ORION Enterprise AI Platform

The Orion platform

One platform for knowledge, agents and processes.

The AI platform you own.

Cited answers from your own knowledge, AI agents that do the work, and processes with your people in control, built on the systems you already run, in your cloud or data centre, with the models you choose.

Book a demo See the technology

In your cloud or data centre
Choose your models, no lock-in
Every action approved & audited

Why Orion

Why organisations choose Orion.

Own it

Orion runs in your cloud account or data centre. Your documents, data and model traffic stay under your control.

Choose your models

Commercial, open-source hosted or self-hosted — one model for the whole platform, or a mix. As models overtake each other, switch without rebuilding.

Trust every answer

Answers cite their sources. People approve sensitive actions. Every step is recorded for audit.

Keep your systems

Orion works on top of the email, documents, ERP and core systems you already run. No rip-and-replace.

Start small, grow

Begin with one module — most start with Knowledge Hive — and add the rest on the same foundation.

Configure, don’t code

Set up sources, models, access and branding through an admin console — configuration, not custom code.

Architecture

How Orion fits together.

Orion sits on top of the systems you already run. People engage at the top, your data flows in from the left, Orion reasons and acts in the middle, and results flow back to your systems — all governed.

People & channels

Web appChatREST / SSE APISlack (approvals)

Your systems & data

Email & PST archives
SharePoint & files
Databases
ERP & core systems
Scans & images

Orion The AI platform you own

Where work happens Digital Assembly Line

Agent + human workflows
Approvals & retries
Visual designer
Triggers: events, schedules, APIs

The workforce Agent Hive

Agent templates
Smart agents
Tools (MCP)
Versioned & replayable

What you know Knowledge Hive

Cited answers
Hybrid search
Permission-aware

Shared Foundation · the power behind every module

Your choice of models, one gatewayTools & integrations (MCP)Identity & accessCost controls

Back into your systems

Write-back via APIs & MCP
Human-approved
Safe to repeat (idempotent)
Cited answers to people

Trust & governance

Single sign-onRole & document-level accessPersonal-data maskingGuardrailsAudit trail

Platform operations

Quality evaluationTracing & monitoringCost trackingVersioned releasesAdmin console

Runs on

AWSMicrosoft AzureGoogle CloudOracle Cloud (OCI)Your data centre

Want the component-level view? See the technical architecture

The platform

Three modules, one shared foundation.

Find answers, delegate tasks and run whole processes. Each module runs alone or together on the shared foundation — most start with Enterprise Knowledge and add the rest without replacing anything.

01 · Find answers · Orion Knowledge Hive

Enterprise Knowledge

Finds and explains what your organisation knows — with the source for every answer. Ask in plain language and get a cited answer, drawn only from what each person is allowed to see.

Explore Enterprise Knowledge

Step 1ConnectEmail and PST archives, SharePoint, file storage, uploads.

Step 2UnderstandPDFs, Word, scans, tables, images; personal data masked.

Step 3AnswerSearch, re-rank, draft, check — and cite every claim.

Step 4ImproveAnswers scored on your data; every question traced.

Hybrid keyword and semantic search with re-ranking
Self-correcting answers, checked against their sources
Document-level access that mirrors source permissions
Collections refresh without downtime

02 · Delegate tasks · Orion Agent Hive

AI Agents

Build, version and run AI agents that use your tools and knowledge, within guardrails you set. An agent is a versioned definition that Orion runs reliably — and records in full.

Explore AI Agents

Research and answerSearches knowledge and tools, reasons over the results, and returns a cited answer.

Extract and validateReads documents, pulls out structured fields, and cross-checks them against other sources.

Triage and routeClassifies a request, drafts a response, and routes exceptions to the right person.

Anatomy of an agent

InstructionsRole, goals and rules of engagement

ModelPrimary model with fallback, chosen per agent

ToolsMCP servers and APIs from a governed catalogue

KnowledgeRetrieval from Knowledge Hive, under the caller’s access

Sub-agentsDelegation to specialist agents

MemoryPer-run state and long-term store, scoped by namespace

GuardrailsPermissions, tool limits and monitoring

Registry of immutable versions with rollback and run lineage
Streaming, resumable and scheduled runs
A curated catalogue of MCP tools, governed centrally
Human approval can be required before sensitive actions

03 · Run processes · Orion Digital Assembly Line

Agentic Workflows

Long-running processes where agents and people hand off and approve. Processes are defined declaratively, run durably and pause for human decisions — surviving restarts and failures.

Explore Agentic Workflows

Survives failureState is persisted at every step, so a restart or crash resumes the case instead of starting over.

Waits as long as neededA case can pause for hours or days for a person or an external signal, using no compute while it waits.

Safe to retrySteps are written to be repeated safely; retries are visible and governed by policy.

Example process Illustrative

01TriggerTriggerA new item arrives by event, webhook or schedule.
02AgentExtractAn agent reads documents and pulls out structured data.
03DecisionDecideConditions and rules route the case.
04HumanApproveA person reviews and approves, rejects or amends.
05ActionWrite backResults are written to the system of record.
06NotifyNotifyStakeholders are informed; the case is closed.

Visual designer with step palette and validation before publish
More than a dozen step types: agents, decisions, loops, parallel branches, human review
Event, schedule, signed-webhook and API triggers
Versioned definitions — running cases keep the version they started on

Shared Foundation

The power behind every module.

One set of models, tools, identity and cost controls — deployed once, or embedded when you run a single module.

Model gatewayRouting, failover, budgets and usage for every model call.

Tool gateway (MCP)Governed access to MCP servers, APIs and other agents.

Identity & secretsShared identity; credentials injected at the gateway, never in agent definitions.

Cost & budgetsToken and spend usage per model and route, capped by budgets.

Capabilities

What Orion can do.

Six things Orion does for your organisation, from the first answer to the finished process.

Answer

Get cited answers from your own documents, email and data — and a clear “not found” when the sources don’t say.

Knowledge Hive

Delegate

Put AI agents to work on routine tasks, using your tools and knowledge, within guardrails you set.

Agent Hive

Automate

Run multi-step processes end to end. They wait for people, retry on failure and resume after a restart.

Digital Assembly Line

Approve

Bring the right person in at the right moment, with a complete record of every decision.

Digital Assembly LineAgent Hive

Connect

Read from and write back to the systems you already run, safely and with approval.

Digital Assembly LineAgent Hive

Prove

Measure answer quality, trace every run step by step, and track cost by model.

Across the platform

Flexible by design

Models keep overtaking each other. Orion lets you move with them.

CommercialOpenAI · Anthropic Claude · Google Gemini · Mistral · xAI

Open-source, hostedOpen models run for you by a hosting provider

Self-hostedOpen models on your own GPUs or in your data centre

Orion model gateway One governed route to all of them, with budgets

One model, whole platformSimple and consistent

Hybrid, by taskLighter models for routine work, stronger ones for hard reasoning

Trust

Built for governed, regulated work.

Identity, access, privacy and audit are part of the platform — applied to every request and every run, not left to individual agents.

Your data stays yours

Orion runs in your environment. Documents, data and model traffic are not sent to Orion or shared across customers.

The right people see the right content

Sign in with your company identity. Access to documents is denied by default and follows the permissions of the source system, such as SharePoint.

Sensitive data is protected

Personal data is detected and masked on the way in. Guardrails block prompt-injection and out-of-scope questions.

People stay in charge

Sensitive actions wait for human approval, and every decision is recorded. AI never writes to your systems unchecked.

Quality you can prove

Every answer is checked against its sources and scored. Evaluation runs on your own data; every run is traced step by step.

Costs under control

Spend is tracked per model and capped by budgets.

Why not just use a public AI assistant?

You need	A public AI assistant typically	Orion
Data that stays in-house	Sends your content to the vendor’s cloud.	Runs in your environment.
Answers you can verify	Fluent, but often without sources.	Cited, and checked against sources.
Work that gets done	Answers questions, then stops.	Runs processes, with approvals.
Freedom to change	Tied to one vendor’s model.	Your choice of models, one gateway.

Deployment & fit

Fits how you run.

Deployment	A dedicated instance for your organisation, in your own cloud account (AWS, Microsoft Azure, Google Cloud, Oracle Cloud) or data centre.
Models	Three ways to run them: commercial (OpenAI, Anthropic Claude, Google Gemini, Mistral, xAI), open-source models hosted for you, or models you host yourself. Use one across the platform or mix them by task, and change as the field moves.
Your systems	Email and PST archives, SharePoint, file and object storage, databases, and enterprise applications through APIs, webhooks and MCP.
Sign-in and access	Single sign-on with your corporate identity provider. Role-based and document-level permissions.
Channels	Web app and chat, REST / SSE API, and Slack for approvals.
Operations	Tracing, quality scoring, cost tracking and dashboards. Configure through an admin console — no code.

Dedicated instance

A single-tenant installation for one organisation, with its own data, indexes and configuration.

Your cloud account

AWS, Microsoft Azure, Google Cloud or Oracle Cloud Infrastructure, in the region you choose.

Your data centre

On-premises on your own hardware, with self-hosted models for fully private operation.

Use cases by industry

One platform, use cases in every industry.

Pick your industry to see who Orion helps, four use cases and where to start.

Getting started

Explore. Experience. Execute.

From first conversation to production — three steps, one platform.

Explore 01
Choose the use case

A short workshop to explore where AI pays back first: one process or knowledge area, and the systems it touches.
Experience 02
Prove it on your data

Experience Orion working on your own documents and rules, with quality scored — before you commit further.
Execute 03
Run it and expand

Put it into production, then add agents, workflows and more sources on the same foundation, module by module.

See Orion on your own data

Ask for a demonstration or a proof of value.

Start with one process or knowledge area. We prove it on your own documents and rules, with quality scored, before you commit further.

Book a demo Request a proposal