Ask across every system
you own. Then act on it.
The answers your teams need are already in your systems, but they’re split across tools that don’t talk to each other, so simple questions take days. ForgeOrbis connects them, answers in plain language with every source cited, and acts with your approval, all inside your own network.
One site, one problem, measured in weeks. No data leaves your network.
Scenario · Line 3 stops at the Pune plant
What ForgeOrbis is
Not another system to replace yours. The layer that finally connects them.
ForgeOrbis is India's sovereign operating layer for critical industries: it connects data from every system, document, machine and feed into one trusted model of your operations, so your teams can ask, decide and act, with every answer cited and every action audited, inside your own network.
The operating layer
MeaningOrbis Ontology
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 OntologyYour 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 brings their records in, and Orbis Ontology 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.
How it works
Six steps take raw data to approved action. A seventh governs them all.
Layers 1 to 3 make the data trustworthy, in Orbis Atlas. Layers 4 to 6 make it useful, in Orbis Ontology and Orbis AI. Layer 7 makes every platform safe to rely on.
Layers 1 to 3 · make the data trustworthy
- 01Partly live
Connect
IngestConnect anything (databases, documents, machines and media) without your data leaving your network.
Orbis Atlas - 02Partly live
Understand
ExtractRead every PDF, call and camera feed, in Indian languages, and pull out the facts, each linked to its source.
Orbis Atlas - 03Roadmap
Unify
ResolveOne truth for every person, asset and organisation, with the reason behind every match.
Orbis Atlas
Layers 4 to 6 · make it useful
- 04Partly live
Relate
ModelYour operations as a living model: ships, plants, cases and the links between them.
Orbis Ontology - 05Live
Decide
AskAsk anything across every system you own; every answer shows where it came from.
Orbis AI - 06Live
Execute
ActThen act on it, with the right approval, written back to the systems you already use.
Orbis AI
Layer 7 · makes it safe to rely on
Trust
GovernRuns inside your walls. Every access, answer and action on the record.
Every platform- Access control
- Lineage graph (roadmap)
- Model registry (roadmap)
- Full audit trail
- On-prem or air-gapped
- Data stays in India
Governance applies at every step, not only at the end.
Live means shipping in the product today. Partly live means part of the layer ships today and the rest is being built. Roadmap means being built and not available yet. We never show it as available.
Every layer in detailWhy ForgeOrbis
What sets ForgeOrbis apart.
Three of these are true today. Two are on the roadmap, and they stay labelled that way until they ship.
- Live
Sovereign by default
On-premise or fully air-gapped. Our own models run inside your network. No data leaves your walls; no foreign cloud dependency.
- Live
Every answer cited, every action audited
Each answer links back to the exact source. Each action needs the right approval and is recorded.
- Live
Human in control
ForgeOrbis recommends; people approve. Safety-critical control systems are read-only, always.
- Roadmap
Full stack, raw data to action
Not just dashboards on clean data: ForgeOrbis ingests, extracts, resolves, models, answers, acts and audits. One platform.
Arrives with extraction (Layer 2) and entity resolution (Layer 3).
- Roadmap
Built for Indian data
Indian languages and Hinglish, Indian names and addresses, Indian systems such as GST e‑way bills and customs filings.
Arrives with Indian-language extraction and Indian system connectors.
Industries
29 industries. The same seven steps.
Every industry follows the same seven steps; only the sources, objects and actions change.
- Ports & TerminalsOne live picture of every vessel, berth and box, from sea to gate.How it works here
- Freight, 3PL & WarehousingEvery shipment, carrier and rupee of freight, in one place, with action built in.How it works here
- Shipping Lines & Fleet OperationsEvery ship, voyage and charter connected, at sea and ashore.How it works here
- 5 industriesSee all in Maritime, Logistics & Aviation
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.
The platform
Five platforms. One perimeter.
Orbis Atlas connects your data. Orbis Ontology models your operation as objects, links and actions. Orbis AI decides and acts on it, with a person approving every change. Atlas Studio is where you will build your own apps on it, and Orbis Deploy runs 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 · Understand · UnifyConnect your data.
The data platform. Atlas connects the systems you already run, reads their records where they live, and makes the data trustworthy: parsed, matched and traced back to its source. Nothing is copied out and nothing is replaced.
- Connectors for logs, tickets, chat and pagingLive
- Streaming ingestionLive
- Log parsingLive
- Connectors for databases, ERP and CRMMapped at deployment
- Document, audio and video extractionComing
- Entity resolutionComing
- Source-to-object pipelinesComing
Orbis Ontology
RelateModel your operation.
The living model of your operation. The Ontology turns connected records into typed objects, the links between them and the actions allowed on them, and remembers every change. Teams work with plants, orders and incidents, not tables and joins.
- Object modelMapped at deployment
- ExplorerLive
- Action simulationLive
- Cross-system questionsMapped at deployment
- History and lineageMapped at deployment
Orbis AI
Decide · ExecuteDecide 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
- Reasoning over Ontology objectsComing
- Logic and assistant buildersComing
- Bring your own modelComing
Atlas Studio
Builds on the OntologyBuild apps on it.
Where your teams will build their own applications on the Ontology, the way Log Intelligence and Orbis Flow are built today. Studio is on the roadmap and not available yet.
- Apps without codeComing
- Developer SDKComing
Orbis Deploy
Runs every layerRun 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
- Edge sitesComing
Built on the platform
Two applications ship today, built on the same connectors, model and approval gate.
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.
Vishvaksha · our sister product for defence and intelligence. One trusted operating picture from sensor feeds, reports and maps.
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.
Log Intelligence · 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.
Book a pilot
One site, one problem, measured in weeks.
Each pilot measures 2 to 3 KPIs you already track, before and after. We publish no benefit numbers until a customer has measured them. The pilot runs on Orbis, our own fine-tuned model, on your hardware. Nothing leaves your network.