Save time on repetitive work
Spot manual data entry, handoffs, reporting, research, and recurring work that may be suitable for AI or traditional automation.
A gateway between people, ideas, workflows and what’s next
Put specialist AI to work on real problems.
pmgate helps you find practical AI capabilities for the work you are actually trying to get done. Describe a problem, task, workflow, or idea and find the specialist tools that can help.
Open-source foundations
Structured, reviewable outputs
Human control where it matters
Your starting point / capability match
WHAT THIS LOOKS LIKE
A workflow worth making visible.
How can this help you?
Start with the outcome. Choose the capability second.
Technology should support the explanation, not lead it. pmgate turns a recognizable need into a practical next step.
Solve operational problems
Investigate discrepancies, bottlenecks, quality issues, capacity constraints, and recurring friction in the way work actually runs.
Turn ideas into plans
Convert a rough idea into users, requirements, MVP scope, acceptance criteria, and the next decisions to make.
Work with specialist knowledge
Explore manufacturing, CAD/CAM review, logistics, culinary work, investigations, cannabis operations, and business analysis.
Make better decisions
Organize evidence, expose missing information, compare alternatives, analyze metrics, and prepare reviewable recommendations.
Build something real
Move from an open-source capability to a custom implementation through Ironfield Operations when the work needs to connect to real systems.
Build with IronfieldOpsExplore capabilities / 01
Recognize the problem before you learn the system.
Browse by the kind of work you want to improve. Repositories support the capability; they do not stand between you and it.
Business & operations
Workflow analysis, process improvement, requirements discovery, decision support, and owner/operator workflows.
Product & development
Shape an MVP, plan the build, define APIs, prepare QA, document the system, and get ready to release.
CAD/CAM & design review
Review design handoffs and evidence for CNC milling, FDM printing, and laser cutting. Prepare findings for a qualified reviewer.
Manufacturing & production
Structure production planning, quality analysis, maintenance reviews, and operational handoffs with Canadian jurisdiction context.
Growth & revenue
Positioning, value propositions, go-to-market planning, sales pipeline, experiments, and content strategy.
Logistics
Inventory accuracy, receiving, warehousing, replenishment, transport, distribution, and labor planning.
Culinary
Recipe development, commercial scaling, substitutions, process design, troubleshooting, and kitchen workflow.
Investigation & security
Evidence organization, timeline analysis, investigation planning, incident review, and responsible human handoff.
Canadian cannabis operations
Compliance evidence, quality systems, lot and batch review, inventory, cultivation, and post-harvest records.
Research & analysis
Competitive research, evidence synthesis, structured comparison, validation, experiments, and research planning.
The routing model / 02
Problem → capability → useful result.
Describe the work, explore a relevant specialist workflow, and choose your next step.
01
Describe the work
Start with the problem in the language you already use. No AI architecture knowledge required.
02
Match the capability
pmgate identifies a relevant specialist path, explains the match, and surfaces alternatives when needed.
03
Choose the next step
Try the workflow, inspect the source, explore a related capability, or take it into production.
Systems behind pmgate / 03
Structured specialist knowledge, built in the open.
Explore portable skills for digital work, physical operations, and specialist review. Each project links to its current source and documentation.
ASPUBLIC / v0.2.2
AgentSkills
Portable skills, curated skillsets, and routing templates for planning, engineering, research, testing, creator workflows, and security review.
View sourceCADPRE-RELEASE
AgentCADCAM
Vendor-neutral CAD/CAM review and evidence-backed handoffs for CNC milling, FDM printing, and laser cutting. Review and planning only; public-alpha acceptance is pending.
View sourceAMIN DEVELOPMENT
AgentManufacturing
Skills for production planning, quality, maintenance, and qualified review, with Canadian jurisdiction overlays. Stable v1 is pending independent evaluation and source review.
View sourceALPUBLIC PREVIEW
AgentLogistics
Operational skillsets for inventory, warehousing, transport, distribution, labor, and improvement.
View sourceCSPUBLIC ALPHA
ChefSkills
Structured culinary reasoning for recipe development, scaling, troubleshooting, and process.
View sourceAIPUBLIC SOURCE
AgentInvestigate
Investigation, evidence, security, and review workflows with explicit authority boundaries.
View sourceACPUBLIC / v1.0.5
AgentCannabis
Canadian cannabis compliance, quality, operations governance, and evidence-review workflows.
View sourceResponsible by design. Sensitive and regulated capabilities support structured review; they do not replace legal, regulatory, medical, safety, or other professional authority. Manufacturing and CAD/CAM workflows do not authorize equipment operation or production release.
Need this connected to your actual systems?
Discover here. Implement through IronfieldOps.
Ironfield Operations builds custom AI systems and workflow automation around real operational processes, software, data, and business requirements.
Build with IronfieldOpspmgateDiscoverUnderstand the problem and find the right capability.
ironfieldScopeConnect the workflow to systems, people, and constraints.
operationsImplementDeploy a practical system and improve it over time.
Built by Jeremy Longworth / 04
Practical systems for a more capable tomorrow.
I build AI systems and open-source specialist skillsets that turn domain knowledge, real workflows, and structured expertise into reusable capabilities.
People.
Workflows.
Specialist knowledge.
Intelligent tools.
Start a conversation / 05
Have a problem worth making clearer?
Tell me what you are trying to build, improve, or connect. I’ll review your request and reply with a practical next step or a quote.