# ThirdEye AI demonstration query guide

All examples and outputs are fabricated. Each query uses a controlled series of steps rather than a single prompt.

1. **Depreciation recomputation**  
   **Sample query question:** Recompute depreciation for every asset using the approved useful life and method. Compare the result with the amount recorded and list differences above ₹10,000.  
   **Prompt steps:** Confirm policy, validate the register, recompute, compare and explain exceptions.

2. **Inventory purchase price variance**  
   **Sample query question:** Compare item-wise purchase prices for Q1 FY26 against Q4 FY25 and Q1 FY25. Highlight movements above 8% and show vendor, volume and the approved industry benchmark.  
   **Prompt steps:** Map items, normalise units, calculate QoQ and YoY variance, apply the 8% rule and add approved benchmark context.

3. **Sales price variance**  
   **Sample query question:** Calculate product-wise and customer-wise sales price variance for Q1 FY26 against Q4 FY25 and Q1 FY25. Flag movements above 10% and compare with the approved market benchmark.  
   **Prompt steps:** Validate sales data, group transactions, calculate variance, apply the threshold and draft review points.

4. **Manual journal analysis**  
   **Sample query question:** Analyse the annual journal extract. List entries on national holidays, the users posting the highest value and volume, round amounts, weekend postings and Benford exceptions.  
   **Prompt steps:** Validate the population, run date and value rules, rank posters, perform Benford screening and prepare exceptions.

5. **Document synopsis**  
   **Sample query question:** Prepare a concise synopsis of the agreement. Show key dates, obligations, financial clauses, termination terms and audit-relevant points. Link every point to its source page.  
   **Prompt steps:** Read sources, identify clauses, cross-check amendments, draft the synopsis and link pages.

6. **Technical memo drafting**  
   **Sample query question:** Prepare a technical accounting memo on the treatment of the contract modification. Use the approved guidance, list the facts considered, show the analysis and clearly mark matters requiring professional judgement.  
   **Prompt steps:** Retrieve approved guidance, extract facts, map facts to guidance, draft and mark professional judgement.

7. **Leadership presentation preparation**  
   **Sample query question:** Prepare a leadership presentation from the approved findings. Show the issue, evidence, financial exposure, management response and required action without adding unsupported conclusions.  
   **Prompt steps:** Confirm approved findings, group themes, calculate totals, draft the story and prepare a review copy.

8. **Statutory dues delay analysis**  
   **Sample query question:** Compare statutory deductions, due dates, ledger postings and bank payment dates. List delayed deposits, days delayed and amount. Do not provide a legal conclusion.  
   **Prompt steps:** Match sources, validate totals, calculate delay, reconcile payment and prepare exceptions.

9. **Scrap sales trend and price variance**  
   **Sample query question:** Analyse scrap sales by material, vendor, plant and month. Compare price and volume trends, identify outliers beyond 12% and show the impact against the median vendor price.  
   **Prompt steps:** Reconcile quantity, normalise units, calculate the median, identify outliers and estimate the indicative impact.

## Common control

ThirdEye AI prepares the output. The audit professional checks the source, calculation and context. The manager approves. Authorised professionals retain the final conclusion.