InvictusPro iCore NGIN

Vision Costing & Visual Intelligence

Convert photos, inspections, and visual evidence into validated cost insight — enabling faster decisions, tighter budgets, and reduced risk across operations.

Visual Capture as a Data Source

Vision Costing begins with structured visual capture — ensuring photos, videos, and inspections are reliable inputs, not anecdotal evidence.

Guided Photo Capture

Standardized capture requirements ensure usable, comparable evidence.

Inspection Templates

Visual data aligned to asset type, scope, and workflow stage.

Context Binding

Images are bound to assets, locations, and workflow states.

Chain-of-Custody

Visual evidence preserved with full attribution and timestamping.

AI-Assisted Cost Analysis

Visual inputs are analyzed against historical data, pricing models, and scope definitions to generate defensible cost insight.

Visual Cost Estimation Historical Comparisons Asset-Based Modeling Completeness Checks Anomaly Detection Model Refinement

Human & System Validation

Vision Costing balances automation with control — ensuring estimates are validated, explainable, and defensible.

Human Review Gates

Require approval before costs advance to funding or execution.

Evidence Review

Inspect the visual basis behind every estimate.

Variance Detection

Flag deviations between estimates, bids, and actuals.

Audit Alignment

Maintain traceability from image to cost to decision.

Risk Signals & Early Warnings

Visual intelligence reveals risk before it materializes — enabling intervention rather than post-incident response.

Scope Drift Detection Asset Risk Flags Estimation Bias Vendor Risk Signals Early Warnings Portfolio Impact

Decision Support & Executive Control

Vision Costing equips decision-makers with clarity — turning visual evidence into confident, accountable action.

Cost Confidence

Make funding decisions backed by evidence and analysis.

Faster Approvals

Reduce delays caused by incomplete or disputed information.

Dispute Reduction

Resolve disagreements using shared visual and cost context.

Portfolio Optimization

Allocate capital based on risk-aware, data-driven insight.