Impact Study — FY26

Compliance knowledge,
Instantly usable.

Enabled a leading HVAC and building services industry association, representing 130+ member companies in a highly regulated, safety-critical sector, to improve productivity through instant access to critical knowledge.

View impact resultsHow it works
Industry
Manufacturing
Company Size
130+ SME companies
Delivery Model
Phased AI platform rollout (FY26)
About the Company
The organisation supports a distributed network of SMEs operating in a highly regulated environment. While extensive compliance standards, templates, and guidelines exist, members face challenges in accessing, interpreting, and applying this knowledge efficiently in real-world scenarios. 

Impact Metrics

Measurable Business Impact

Delivering measurable improvements in efficiency, cost savings, and operational performance.

20X

Direct feedback from the factory floor to the boardroom ensuring practical utility.

48,100

Reduced search time and faster proposal generation leads to immediate ROI.

The Challenge

The knowledge existed. Access didn't.

Fragmented knowledge

Compliance standards scattered across PDFs, SharePoint, and manuals with no unified access.

Manual interpretation

Every query required expert intervention. 100% of responses handled manually, creating bottlenecks.

Document burden

SWMS, toolbox talks, and compliance reports took 2–4 hours to create with inconsistent quality.

Scaling constraint

Growing the service meant growing headcount. Serving more members was not economically viable.

The Solution

From static content to intelligent service.
A centralised AI knowledge layer ingests all compliance standards, templates, and guidelines — making them available as instant, cited answers and auto-generated documents, 24/7, at no additional staffing cost.
AI chat interface
Document generation
Source citations
01.
Centralised knowledge ingestion
All compliance standards, templates, and manuals ingested into a single AI-searchable layer.
02.
Conversational AI interface
Members ask questions in plain language. Answers include source citations and industry-specific context.
03.
Context-aware document generation
SWMS, toolbox talks, and reports generated from job/site inputs using approved templates.
04.
Continuous feedback loop
Usage analytics and member feedback drive ongoing platform improvement.
For HVAC contractors, compliance is critical but often overwhelming.
 Aether provides instant, reliable guidance—removing guesswork, ensuring safety, and reducing the burden on businesses.
Daniel Wright
CEO

Performance data

Measurable outcomes

Metric
Before AI
After AI
Improvement
Query response time
30–60 minutes
Under 10 seconds
95–98% faster
Document creation time
2–4 hours
10–20 minutes
80–90% reduction
Manual query handling
100% of queries
Under 30%
70% automated
Error and rework rate
15–25%
Under 5%
70–80% reduction
Daily time spent searching
1–2 hours/day
Under 20 minutes
60–80% reduction

Phase

Three phases to an AI operating layer.

Delivered
FY26 — Complete
Phase 1
Technician Assist
  • AI chat interface rollout
  • Document generation for SWMS and toolbox talks
  • Member feedback and analytics capability
In progress
3–6 months
Phase 2
Document Automation
  • Expanded templates and use cases
  • Integration with CRM and member systems
  • Advanced analytics on usage and trends
Future vision
12+ months
Phase 3
Compliance Assist
  • ISO certification guidance and tracking
  • Member-specific compliance workspaces
  • Predictive compliance insights
  • AI-driven tender readiness

Transform How Your Teams Access Knowledge

Aether connects your systems and makes operational knowledge instantly accessible across your organisation.

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