Our app tries the gruntwork of a clerk who's trying to crosscheck and reference the rules for every plot owner trying to develop something
Humans are generally very good in all the tasks that we can think of , but the intelligence degrades very quickly when its constrained by something. The problem statement discusses one such problem which is of understanding of land rule related query of the consumer by the clerk/engineer and then manually tallying it across a 105 row table while being constrained by time and also being prone to manual errors , which can drastically increase the wastage of manpower and time. Also petty tasks like this can unnecessarily waste the time of the employee or increase billable hours for an engineer.
How Claude was used
We tackle the problem by building superfast (cerebras based) a no-math, completely verifiable (hallucination guarded) query-to-deliverable system along with multiple redundancies for failures and multiple edge case scenarios' for the only goal of giving factually correct information for the user's query if and only if related to the ruleset and the scope of the pdf. It would not create any new rule , make a false scenario or try to interpret the rules in such other way and it would outright reject to answer if its too irrelevant.