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Custom AI Systems for Complex Businesses

Yourbusinessistoocomplexforoff-the-shelfAI

We build AI systems that run your
operations 

We audit your operations, build custom AI systems, and deploy them into your actual tools and workflows. Not demos. Real systems that cut costs and reclaim hours.

Built for complex operations across

The gap between AI platforms and AI that works inside your business

The reality

  • Clean demos that break on your actual data
  • AI tools your team tried once and abandoned
  • Platforms that can’t connect to your legacy systems
  • Months spent on proof-of-concepts that proved nothing

Our approach

  • Start with your operations, not a product pitch
  • Map your actual workflows and data sources
  • Build AI that integrates with what you already use
  • Train your team until the system is theirs

That gap is our entire business.

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Every system is different because every business is different. These are the patterns we see most.

AI Audit & Roadmap
We assess your operations and deliver a prioritised roadmap showing where AI creates measurable returns. Standalone — no commitment to build.
Intelligent Document Processing
Automate extraction, classification, and routing of proposals, compliance docs, and reports. Stop copying data between systems.
Institutional Knowledge Systems
Turn decades of project history, SOPs, and tribal knowledge into an AI your team can query. New staff get up to speed in days, not months.
Custom AI Agents
Purpose-built agents for due diligence, onboarding, scheduling, and reporting. Your business logic, not generic prompts.
Legacy System Integration
We connect AI to your existing CRM, ERP, databases, and internal systems — no matter how messy the plumbing.
Workflow Automation
End-to-end automation of multi-step processes. Connect your tools, eliminate handoffs, add AI where it matters.

Our process is simple

Three phases. Complete transparency. Tangible results.

01

Audit

We map your workflows, assess your data, and identify the highest-impact AI opportunities. You get a clear report: what’s worth building, what it costs, and what to expect.

2-4 weeks
Deliverable:AI Opportunity Report with prioritised roadmap
02

Build

We architect and build a custom system integrated with your actual infrastructure. Every component is tested against real data and real edge cases before it touches production.

4-12 weeks
Deliverable:Production-ready system, deployed and documented
03

Embed

We train your team, monitor performance, and iterate until the system delivers against agreed KPIs. We don’t hand off and disappear — we stay until it works and your team owns it.

Ongoing
Deliverable:Measurable operational improvement + monthly reporting

Real systems. Real results.

Wellness & Retreats

Aro Ha — Voice AI Platform

Challenge

Guest communication across 50+ touchpoints required manual handling. Staff overwhelmed by repetitive inquiries during peak seasons.

Solution

Custom voice AI assistant with natural language understanding, integrated with booking, CRM, and operations systems. Handles inquiries, bookings, and follow-ups autonomously.

Result

70+ components built. Full AI-native platform in production.

Construction & Engineering

Powerhaus — Quoting Automation

Challenge

Manual job quoting taking 4+ hours per project. Inconsistent pricing and slow turnaround losing bids.

Solution

AI-powered quoting pipeline with document processing, pricing intelligence, and automated proposal generation integrated into existing project management tools.

Result

Quote time reduced from 4 hours to 15 minutes. Zero pricing errors.

Professional Services

Plan for Tomorrow — AI Operations

Challenge

Disconnected tools, manual reporting, and no unified view of operations across multiple service lines.

Solution

Custom AI operations dashboard with automated reporting, intelligent alerts, and workflow automation connecting existing systems.

Result

10x operational efficiency. Data-driven decisions in real-time.

What we've built

Real systems, real clients, real results.

About Nebula

Built by an engineer, not an agency.

I'm Oliver Hart. I started Nebula because I kept seeing the same problem: businesses buying AI platforms they couldn't implement, and agencies delivering prototypes that never made it to production. We work with companies that have real operational complexity — messy data, legacy systems, processes built over decades — and we build AI that actually fits.

10+

Years in Automation

6+

Years in AI

4

Industries Served

100%

Systems in Production

Preview 1
Preview 2
Preview 3
Meet the team behind Nebula

Common questions

Everything you need to know before getting started.

Find out where AI creates real value in your business

Book a free discovery call. We'll map your operations, identify the highest-impact opportunities, and give you a clear roadmap — whether you build with us or not.

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Nebula

AI assistant

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