Products
The same IPSAS systems Gregg uses — available to your ministry.
Two web-based products built for public sector finance teams in developing countries. Low-bandwidth friendly, ESL-aware, and licensed by organisation.
Product 01
IPSAS Drills
Build the reflexes. Close the books faster.
Short, focused practice questions tuned to the situations your team will actually face — opening balances that won't reconcile, donor grants under IPSAS 23, GFS mapping with a chart of accounts that wasn't designed for it. Built from current implementation work in a Pacific Treasury, not from a textbook.
See IPSAS Drills →What is included
- 110+ drills across accrual, cash-basis, and shared content
- Graduated by difficulty and tagged to the standard
- Organised around real implementation pain points
- Solomon Islands jurisdiction overlay (more jurisdictions on request)
- Team progress dashboard for the lead accountant
- Usage caps with inheritance (user → subgroup → org → unlimited)
- 14-day free trial, no card required
- Certificate on 70% pass, with verifiable URL
Licensing
Product 02
IPSAS Desk
The technical reference desk for teams without one.
Ask any IPSAS question in plain English. Get a sourced answer with the exact paragraph citation, written so it can go straight into your working papers. Built specifically for IPSAS — not IFRS with public-sector content bolted on.
See IPSAS Desk →What is included
- Plain-English questions; paragraph-cited answers from the IPSAS source
- Context-aware — jurisdiction, entity type, reporting basis per conversation
- PDF document upload (up to 4MB) for transaction-specific questions
- Working-paper export format on Firm and above
- Customised plans add your local statute and regulation
- Conversation history saved for audit reference
- Daily + rolling 7-day token caps (cost controlled)
- Admin-configurable LLM routing via OpenRouter
Licensing
FAQ
Common questions
- Who is this for?
- Ministries of Finance, national treasuries, and audit offices adopting or already using IPSAS. Jurisdiction overlays available for Solomon Islands; others on request.
- How is user data protected?
- Row-level security on every table. Org admins see only their org. Correct answers are never returned to the browser — answer-checking runs server-side with a service role key.
- Does the advisor hallucinate citations?
- The advisor cites only paragraphs retrieved from the IPSAS knowledge base. Citations can be hovered to see the source text. If no paragraph is found, the advisor is instructed to say so rather than guess.
- What LLM does the advisor use?
- Routed via OpenRouter: DeepSeek R1 for primary reasoning, Gemini 1.5 Flash for citation verification, GPT-5-nano for summaries. Admins can change the model per task.
- Is my org's data used to train any model?
- No. Conversations are stored in your org's Supabase tables only. No data leaves the hosting infrastructure for model training.
Next step
Pilot programme is open.
Eligible ministries get a 14-day pilot with full access to both products. Send a brief and Gregg will respond within two working days.
Start a conversation