Live AI tools, assessment scorecards, and downloadable playbooks — all free, no friction. The same frameworks I use in client engagements, available to try before you ever talk to me.
High-volume signal ingestion & anomaly detection at scale
Autonomous agent cross-references context & history
Corrective action without human review queues
What costly signals is your tech debt sending — and is anyone acting on them? A full suite of free calculators and guides: a real-time cost calculator, 10-dimension scorecard, velocity impact, refactoring ROI, a metrics guide, industry benchmarks, a compound interest visualizer, a debt-types framework, payoff strategies, and a board-ready business case builder.
12 questions across 5 dimensions of operational intelligence maturity. Find out exactly where your industrial operations sit on the AI readiness curve — with gap identification and prioritized next-step recommendations.
What does an equipment failure, an OT/software crash, a power outage, a quality defect, a supply chain disruption, or a safety stoppage actually cost your plant? A free suite covering SMB manufacturing specifically: a real-time incident cost calculator, a cost index by type/duration/company size, a browse-by-incident-type reference, and a plant-floor reliability glossary.
Describe your incident management, trouble ticket, or issue-tracking workflow. Get an automation score, pain point analysis, and ranked opportunities.
How SMB manufacturers deploy Agentic AI + Industrial IoT to eliminate unplanned downtime and automate remediation — the five-layer stack, a 90-day fast-start plan, and eight high-value applications, without an enterprise budget.
▸ Open the PlaybookA visual framework showing the operational gap between companies still running reactive manual processes and those deploying agentic AI — and what it costs to stay on the wrong side of that line.
▸ Download InfographicThe architectural pattern for moving from threshold-based alerting to ML anomaly detection and agentic corrective action in industrial IoT environments.
▸ Read the DeckA phased, low-risk framework for rolling out Agentic AI + Industrial IoT on the plant floor — where to start, how to prove value inside one quarter, and how to scale without a rip-and-replace.
▸ Download the FrameworkThe four-plane architecture, per-action autonomy tiers, and the calibrated trust metrics that let a plant grant an agent more authority over time — and the audit trail regulators and insurers will actually ask for.
▸ Read the WhitepaperLegacy code isn't just a developer headache — it's slowing your operations, increasing your incident rate, and blocking every AI initiative you try to launch. Here's how to measure it.
▸ Read the Report