Common Questions

Everything you need to know
about ForgeAI.

If you don't find what you're looking for, our team is happy to answer directly.

01 About the Product

What exactly is ForgeAI?

ForgeAI is an AI copilot built exclusively for manufacturing operations. It connects your plant's machine data, maintenance manuals, SOPs, shift logs, and operational knowledge into a single conversational layer. Operators ask questions in plain language and get instant, context-aware answers without needing dashboards, SQL queries, or a specialist on hand.

Is ForgeAI a generic AI tool or something specific to manufacturing?

ForgeAI is manufacturing-native. It was designed from the ground up for plant operations not a general-purpose AI tool adapted for industrial use. The language it understands, the data sources it connects to, and the use cases it's built for are all specific to manufacturing: breakdowns, SOPs, shift handovers, maintenance history, sensor data, and tribal knowledge.

What data does ForgeAI use to answer questions?

ForgeAI works with your plant's own data not generic internet knowledge. Sources include: maintenance manuals and SOPs, machine event logs and fault codes, SCADA / MES / ERP data, OPC-UA historian datasets, safety and compliance documents, shift reports, and structured tribal knowledge captured during onboarding.

Do operators need training to use ForgeAI?

No. ForgeAI requires zero operator training. The interface is a natural-language chat operators ask questions the same way they would ask a colleague. No dashboards to configure, no queries to write. Most operators are productive within their first session.

How is ForgeAI different from our existing ERP, MES, or SCADA system?

Your existing systems capture and store data. ForgeAI makes that data answerable. ERP, MES, and SCADA are excellent at recording what happened but they don't tell an operator what to do next when a machine trips. ForgeAI sits on top of your existing infrastructure as an intelligence layer, connecting all data sources and delivering instant answers at the point of need. It does not replace your current systems.

02 Implementation & Integration

How long does it take to deploy ForgeAI?

A focused single-use-case deployment can be live within 21 days. This covers one plant, one operational use case, and integration with your relevant data sources. Full enterprise rollout timelines depend on site count, data complexity, and integration scope confirmed during the discovery process.

What does the IT lift look like?

Minimal. We handle integration, data ingestion, and configuration. You need an internal operational champion typically a Plant Manager or Operations Head who can provide access to relevant data sources and context on the use case. No dedicated IT project team required to get started.

What systems does ForgeAI integrate with?

ForgeAI connects to OPC-UA historian systems, SCADA platforms, MES and ERP data exports, document management systems, and structured data files (CSV, PDF, Excel). If you have a data source we haven't encountered, our team assesses integration feasibility during the discovery phase.

Do we need to reformat our existing documents and manuals?

No. ForgeAI ingests PDFs, Word documents, scanned manuals, and structured data files as they are. Our onboarding process handles the knowledge structuring you provide the documents, we make them queryable.

Can ForgeAI be deployed on-premises, or is it cloud-only?

ForgeAI supports cloud, hybrid, and on-premises deployment. For manufacturers with data governance requirements, air-gapped plant networks, or strict regulatory constraints, full on-premises deployment is available on the Enterprise plan. Deployment architecture is confirmed during the discovery process.

03 Results & ROI

What kind of results should we expect?

Manufacturers using ForgeAI for troubleshooting typically see diagnostic time reduced from hours to minutes, with operators resolving issues that previously required expert intervention. Knowledge capture deployments reduce operational risk from expert attrition and accelerate new operator onboarding. We document improvements during every deployment so you have a clear record of what changed.

How quickly will we see results?

Most manufacturers begin seeing measurable operational improvements within the first two to three weeks of live operator usage. The nature of the improvement depends on the use case targeted at deployment.

How do you measure ROI?

We track metrics agreed upfront with your team typically mean time to repair (MTTR), troubleshooting cycle time, number of expert escalations, and operator confidence scores. At the close of the initial deployment, we produce a documented ROI report mapping ForgeAI's impact against these baseline metrics.

We've invested in AI before and it didn't deliver. Why would ForgeAI be different?

Most failed industrial AI projects share a common pattern: they start with the technology, not the problem. Generic AI is adapted for manufacturing as an afterthought, deployed too broadly, and measured too vaguely to show clear business value. ForgeAI avoids all of these failure modes. It's manufacturing-native, deployed on a single focused use case, and measured against specific operational metrics from day one. We earn the right to expand by delivering results in the first deployment not by asking you to trust a roadmap.

04 Security, Data & Compliance

Is our plant data secure?

Yes. Your data is never used to train external models, never shared with third parties, and processed only within the deployment environment agreed during onboarding. For on-premises deployments, your data never leaves your plant network.

Does ForgeAI use our data to train its AI models?

No. Your operational data manuals, machine logs, SOPs, sensor data is used exclusively to answer questions within your deployment. It is not used to train ForgeAI's underlying models. It remains yours.

Does ForgeAI comply with industrial data regulations?

ForgeAI is designed with industrial data governance in mind. OWASP GenAI compliance is included on both plans. Additional compliance certifications and regulatory alignment are confirmed during the discovery process based on your jurisdiction and industry.

What happens to our data if we stop using ForgeAI?

All data ingested during your deployment is returned or securely deleted according to the terms agreed during onboarding. You are never locked into a data arrangement beyond the duration of your engagement.

Still have questions?

Our team is happy to answer anything not covered here integration questions, deployment scope, or whether ForgeAI is right for your operation.