Question 1

What is ForgeOrbis?

Accepted Answer

ForgeOrbis is an on-premises connective layer for enterprise operations. It sits on top of the systems a company already owns, gives their records a shared meaning, answers plain-language questions with the source records behind every claim, and turns an approved decision into real changes in the systems that own them. It runs on Orbis, its own fine-tuned language model, and ships two products: Log Intelligence, which answers questions about machine and system logs with exact, cited evidence, and Orbis Flow, which turns goals and findings into planned, assigned, tracked work. Everything runs inside your own network with zero data egress.

Question 2

What are Orbis Atlas, Orbis AI and Orbis Deploy?

Accepted Answer

They are the three platforms of ForgeOrbis. Orbis Atlas connects the systems a company already runs and models their records as typed objects, the links between them, and the actions allowed on them. Orbis AI reasons over that map on Orbis, EpicForge's own fine-tuned model: the Cognitive Kernel answers with the record behind every claim, and the Executor carries out only the actions a person approves. Orbis Deploy installs and runs everything inside the customer's perimeter, including on air-gapped networks. Log Intelligence and Orbis Flow are applications built on the platform.

Question 3

How is ForgeOrbis different from a data warehouse, a BI tool, or a knowledge graph?

Accepted Answer

Those tools solve part of the problem. A warehouse or data lake stores data but does not understand how records relate. A BI tool shows a number but cannot explain it or act on it. A knowledge graph models relationships but stops short of the business user and the action. ForgeOrbis is an overlay rather than a replacement: it connects the meaning across those systems, answers on that connected context with verifiable evidence, and executes approved actions back into the source systems with a full audit trail. It does not try to replace your warehouse.

Question 4

Which industries does ForgeOrbis serve?

Accepted Answer

Any operation where the important question crosses systems that were not designed to talk, including logistics and supply chain, IT and platform operations, electronics and manufacturing, commerce and fulfilment, and finance operations. IT operations and manufacturing are served by shipping connectors today. For other sectors the platform capability is the same, and the object model and connectors for your specific systems are built during onboarding.

Question 5

What is Orbis Flow?

Accepted Answer

Orbis Flow is the work-automation product in ForgeOrbis. A manager or scrum-master describes a goal in plain language and Orbis Flow drafts the epic and tickets with scope and acceptance criteria, assigns and estimates them, tracks them to done, and generates standups, retrospectives, and sprint reports. It runs standalone with Jira or GitHub, and can also turn a Log Intelligence finding into a cited ticket.

Question 6

What AI model does ForgeOrbis use?

Accepted Answer

Orbis, EpicForge's own language model. It is fine-tuned and optimized for grounded, cited answers and honest refusal on an Apache-2.0 open-weight base, then tuned on each customer's data and served on the customer's own hardware. It powers every part of the platform: the Cognitive Kernel that reasons across connected systems, Log Intelligence, and Orbis Flow.

Question 7

Does ForgeOrbis send my data to the cloud?

Accepted Answer

No. ForgeOrbis runs on Orbis, its own fine-tuned model, entirely inside your perimeter with zero data egress. It is air-gap capable; no log line, prompt, ticket, or answer leaves your network.

Question 8

How does ForgeOrbis avoid hallucinations?

Accepted Answer

Every answer is grounded in your logs. Counting questions are computed directly from your data, explanatory answers cite the exact file and line behind every sentence, and when nothing matches it replies NOT FOUND IN LOGS instead of guessing.

Question 9

Can ForgeOrbis run fully air-gapped?

Accepted Answer

Yes. ForgeOrbis can be deployed on-premises or in an isolated, air-gapped network. It needs no internet access to operate and ships with default-deny egress hardening.

Question 10

How accurate is ForgeOrbis?

Accepted Answer

Each release must clear a fixed gate on a golden set of real audit questions: 100% citation validity, at least 98% refusal accuracy on out-of-scope questions, and at least 95% retrieval recall, with instant rollback if a version regresses.

Orbis: our model, inside your walls.

Four behaviors, trained on your own templates.

Grounded answers with citations

Honest refusal

Exact counting, not guessing

Injection resistance

Promote a new Orbis with evidence, not hope.

A model you can fine-tune, hash, and keep.