The Nexoraa platform

A single platform for putting AI to work across the enterprise.

Five layers operate as one system: staying in control, executing the work, drawing on your organisation’s knowledge, keeping people in charge of critical decisions, and maintaining a complete record. Built for organisations that need AI to do work, not simply respond.

Design Principles

How Nexoraa is designed.

Principle 01

Oversight is built in, not added on

Your policies, permissions, change history, and audit records apply to everything the AI does — automatically. Nothing operates outside your control.

Principle 02

Every agent is properly managed

Each AI agent has a defined role, scoped permissions, and a version history. You deploy, monitor, roll back, and retire them the way you would any production system.

Principle 03

Firm rules where they matter, judgement where it helps

Steps that must follow exact rules always do. For the more nuanced decisions, the AI applies judgement — and escalates to a person whenever its confidence is too low.

Platform Architecture

The Nexoraa Platform.

Nexoraa is a five-layer platform. Each layer addresses a distinct enterprise concern, and all five operate as one cohesive system.

01

Control and governance

Your policies, always enforced.

  • Define what each agent is permitted to do
  • Manage every agent from draft to production to retirement
  • Version control, rollback, and approval workflows
02

Execution

AI agents working in concert.

  • Break work into steps and coordinate it across agents
  • Run on a schedule or in response to events
  • Operate across the systems you already run, from finance to CRM
03

Knowledge and context

Grounded in your own information.

  • Retrieves the right information from your documents and data
  • Understands how information connects, not just keywords
  • Retains relevant context so it does not start from scratch each time
04

Human oversight

Your people make the key decisions.

  • Route critical steps to the right approver
  • Escalate anything unusual to a person
  • Defer to a human whenever confidence is too low
05

Visibility and audit

A complete, verifiable record.

  • A full record of every step and the reasoning behind it
  • Secure, tamper-evident logs
  • Cost, speed, and quality tracked for every workflow
Cross-cutting Capabilities

Capabilities that span every layer.

Haluvance

Our built-in enforcement layer. It checks every sensitive action against a signed contract before it runs, blocks anything unauthorized, and keeps tamper-proof proof of every decision.

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From documented process to live workflow

Upload the document that describes how a process runs. Nexoraa breaks it into clear steps, identifies the decision points, and proposes how AI could run it — turning your procedures into a working, governed workflow.

Works with your existing AI investments

Bring AI agents built elsewhere and run them inside Nexoraa — under its full oversight and assurance — without rebuilding them from scratch.

Detailed Capability Inventory

Capability inventory.

A complete listing of platform capabilities. Each is independently versioned, separately governed, and individually observable.

Agent Lifecycle

5 platform capabilities

JSON-based agent creation

Define agents declaratively, including model, tools, memory, policy, and prompts. Enables infrastructure-as-code style deployment.

Agent registry

Centralised catalog storing agent metadata, versions, environment mapping, and deployment status.

Agent versioning

Every agent modification tracked with version history and change metadata.

Agent rollback

Revert to any previous stable agent version instantly.

Workspace audit log

Tracks changes across agents, datasets, tools, and plugins, with user identity and timestamp.

Prompt Management

3 platform capabilities

Prompt management module

Centralised prompt catalog for reusable system, task, and domain prompts.

Prompt versioning and rollback

Every prompt change is tracked and can be restored to a prior approved version.

Prompt promotion flow

Move prompts through draft, review, approval, and production with audit retained.

Multi-Workspace and Tenancy

4 platform capabilities

Multi-workspace architecture

Separate teams, domains, and environments while retaining common platform governance.

Enterprise isolation controls

Isolate data, tools, agents, and policies per workspace and tenant boundary.

Role-based tool governance

Control who can invoke tools, approve tool use, and promote tool-enabled agents.

Plugin governance

Register, approve, monitor, and revoke plugins under enterprise policy.

Knowledge and Retrieval

4 platform capabilities

Hybrid search and reranking

Combine lexical and vector retrieval, then rerank against workflow context.

Secure RAG authentication

Authenticate retrieval calls and enforce permissions before context is exposed.

Document-level RAG access control

Prevent retrieval of documents the user or agent is not permitted to access.

Memory module

Multi-tier memory captures operational patterns, preferences, and workflow state.

Execution

4 platform capabilities

Multi-agent orchestration

Coordinate specialist agents across one governed execution path.

Checkpoint and resume execution

Persist state so interrupted workflows can resume without restarting.

Deterministic execution module

Run mandatory rules as deterministic checks where policy requires them.

Framework-neutral agent support

Run agents across supported frameworks without locking governance to one runtime.

Document Intelligence

3 platform capabilities

OCR module

Convert scans and PDFs into machine-readable operational documents.

Intelligent document extraction

Extract structured fields, entities, and relationships from unstructured content.

Structured tool abstraction layer

Expose document actions as governed tools with typed inputs and outputs.

Observability and Cost

3 platform capabilities

LLM observability

Trace model calls, prompts, retrieved sources, outputs, and validation outcomes.

Cost governance module

Track token usage and operating cost by workspace, workflow, model, and agent.

SOP Builder

Convert standard operating procedures into reviewable workflow definitions.

Enforcement and Assurance

3 platform capabilities

Signed contracts

A human-approved contract defines exactly what each agent is allowed to do.

Runtime enforcement gateway

Every sensitive action is checked against the contract before it runs; agents hold no credentials.

Tamper-proof audit ledger

Every decision is recorded before the action runs — proof that survives audit.

Bring one workflow. We will map the platform layers against it.