SwankyForge
SwankyForge

What We Build

Ten production-ready ML solutions. Each backed by real implementations.

Document Processing & Data Extraction

Automate ingestion of PDFs, scans, emails and forms using OCR and NLP to extract structured data and integrate it into CRM, ERP or BI systems.

documentsinvoicescontractsformsautomation

Fraud, Abuse & Anomaly Detection

Detect fraud, abuse and abnormal behavior in transactions, claims, orders or operational logs using anomaly detection and graph-based ML.

fraudlossessuspicious activityrisk control

Predictive Maintenance & Asset Health

Predict equipment failures and asset degradation from sensor and telemetry data to reduce downtime and optimize maintenance schedules.

equipment breakdownsrepairsdowntimemaintenance planning

Forecasting & Capacity Planning

Forecast operational load (calls, orders, shipments, energy demand, warehouse volume) to enable accurate capacity and workforce planning.

planningforecastingstaffingworkload

Process Bottlenecks & Automation

Identify process bottlenecks and inefficiencies from system event logs and automate repetitive steps using process mining combined with RPA and ML.

process optimizationdelaysautomationefficiency

Visual Quality Inspection

Detect defects, damage, labeling errors and safety violations from images and video using computer vision quality inspection models.

quality controldefectsvisual inspectionsafety

Support Productivity Copilots

Increase customer support productivity with GenAI copilots for call and ticket summarization, suggested replies, knowledge search and compliance checks.

customer servicesupport efficiencycall centers

Risk Scoring & Decision Support

Build explainable risk scoring and decision automation systems combining rules and ML with full audit trails and governance.

risk scoringdecision supportcompliancetransparency

Cost Optimization & Profitability

Optimize costs and profitability by modeling cost drivers, forecasting expenses and improving operational efficiency across logistics, energy or infrastructure.

cost reductionmarginsefficiencyoptimization

Data Reliability & ML Governance

Ensure data and model reliability with MLOps and data observability solutions covering data quality, drift detection, bias monitoring and compliance.

data qualityreliabilitymonitoringgovernance

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