AlignIQ™
Decision intelligence
aheadExplainable intelligence fabric powering forecasting, optimization, and portfolio alignment.
AlignIQ orchestrates multi-objective optimization, pricing guidance, and demand forecasts that flow into every Smithware module.
- Best for
- Forecasting, pricing guidance, and policy alignment
- Demand forecasting API (ARIMA, Prophet, ETS)
- Dynamic pricing engine with risk-aware guardrails
CarbonIQ
Sustainability intelligence
on-trackTrack emissions, model reduction paths, and orchestrate mitigation investments.
CarbonIQ aggregates activity data, calculates emissions, and models reduction scenarios tied to financial outcomes.
- Best for
- Emissions tracking and abatement investment planning
- Emission factor library with automated unit conversions
- Scenario modeling with offsets and abatement costs
Edge telemetry pipeline for hardware assets with predictive maintenance hooks.
DeviceIQ captures sensor data from deployed devices, normalizes feeds, and streams actionable insights into Smithware dashboards.
- Best for
- Fleet monitoring and predictive maintenance
- Multi-protocol ingestion (MQTT, OPC-UA, Modbus)
- Edge buffering with offline replay safeguards
OmniScan™
Inventory orchestration
on-trackCoordinate supply, demand, and network constraints with proactive alerts and guided remediation.
OmniScan ingests cross-system telemetry, forecasts near and mid-range demand, and continuously tunes inventory policy across regions.
- Best for
- Multi-site inventory, fill-rate, and policy control
- ARIMA + Prophet ensemble forecasting with seasonal overlays
- Policy simulation sandbox with What-If drivers and guardrails
OptimEyes
Spatial optimization
aheadSynchronize inventory policy with 2D/3D space optimization and guided layout recommendations.
OptimEyes fuses OmniScan demand signals with AlignIQ optimization to produce XR-ready layouts and utilization insights.
- Best for
- Warehouse and retail layout throughput planning
- 3D scene ingestion with collision-aware placement
- Scenario composer with throughput, dwell-time, and distance metrics
ProcessIQ
Process automation
aheadMine event logs, surface friction, and deploy remediation scripts in one workspace.
ProcessIQ automates ingestion, mining, and remediation for operational workflows with BPMN exports and orchestration hooks.
- Best for
- Process mining, bottleneck detection, and runbook automation
- Log ingestion with schema detection + anomaly tagging
- Process mining explorer with conformance scoring
Quantify exposure with Monte Carlo stress tests and automated mitigation packs.
RiskIQ simulates correlated shocks, blends actuarial curves, and outputs heatmaps, playbooks, and loss projections.
- Best for
- Stress testing and mitigation planning
- Monte Carlo engine with fat-tail distributions
- Industry-tuned scenario templates
SupplyChainIQ
Supply network planning
on-trackBlend supply risk signals with network capacity to coordinate sourcing decisions.
SupplyChainIQ delivers inventory forecasts, sourcing actions, and shipment tracking dashboards with harmonized data layers.
- Best for
- Supplier resilience and allocation planning
- Dual-source planning heuristics with capacity awareness
- Supplier reliability scoring and heatmap visualization
Syntrix
Hybrid manufacturing
aheadOrchestrate additive, subtractive, and inspection flows with AI orientation, implicit modeling, and telemetry loops.
Syntrix unifies directed energy deposition, CNC finishing, metrology, and AI-guided heuristics to deliver production-ready hybrid build plans.
- Best for
- Additive plus CNC orchestration and build planning
- HybridBuildPlan generation spanning additive, subtractive, and inspection stages
- AI heuristics for orientation, support strategy, and risk scoring
VisionRendr
Immersive evidence
on-trackConvert immersive telemetry into narrative evidence for XR training and leadership reviews.
VisionRendr collects immersive telemetry, benchmarks cohort performance, and publishes digestible evidence cards for stakeholders.
- Best for
- Executive storytelling, training validation, and adoption proof
- Dataset ingestion pipeline with automated cleansing
- Evidence card composer with source traceability