AI Agents · Orion Agent Hive

AI agents that do the work — within guardrails you set.

Delegate the checking, looking-up and drafting. Keep the decisions.

Build, version and run AI agents that use your tools and your organisation’s knowledge. Every agent is a governed, versioned definition that Orion runs reliably and records in full — on your infrastructure, with the models you choose.

  • Versioned & reversible
  • Tools via MCP
  • Human approval built in
What agents do

The routine work behind every decision.

Most enterprise work starts with someone finding, checking and drafting before a decision is made. Orion agents take that part on — using the same tools and knowledge your people use — and hand the decision back.

Research and answer

Searches your knowledge and tools, reasons over the results, and returns a cited answer.

Extract and validate

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

Triage and route

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

Compare and draft

Compares documents or versions side by side and drafts the summary, reply or report for review.

Examples

Agents at work across the enterprise.

Examples of tasks organisations give Orion agents. Each one starts small, with a person reviewing the result.

Banking

Check a credit file against policy

Reads the application pack, checks each item against current credit policy, and lists the gaps for the credit officer.

Insurance

Extract and cross-check a claim

Pulls claim details from forms and attachments, compares them with the policy wording, and flags mismatches.

Manufacturing

Match orders, deliveries and invoices

Lines up the purchase order, delivery note and invoice, and drafts the exception note when they disagree.

Logistics

Triage the shared inbox

Classifies incoming customer emails, drafts sourced replies from past cases, and routes the rest to the right desk.

Retail & FMCG

Compare supplier quotes

Reads quotes and trade terms side by side and drafts a comparison for the buyer, with every figure linked to its source.

IT operations

Answer and route service requests

Answers routine questions from runbooks and procedures, and opens a ticket with the right context when a person is needed.

Illustrative examples.

How an agent is built

Defined, versioned and run as a governed service.

What an agent is made of

InstructionsIts role, goals and rules
ModelThe model you choose for the job
ToolsYour systems and APIs, from a governed catalogue
KnowledgeKnowledge Hive, your Corporate Brain, under the caller’s access
GuardrailsWhat it may and may not do, with approvals where needed

Reliable by design

Agents run as managed services. Work picks up where it left off after an interruption, and scheduled jobs run exactly when planned.

Start from a template

Ready-made starting points for checking, comparing, triaging, extracting and drafting, so most agents are configured, not coded.

Grounded in your knowledge

Agents that know your business.

Agents retrieve from Knowledge Hive, your Corporate Brain: the same cited, permission-aware knowledge your people ask. They only see what the person or process that called them is allowed to see.

How Enterprise Knowledge works
AskAgent needs a facte.g. the current limit for a product, or the clause that applies.
RetrieveUnder the caller’s accessOnly documents the caller may see are searched.
ActWith a cited answerThe source travels with the result, so a reviewer can check it in one click.
Governed by default

Every agent accountable, every run on record.

Versioned and reversible

Every agent is versioned, with rollback, and each run records what it used.

A governed tool catalogue

Agents use only the tools you approve, with permissions managed centrally.

Approval before sensitive actions

Tool use is monitored, and a person can be required to approve anything sensitive.

Cost under control

Spend is tracked by model, and budgets cap it.

For the enterprise

Enterprise agents, on your infrastructure.

Orion is made for organisations where IT, security and risk teams have to sign off. The controls they ask about first are part of the platform.

AWSMicrosoft AzureGoogle CloudOracle Cloud (OCI)Your data centre
Security & governance in depth
  • Dedicated instanceSingle-tenant, for your organisation only — in your cloud account or data centre.
  • Your identity providerSingle sign-on with Microsoft Entra ID, Active Directory, Okta and other OpenID Connect / SAML providers.
  • Document-level accessDenied by default, mirrored from source systems such as SharePoint, enforced on every question.
  • Full audit trailEvery answer, agent run and approval traced — exportable for audit and AI-governance reviews.
  • Works with your estateOn top of email, SharePoint, ERP and core systems through APIs, events and MCP. No rip-and-replace.
  • Cost under controlSpend tracked per model and capped by budgets, with lighter models for routine work.
Start with one task

Put your first agent to work on a real process.

Pick one routine check or draft. We build the agent on your documents and tools, with a person reviewing every result, before you widen it.