Multi-Agent AI System

Market research,
fully automated.

Fieldmint AI coordinates a team of specialized agents to hunt leads, design scientifically rigorous surveys, and deploy personalized outreach — end-to-end, in minutes.

3 Specialized Agents
25+ Leads per Search
100% GDPR Compliant
fieldmint — session
Fieldmint Welcome! Please provide your target geography, industry, and research goal.
You South Karelia → Lappeenranta · Renewable Energy Startups · Why solar over wind?
Hunter Found 23 leads · Deduplicating · Confidence scoring...
Architect Survey drafted · 7 questions · Est. 4 min · 0 bias flags ✓
Deployer Generating 23 personalized emails · GDPR consent verified ✓

Three phases. Fully guided.

Fieldmint moves you from a vague research idea to deployed outreach in a single coordinated workflow, with human approval at every gate.

Phase 01

Hunt

The Hunter Agent searches LinkedIn, Crunchbase, Apollo, and public directories to surface high-confidence leads matching your geography and industry. Every record is deduplicated, scored, and flagged if confidence is low.

  • Up to 25 leads per search
  • Confidence scoring per record
  • You approve or reject before proceeding
Phase 02

Design

The Architect Agent — a Senior Psychometrician persona — collaborates with you to craft a rigorous, bias-free survey. It flags leading questions, recommends appropriate question types, and outputs SurveyJS-compatible schema.

  • Bias detection on every question
  • Likert, MCQ, open-ended, ranking
  • Estimated completion time calculated
Phase 03

Deploy

The Deployer Agent generates a personalized outreach email per lead, each with a unique tracking ID. Every package is GDPR and CAN-SPAM verified before emission — no email is sent without consent validation.

  • Unique tracking ID per recipient
  • Open, click, and response tracking
  • Hard block if GDPR consent fails

Built for serious research.

Every design decision prioritizes data quality, researcher control, and compliance — not speed at the cost of accuracy.

Human-in-the-loop gates

Every phase transition requires explicit user approval. Agents never proceed autonomously past a review checkpoint.

Stateless agent architecture

No agent holds state independently. The Lead Architect injects full session context on every call — clean, auditable, and debuggable.

Confidence scoring

Every lead record carries a confidence score. Records below 0.6 are flagged, never silently included in your approved set.

SurveyJS-compatible output

Survey definitions are output as structured JSON renderable by SurveyJS or equivalent libraries — ready to embed immediately.

Bias detection

The Architect flags leading or biased questions, suggests neutral alternatives, and never silently rewrites your intent.

Per-lead tracking

Each deployment package carries a unique UUID tracking ID. Open, click, and response events are tracked independently per recipient.

Meet the agents.

Each agent is a precision specialist. The Lead Architect orchestrates them — they never talk to each other directly.

Orchestrator

Lead Architect

Manages the phase FSM, validates all inputs, gates phase transitions on user approval, and injects full session context into every agent call.

Primary LLM
Phase 1

The Hunter

Expert Web Intelligence Agent. Searches LinkedIn, Crunchbase, Apollo, Yelp, and Yellow Pages. Deduplicates, confidence-scores, and flags low-quality records.

web_search · web_fetch
Phase 2

The Architect

Senior Psychometrician persona. Designs bias-free, scientifically rigorous surveys. Flags leading questions. Outputs SurveyJS-compatible JSON schema.

Consultative · Bias-aware
Phase 3

The Deployer

Precision communications specialist. Generates personalized outreach with unique tracking IDs. Hard-blocks deployment if GDPR consent cannot be verified.

GDPR · CAN-SPAM · Tracking

Compliant by design, not afterthought.

Fieldmint enforces GDPR and CAN-SPAM at the system level. Compliance rules override all other instructions — no agent can bypass them.

  • Every email includes an unsubscribe mechanism
  • GDPR consent is a hard gate — not advisory
  • All lead data traceable to public sources only
  • Audit log entries for every deployment action
  • Sender identity clearly stated in every email
GDPR
Verified
CAN-SPAM
Enforced
Audit Log
Always on

Ready to automate your research?

Join the early access list and be the first to run Fieldmint on your next industrial research project.