Ask across every system
you own. Then act on it.
Your data is spread across a warehouse, an ERP, a ticket system and a dozen dashboards, and not one of them can answer a question that crosses all four. ForgeOrbis is the layer on top that connects them, answers in plain language with the records behind every claim, and turns your decision into real changes in the systems that own them. It runs on Orbis, our own fine-tuned language model, entirely on your hardware.
No data leaves your network. Air-gap capable.
The paradigm shift
Not another system to replace yours. The layer that finally connects them.
Your warehouse stores the data. Your ERP runs the process. Your dashboards show the numbers. None of them can answer a question that crosses all three, and none of them can act on the answer. ForgeOrbis is the connective layer that sits on top and does both, without you replacing anything.
The connective layer
MeaningOrbis Atlas
objects, links, one vocabulary
ReasoningOrbis AI
cited answers, honest refusal
ActionOrbis AI
approved, governed write-back
reads and connects · nothing is copied out
writes back on approval · every change recorded
What you already own
kept exactly as it isMeaning
Orbis AtlasYour data gets a shared vocabulary.
An order, the parts it needs, the supplier shipping them and the team accountable stop being four unrelated records. Orbis Atlas makes them one connected object you can ask about.
Reasoning
Orbis AIAsk across all of it, in plain language.
The Cognitive Kernel answers from the connected picture and shows the records behind every claim. When the evidence is not there, it says so instead of guessing.
Action
Orbis AIApprove once. It executes for real.
Reserve the stock, reschedule the delivery, raise the work order. You approve, the Executor writes it back to the system that owns it, and the whole trail is recorded.
Where the real bottleneck is
Everyone solved storage. Almost nobody solved meaning, and nobody solved acting.
Score any operational stack on the same five questions and the gap shows up in the same two columns every time. Our own row is scored the way a technical evaluator would score it, including where we deliberately do not compete.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
Stores everything, understands nothing about how records relate.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
Cheap capacity, but it needs an engineer for every question.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
Shows you the number. Cannot tell you why, and cannot do anything.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
Models the relationships, then stops short of the operator and the action.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
Runs the process it owns. Blind to everything outside its own walls.
- Store the data
- Connect the meaning
- Usable by the business
- AI on the real context
- Act on the answer
An overlay by design, which is why storage is not a 3. We do not want to replace your warehouse.
And two columns this comparison does not have
Evidence you can check yourself
A number is computed from your records, not written by a model. An explanation carries the exact source behind every sentence. When the evidence is not there, you get told so. Most AI features ask you to trust the output. Ours hands you the receipts.
Nothing leaves your network
Orbis, our own fine-tuned language model, runs with the index and the reasoning on hardware you own. No third party sees your orders, your customers or your operations. That is the difference between a tool your security team tolerates and one they approve.
Where it applies
Different industry, identical problem.
Every operation has the same failure: the question that matters crosses systems that were never designed to talk. The vocabulary changes between a warehouse, a data centre and a factory floor. The shape of the answer does not.
The question nobody can answer today
A supplier is two days late. Which customer orders are affected, and who needs to know today?
Connect
These records live in separate systems today. Orbis Atlas gives them one shared vocabulary and the links between them.
- Shipment
- Purchase order
- Customer order
- Carrier
- Service commitment
- Account owner
Answer
Asked in plain language, answered from the connected picture, with the underlying records attached to every claim.
Eleven customer orders depend on that shipment. Four of them have a delivery commitment that breaks on Thursday, and three of those are accounts in renewal.
Act
You approve it. The Executor writes each change back to the system that owns it and records the whole trail.
Reserve substitute stock, reschedule the four at-risk deliveries, and brief each account owner.
The outcome: The exposure is found the morning the delay lands, not the week the penalty arrives.
Live today means the source systems are connected by shipping connectors. Mapped at deployment means the platform does this and the object model plus the connectors for your systems are built during onboarding. We would rather tell you which is which up front than discover it in week three.
The platform
Three platforms. One perimeter.
Orbis Atlas connects and models your operation. Orbis AI reasons over it and acts, on a model we built and you run. Orbis Deploy keeps all of it inside your walls. Every part below is marked honestly: what ships today, what we set up with you, and what is still coming.
Orbis Atlas
Connect and model your operation.
The connective layer. Atlas reads the systems you already run and turns their records into one living map: typed objects, the links between them, and the actions allowed on them. Nothing is copied out and nothing is replaced.
- Connectors for logs, tickets, chat and pagingLive
- Connectors for databases, ERP and CRMMapped at deployment
- Object modelMapped at deployment
- Cross-system questionsMapped at deployment
- ExplorerLive
- StudioComing
Orbis AI
Reason over it and act on it.
Your own AI, not a rented one. Orbis, our fine-tuned model, runs on your hardware. The Cognitive Kernel answers with the record behind every claim, and the Executor carries out only the actions a person approves.
- Orbis modelLive
- Cognitive KernelLive
- ExecutorLive
- AutomationsLive
- EvalsLive
- Logic and assistant buildersComing
- Bring your own modelComing
Orbis Deploy
Run it inside your walls, and prove it.
Everything installs inside your perimeter and stays there: on your servers, in your private cloud, or on an isolated network, with the evidence your auditors ask for.
- On-prem and private cloud installsLive
- Air-gap capableLive
- Attestation packLive
- Staged model rolloutLive
- Fleet updatesComing
Built on the platform
Two applications ship today, running on Atlas, Orbis AI and Deploy.
Ask your machine and system logs in plain language. Exact counts, cited answers.
Turn a goal or a finding into planned, assigned, tracked work on your boards.
Live means shipping in the product today. Mapped at deployment means the capability exists, and our team sets it up for your systems during deployment. Coming means on the roadmap and not built yet. We never show it as available.
Log Intelligence · the shift
Stop grepping through thousands of folders by hand.
Plants, data centres and fulfilment networks keep months of machine and system logs in folder trees nobody can search. Answering one auditor question can mean hours of manual work. Log Intelligence turns that into a sentence.
Today
A manager opens a share, guesses the right date folder, and reads log files line by line hoping to reconstruct what happened.
$ cd //HOST07/app-logs$/printsvc/LabelRun/20260709
$ grep -ri "print queue" . | less
… 4,912 matches across term windows
With ForgeOrbis
One question, one cited answer, with the exact file, line, and match score, verified against the index and never invented.
Printing halted at 14:22 when the print queue connection reset, then recovered at 14:24.
How it works
Three steps, entirely inside your perimeter.
Ingest & structure
Point Orbis at your log folder path. It parses date and process branches, deduplicates templates, and builds a private index in place, inside your network.
4.1M events · 71% dedup
Ask in plain language
Type the question an auditor would ask. Orbis routes it: counting questions to a precise counting engine, explanatory questions to grounded, cited evidence.
42 candidates · ranked
Get cited, scored answers
Every answer carries its citations: file, line, timestamp, and a match score, so anyone can verify it. Nothing is generated without evidence.
match 0.94 · high
Two-engine routing
Exact when it can be exact. Grounded when it must explain.
Counting questions get an exact figure computed from the logs Orbis indexed. Explanatory questions get an answer built only from cited log evidence. Orbis picks the right engine for every question, so no one writes a query or greps a folder.
Tier 0 · exact
exact · verifiable“how many labels did STATION_A1 print on 2026-07-10?”
Counted directly from the logs Orbis indexed. Exact and repeatable, never generated.
Tier 1 · grounded
cited evidence“why did LabelRun stop printing around 14:20 on 2026-07-09?”
The printservice service lost its print queue connection at 14:22, retried three times, and recovered when the watchdog restarted it at 14:24. No labels were lost.
Every clause traces to a line you can open.
Orbis Flow · work automation
Describe the goal. Approve the plan. It ships to your board.
Orbis Flow is project management for managers and scrum-masters, automated. Turn a plain-language goal into a full sprint plan, review and edit it, and approve, then it creates the tickets in your real boards with owners, estimates, dates, and links. On the local model, inside your walls, and no log connection required.
Plan from a goal or a PRD
Describe the outcome or paste a brief. Orbis Flow drafts epics and stories with scope, acceptance criteria, estimates, risks, and dependencies, and reasons through the breakdown in the open.
Review and approve, you decide
Edit any description, acceptance criteria, assignee, points, or dates. Orbis balances the work across your team, but nothing is created until you approve.
Execute to your real boards
On approval it creates real epics, stories parented to them, assignees, points, dates, and dependency links, in every board you connect: Jira, GitHub, or Asana.
Run ceremonies and report
Standups, retrospectives, sprint reports, and burndown, written from live board state, so the numbers are computed, not guessed.
Credentials are entered in the app and encrypted at rest. Optional: a finding from Log Intelligence arrives here as a pre-filled, cited ticket, so an incident becomes tracked work in one step.
Connectors & alerting
When Orbis finds it, the right people already know.
An answer only matters if it reaches the person who can act on it. The moment Orbis detects an issue in your logs, it routes the grounded finding to the responsible owner, opens a ticket, and keeps the channel updated, with no one watching a dashboard.
- 01
Detect
Orbis spots the issue in your logs and grounds it in cited evidence: the file, the line, the match.
- 02
Route
Severity and the responsible owner come from your ownership map, so the right manager is chosen, not everyone.
- 03
Notify
The owner hears it in Slack, Teams, or email, and on-call is paged for a SEV-1.
- 04
Ticket
A Jira, ServiceNow, or Asana ticket opens automatically with the finding and a link to the evidence.
- 05
Update
Orbis posts updates to the channel and closes the ticket when the condition clears.
Connect & get notified
try it, toggle a toolConnect your tools
one click · revocableOutbound only, opt-in, and audited. Log content and inference stay sealed in your perimeter. Alerts leave only for destinations you allow-list, carry the finding and a link to the evidence (never raw log lines), and every dispatch is written to the tamper-evident audit log. Air-gapped sites route the same alerts to on-prem targets: Mattermost, Jira Data Center, an internal SMTP relay.
The cost of the status quo
What is manual log search costing you?
Two honest numbers about how your team answers log questions today. ForgeOrbis returns each of those answers in seconds, cited.
Opening shares, guessing the right date folder, reading files by hand. ForgeOrbis runs the same search in seconds and shows the citation behind every answer.
analyst time reclaimed / month
54 hrs
About 6.8 working days handed back, every month.
manual, today
108 searches
with ForgeOrbis
seconds each
An estimate from your own inputs, not a measured figure. The point is the order of magnitude.
Security
Sealed by design.
Security here is a feature, shown with quiet confidence. Everything an auditor or CISO needs to relax is built into the product, not bolted on after.
Zero data egress
No log, prompt, or answer leaves your network. Outbound is default-deny.
On-prem & air-gap
Runs fully offline. No license phone-home, no telemetry, no external calls.
Role-based access
Scope a role to only its folder prefixes. Auditors see everything; a line sees its line.
Immutable audit trail
Every question is hash-chained and tamper-evident, ready to export to your SIEM.
Your own weights
Orbis is fine-tuned on your own data and stored on your hardware. You hold the keys.
Attestation pack
Ship compliance a firewall export, SBOMs, and signed model hashes on demand.
A live outbound attempts: 0 counter and downloadable attestation pack ship with every deployment.
Compute Provider
Orbis: our model, inside your walls.
Orbis is our own language model and the heart of Orbis AI. We fine-tune and optimize it for grounded, cited answers and honest refusal, then tune it on your data and deploy it on your own hardware - your Compute Provider. The weights never leave your perimeter and never sync back to us. The Cognitive Kernel reasons on it, entirely under your control.
Orbis Deploy
Wherever your perimeter is, ForgeOrbis runs inside it.
On-prem
Install on your own servers. Bare metal or your hypervisor of choice.
Private cloud (your VPC)
Run in your own account and network. No shared tenancy, no vendor plane.
Air-gapped
Fully offline installs for isolated networks, with outbound traffic denied by default.
Request a deployment
Put the whole platform inside your walls.
We scope your deployment, size the hardware, and stand up Log Intelligence and Orbis Flow in your environment on Orbis, our own fine-tuned model. Nothing leaves your network.