AI-assisted reasoning
Lucy can help stress-test an explicitly nonconfidential opportunity thesis. The AI does not automatically verify web results or close deals.
V-MAX / OPPORTUNITY INTELLIGENCE ENGINE
Find the signal. Research the market. Win the right work.
V-MAX brings AI-assisted analysis, targeted public-source research and human-led commercial strategy into one practical workflow—built for businesses seeking stronger opportunities, better qualification and more deals.
Preview your business in 3D ↗Explore the opportunity lab ↗Open the V-MAX app ↗V25 EXECUTIVE PREVIEW ↗
Research is not a list of verified leads. Every prospect, scope and commercial commitment requires evidence and human approval.
THE HUMAN + AI OPERATING MODEL
From a vague lead to a defensible decision.
Research matters only if your team can determine who needs the work, who can authorize it, and how to execute profitably.
Public search intelligence
Explore sector-specific search routes you deliberately open; a public listing is not a buying signal until checked.
Human-led execution
Confirm the buyer's actual need, contractual authority, capacity, commercial rights and terms before outreach or quoting.
V-MAX / OPPORTUNITY INTELLIGENCE
Turn a market signal into an evidence-led pursuit.
Explore public research paths, identify the commercial buyer, test five evidence gates and prepare a human-reviewed next step. No lead list or contact information is generated.
BUYER PAIN / DEMAND HYPOTHESIS
Unscoped upgrades, time-sensitive repairs or bid packages without an executable specialist
DECISION-MAKER TO VERIFY
Property owners, association boards and prime contractors
HUMAN-LED PRESCRIPTION
Lead with scope clarification, decision authority, licensed-partner fit and a written next step
04 / RESEARCH
PUBLIC DISCOVERY PATHS
Open an external search yourself. These are research queries—not retrieved leads or verified contract opportunities.
01 · Active public demandSouth Florida construction renovation capital projects active project inquiry opportunityResearch public signals ↗02 · Buyer-authority researchSouth Florida property owner general contractor active project inquiry opportunityResearch public signals ↗03 · Market contextSouth Florida construction renovation capital projects industry associationResearch public signals ↗
An external search receives only the public sector, market and goal terms if you open its link.
05 / HUMAN QUALIFICATION
PAIN → AUTHORITY → PRESCRIPTION → PROOF → ACTION
These checkboxes are your assertions, NOT independent verification. Even five checked items do not authorize contacting a buyer or sharing a supplier.
0/5 — Unverified research hypothesis
Independent review is still required before any commercial action.
COMMERCIAL VERTICALS
Built for commercial growth across industries.
Start with the buyer problem; the same evidence controls work across high-value services, construction, industrial procurement and public contracting.
Construction
Renovations, condo repair, subcontract packages and capital work.
Local trades
Roofing, metalwork, impact openings, electrical and specialized services.
Industrial
Materials, equipment sourcing, supply disruption and vendor alternatives.
Digital growth
Business presence, discoverability, inquiry funnels and conversion diagnosis.
Commercial properties
Facilities needs, tenant improvements and recurring operational requirements.
Public procurement
Open solicitations, eligibility, addenda and bid/no-bid research.
MODULE 9 / INFORMATION RIGHTS
Competitive intelligence without commercial leakage.
MGEOS confidentiality controls separate buyer-facing information from internal suppliers, purchase prices, private relationships and negotiated margins. This public lab uses predefined generic categories; private counterparty information must remain in authorized internal review.
No automated outreach, speculative contract values, manufactured customer counts, or invented project capacity.BY
DESIGN.
V-MAX / HUMAN APPROVAL REQUIRED
Turn research into a qualified conversation.
Submit a nonconfidential business requirement for MILIAN GLOBAL's human review. V-MAX helps structure research and inquiry capture; customer acquisition outcomes are measured only from actual evidence.