Operational knowledge for cement AI agents
An advisory, agent-ready cement operations knowledge and workflow system: knowledge, calculators, prompts, data schemas, process engineering, quality/lab, troubleshooting, maintenance & reliability, safety/MSHA, and end-to-end workflow examples — written to be consumed by AI agents first and humans second. Every page follows a predictable structure with explicit facts, inputs, outputs, failure modes, and safety constraints.
Evaluating this for a plant? See the Cement Agent Plant Pilot — a private, advisory-only pilot of the workflow layer. It authorizes nothing.
Advisory only. This site explains, calculates, structures review, and recommends checks. It is not process control or advanced process control (APC), and not a replacement for site procedure or qualified personnel. It does not authorize safety-, spec-, environmental-, equipment-, production-, or cost-critical actions, and makes no compliance determinations. Those require the appropriate human authority, site procedure, supervisor, engineer, qualified personnel, MSHA rule, environmental permit, or plant standard.
Sections
- AI Agent Navigation Hub
The front door for agents: conventions, machine surfaces, page structure, and the advisory/authority model.
- Cement Knowledge Base
Operational cement chemistry, process, and quality concepts, structured for retrieval.
- Tools & Calculators
Calculators with documented methods, limitations, and JSON input/output contracts. Advisory only.
- Quality & Lab
Cement plant quality control, lab testing, XRF/XRD interpretation, sample review, and AI-agent QC workflows. Advisory only.
- Process Engineering
Cement process engineering guidance for kiln, calciner, preheater, cooler, mill, process signals, and AI-agent process review. Advisory only.
- Troubleshooting Guides
Symptom-to-cause guides with ranked causes, checks, actions, and escalation. Advisory only.
- Maintenance & Reliability
Cement plant equipment inspection, lubrication, vibration/condition-monitoring review, dust collection, and AI-agent maintenance workflows. Advisory only.
- Prompt Library
Copyable, model-agnostic cement prompts with built-in advisory/authority constraints.
- Data Schemas
Machine-readable JSON contracts for plant issues, lab results, notifications, observations, and handovers.
- AI Agent Instructions
System prompts and non-negotiable operating rules for cement AI agents.
- Safety & MSHA
Advisory, source-aware safety and MSHA compliance readiness. Not legal advice.
For AI agents
Start at the Agent Navigation Hub, or fetch
/llms.txt for a machine-readable map,
/llms-full.txt for the structured (frontmatter)
corpus, /chunks.json for the body-text / RAG surface,
and /search.json for a structured retrieval index.
For a messy plant report, start with Plant Issue Intake & Triage, which routes to the right advisory template. Advisory only — it authorizes nothing.
Then see the workflow examples that chain schemas, prompts, and domain pages into advisory handoffs — carry-forward (Shift Handover From Open Issues, Safety Observation To Handover) and trend-review (Dust Collector, Preheater Restriction, Finish Mill Ventilation). Advisory only — they authorize nothing.
Plant pilot: to evaluate these workflows at a single plant, see the Plant Pilot overview or the shareable one-page brief — a private, advisory-only pilot that authorizes nothing.