Research the question.
Verify the authority.
Gotham is designed to help lawyers frame Indian legal questions, locate relevant authority and build source-linked research outputs without treating an AI answer as the end of the analysis.
The operational problem
Legal research is not a contest to produce the fastest confident paragraph. The researcher must frame the issue, identify the governing hierarchy, find relevant authority, check whether it remains reliable and distinguish a holding from a fact-specific observation.
Generative answers become dangerous when they compress that work into unsupported prose. A useful research workflow makes the source trail visible, exposes gaps and gives the lawyer enough context to test each material proposition.
A defensible workflow, step by step
Frame the issue
Separate the legal question, jurisdiction, material facts, procedural posture and relevant date.
Map the authority
Identify governing legislation, binding courts, relevant tribunals and responsible regulators.
Search iteratively
Use concepts, statutory language, citations and factual patterns; record searches that change the theory.
Inspect treatment
Check later consideration, conflicting authority and whether the cited passage is holding, reasoning or dicta.
Synthesize with citations
Build a proposition-led note with pinpoint sources, qualifications and unresolved questions.
Verify and update
A lawyer opens the authorities, validates the propositions and confirms currency before relying on the work.
What to evaluate before you buy
Source coverage
Which courts, tribunals, statutes, subordinate legislation and regulators are covered—and for what dates?
Citation integrity
Does every material proposition lead to an authentic source and the relevant passage?
Authority hierarchy
Can the workflow distinguish binding, persuasive, conflicting and superseded material?
Search transparency
Can a reviewer understand why sources appeared and identify likely blind spots?
Factual fit
Does the output explain the facts and procedural posture that make an authority relevant?
Currency controls
How are amendments, later judgments and regulatory changes detected and communicated?
Where lawyer judgment remains essential
Gotham is a work product and decision-support system—not a substitute for professional judgment. Outputs should be reviewed by a qualified professional with the relevant matter context.
- The correct framing of the question and legally material facts.
- Whether an authority is binding, distinguishable, conflicted or no longer reliable.
- The significance of procedural posture, statutory context and later treatment.
- Whether contrary authority or a relevant regulator has been missed.
- The final conclusion, advice and use of research in a filed or client-facing document.
Prove it in a bounded two-week pilot
Use representative work, a fixed baseline and named reviewers. The objective is not a polished demonstration; it is evidence about whether the workflow improves real work safely.
Design the pilot →Pilot scope
- A bounded research question from a real or closed matter.
- Known authorities and a senior lawyer's expected review standard.
- A fixed cut-off date, jurisdictions and source universe.
Measure
- Material authority coverage and false citations.
- Pinpoint support for propositions and adverse authority discovery.
- Reviewer correction time and usefulness of the final research trail.