What We Do
We help organizations apply AI, dashboards, integrations, automation, and knowledge systems to practical business problems. Engagements can begin with a focused discovery sprint, dashboard project, AI opportunity assessment, data integration, or operational improvement pilot.
Manufacturing AI, MES & Operational Intelligence
Improve OEE, scrap, downtime, throughput, changeovers, quality visibility, production reporting, and plant-floor decision support.
- MES, ERP, SQL, PLC/SCADA, OPC UA & API integration
- OEE, scrap, downtime, labor & throughput dashboards
- MQTT, IoT, sensors, edge events & condition monitoring
BI, KPI Dashboards & Executive Reporting
Turn scattered data into executive dashboards, operational scorecards, AI summaries, alerts, insights, and action tracking.
- Executive, operational, financial & quality dashboards
- COGS, waste, margin, labor & utilization analysis
- AI-assisted summaries, anomalies & recommendations
Audit Readiness, Quality & CAPA Support
Organize procedures, evidence, CAPA history, root causes, quality events, documentation, ownership, and corrective action follow-up.
- ISO, FDA, safety, quality & compliance support
- CAPA, root cause, supplier quality & evidence tracking
- Human-in-the-loop review, permissions & auditability
Continuous Improvement & Operational Excellence
Help teams capture improvement ideas, prioritize opportunities, track owners, measure ROI, preserve lessons learned, and spread best practices.
- Lean, Six Sigma, kaizen & improvement project support
- Waste reduction, cost reduction & margin improvement
- Reusable playbooks, action tracking & organizational memory
Agentic AI Integration & Enterprise Huddles
Add an AI coordination layer around projects, dashboards, documents, workflows, KPIs, decisions, and enterprise systems.
- Specialized AI agents organized around business goals
- Enterprise huddles for audits, KPIs, teams & projects
- Integration with cloud, BI, databases & workflow systems
Enterprise Knowledge & Organizational Memory
Preserve institutional knowledge, expert insight, documentation, lessons learned, dashboards, decisions, and project history.
- Enterprise librarians, knowledge bases & AI search
- Onboarding, documentation & expert knowledge capture
- Reusable knowledge cards, summaries & decision history
IoT, Automation & Real-Time Monitoring
Connect sensors, devices, production signals, alarms, APIs, and event streams into dashboards, alerts, workflows, and AI-assisted analysis.
- MQTT, HiveMQ, OPC UA, LoRaWAN & edge-to-cloud data
- Stream analytics, alerts & event-driven actions
- Condition monitoring, production events & automation support
Research, Laboratory & LIMS Knowledge Systems
Help research and technical teams organize literature, experiments, LIMS data, findings, documentation, collaboration, and technical knowledge.
- LIMS integration, experiment tracking & research workflows
- Literature intelligence, summaries & knowledge organization
- Technical documentation, collaboration & discovery support
Healthcare & Service Operations Improvement
Apply AI, dashboards, reporting, and workflow intelligence to healthcare, service, and operational environments.
- Patient flow, staffing, quality metrics & service dashboards
- Documentation support, process visibility & reporting
- Operational improvement, knowledge management & decision support
How Engagements Can Begin
You do not need to start with a large AI transformation. Many valuable Hunger Engine engagements begin with a practical project that solves an immediate business problem.
Discovery Sprint
Identify high-value opportunities, available data, operational pain points, integration options, dashboard needs, and first-pass ROI potential.
Dashboard or Reporting Project
Build KPI dashboards, manufacturing reports, quality dashboards, executive scorecards, operational views, or AI-assisted summaries from existing data.
AI Opportunity Assessment
Review workflows, data sources, knowledge gaps, dashboards, documents, decisions, and recurring pain points to find practical AI use cases.
Pilot Hunger Engine
Create a focused AI-assisted system around one business objective such as scrap reduction, audit readiness, KPI visibility, knowledge capture, or workflow automation.
Ready to explore practical enterprise AI?
Tell us where dashboards, data, workflows, audits, cost, quality, service, or operations are harder than they should be. We’ll suggest a practical first step.
Typical Deliverables
- Discovery and AI readiness assessment
- KPI, quality, manufacturing, or executive dashboards
- MES, SQL, API, MQTT, ERP, or cloud integrations
- AI-assisted reports, summaries, alerts, and recommendations
- Knowledge libraries, huddles, workflows, and action tracking
- Focused Enterprise Hunger Engine pilot