AIDE Development Plan
AIDE will follow a structured, staged development pathway designed to reduce risk, validate assumptions at each milestone, and only expand when the evidence supports progression.
Structured, Low-Risk Development Pathway
AIDE’s delivery model is deliberately phased so that funding, technical work and validation evidence remain aligned. Each stage is intended to answer a specific question before further capital is committed.
The four phases:
1: Proof of Concept (POC)
2: Minimum Viable Product (MVP)
3: Pilot Program
4: Potential Future Expansion
Phase 1 – Proof of Concept (POC)
The POC is intended to test whether accounting-data interpretation can produce useful, plain-English decision support for SMEs.
Key Outcomes:
- Validate one accounting-data access pathway
- Test initial signal detection using accounting data
- Produce sample decision-support prompts
- Confirm foundational architecture
- Identify privacy, data-handling and security risks
- Support the case for Tranche 2 funding
Note:
Begins upon receipt of Tranche 1 funding
Phase 2 – Minimum Viable Product (MVP)
Following the POC, the MVP stage is intended to expand AIDE’s accounting-data interpretation capability into a more structured and testable operating model.
Key Outcomes:
- Develop a structured accounting-data interpretation workflow
- Generate plain-English decision support from accounting signals
- Introduce early alert and prioritisation logic
- Test usability and workflow presentation concepts
- Refine data handling, permissions and security processes
- Validate SME and adviser feedback on practical usefulness.
Note:
Commences following assessment of POC outcomes
Intended to support controlled pilot preparation
Phase 3 – Pilot Program
The Pilot stage would test AIDE in a controlled group of real SME environments, using evidence from the POC and MVP stages to assess practical usefulness, adoption friction and business value.
- Test AIDE with selected SME users
- Assess clarity, usefulness and trust in AIDE outputs
- Gather user feedback to refine workflows and prompts
- Assess onboarding, usability and adoption barriers
- Test intermediary referral and support pathways
- Prepare for broader market-readiness decisions
Phase 4 – Scaled Expansion
This stage would only proceed if earlier validation supports broader development. It may involve expanding AIDE beyond the accounting-first model, strengthening infrastructure, and preparing for wider commercial deployment.
- Assess expansion beyond accounting-data signals
- Explore additional system integrations where justified
- Strengthen technical infrastructure and security
- Refine support and onboarding processes
- Develop channel and partner pathways
- Prepare broader commercialisation options