Mavrick Labs AI · IntelligenceIQ Framework

The decision framework behind Mavrick Labs AI systems.

IntelligenceIQ is the decision framework behind Mavrick Labs AI. The IntelligenceIQ Suite name describes the framework and related workflow modules for legal, construction, and operations teams.

Start with the decision, organize the required information, and make assumptions and review steps visible. Outputs support a human decision maker who can question, edit, approve, or reject them.

Private and controlled Human decision control Built from project delivery Legal · construction · operations
IntelligenceIQ Framework visual

How the framework works

IntelligenceIQ creates discipline around decisions that are usually scattered across emails, spreadsheets, meeting notes, drawings, contracts, schedules, field reports, and stakeholder memory.

1. Define

Clarify the decision, the decision owner, the required inputs, and the acceptable output before the system is configured.

2. Structure

Convert documents, notes, field data, risks, and assumptions into structured inputs that can be reviewed and challenged.

3. Explain

Produce clear outputs, scoring, priority, and reasoning that the human decision maker can accept, edit, approve, or reject.

Preconstruction clarity framework

This layer supports early project definition. It makes scope, assumptions, allowances, contingency logic, procurement constraints, and change triggers visible early so expectations do not harden around vague ranges.

Scope map Assumption register Estimate structure Risk flags Change triggers Traceable outputs

What it produces

  • Standard categories and definitions that stay consistent across projects
  • Explicit assumptions that can be challenged before commitment
  • Allowance and contingency logic tied to real risk drivers
  • Procurement and lead time impacts surfaced before award decisions
  • Decision notes that explain why the estimate or recommendation is defensible

Portfolio structure

Three portfolios organize the work by practical use. A discussion establishes the relevant workflow, current capability, and development needed before a pilot or implementation.

Legal project for evaluation

Legal Technology Portfolio

VenireIQ is developed for voir dire information, attorney notes, and trial decision support. Real courtroom validation remains a next step.

VenireIQVoir direJury intelligenceTrial support
Scope defined by engagement

Construction Tools Portfolio

Workflow areas include field execution, procurement, scheduling, risk, contracts, quality, commissioning, and readiness. Implementation is defined for each use case.

ConstructionProcurementSchedulingRiskContracts
Concepts for pilot discussion

Operations Portfolio

Concepts address procedures, lessons learned, turnover, incident review, and knowledge retention. A limited pilot would establish usefulness and development needs.

LIONOperationsReadinessTurnoverLessons learned

Construction Tools Portfolio

These are workflow areas that can be scoped individually. Each begins with the team’s documents, review steps, and intended outputs. Availability, data requirements, configuration, and any additional development are established before a pilot.

Workflow area
Construction Module

Field execution, daily reports, photo logs, readiness checks, issue tracking, QA and QC workflows, and project closeout.

Workflow area
Procurement Module

Vendor tracking, lead time visibility, expediting, procurement risk, award support, and delivery status.

Workflow area
Scheduling Module

Milestone tracking, critical path awareness, recovery planning, constraint tracking, and schedule impact review.

Workflow area
Risk Exposure Module

Project risk review across scope, schedule, cost, procurement, quality, contracts, and field execution.

Workflow area
Contract Module

Contract review, change control, notice tracking, commercial exposure, scope drift, and field event alignment.

Workflow area
Quality Module

Inspection planning, ITP review, punch tracking, documentation readiness, NCR awareness, and turnover support.

Workflow area
Commissioning Module

Turnover readiness, system completion, startup planning, punch list status, commissioning constraints, and closeout risk visibility.

Workflow area
Spares and Inventory Module

Critical parts, material readiness, lead times, equipment criticality, failure mode awareness, and downtime exposure.

Begin with one workflow. A scoping discussion can identify the inputs, users, review steps, and development needed for a focused evaluation.

How engagements start

Most work starts small. A focused sprint defines the use case, maps the workflow, identifies the required documents, and produces sample outputs before a broader pilot or private build is recommended.

Concept sprint

Focused scope, workflow map, sample outputs, and a recommendation, with timing agreed for the engagement.

Pilot

Focused trial around one portfolio, one team, one project, or one workstream.

Private build

Client specific configuration with templates, prompts, workflow logic, SOPs, training, and support.

Talk with Mavrick Labs AI

To discuss a private construction tools build, legal technology workflow, operations readiness system, or IntelligenceIQ based pilot, contact Mavrick Labs AI.

Start with the decision you need to support, the documents available, the people involved, and how you would judge a useful result.