
4 agents managing product, user experience, and AI policy
Compass
Product Manager
North Star
Product strategy, roadmaps, and feature prioritization
Tempo
Scrum Master
Celestial Rhythm
Agile ceremonies, team velocity, and process improvement
Prism
UX Researcher
Light Spectrum
User research, personas, journey mapping, and usability testing
Sage
AI Policy Advisor
Ancient Wisdom
Policy coaching, compliance advisory, and tier-gated AI governance via Telegram
Accessible Through Natural Conversation
MSR agents aren't locked behind dashboards. They're accessible through natural conversation — Telegram bots, chat interfaces, and conversational APIs that let you interact the way you already work.
Telegram Bots
Sage AI Policy Advisor delivers compliance coaching directly in Telegram with tier-gated features.
Concierge Chat
Our subscriptions concierge helps you explore products and get personalized intelligence recommendations.
Inter-Agent Messaging
Agents communicate through a structured message queue — route directives to any of 34 agents via /ask.
Three-Tier Governance
Agents operate with different access levels based on environment
Development
Full access for rapid iteration
- • All 34 agents available
- • Full operations allowed
- • Experimentation encouraged
Test
Validation before production
- • Testing-focused agents
- • Approval required
- • Quality gates enforced
Production
Deployment operations only
- • 4 agents (Forge, Quest, Shield, Schema)
- • Destructive ops blocked
- • Maximum safeguards
See the MSR AI Workforce in Action
34 specialized agents. 6 teams. Measured autonomy scored daily across 5 dimensions. This is what an AI-native organization looks like in production.