Citation model
Responses should point to the specific contract or supporting text used. If the source does not support the answer, that is a product problem.
Trust
ContractIQ is designed around citations, deterministic checks, visible limits, and source-backed issue handling. It is not legal advice and it is not a replacement for union judgment.
Process
The work is not just loading documents into a chat box. Each tenant needs a source package, an authoritative knowledge layer, deterministic checks where the rules allow them, and a way to turn misses into source or eval work after launch.
Start with the contract, side letters, policies, public authorities, and any union-approved guidance that should define the answer boundary.
Structure sources, stable references, rule branches, and deterministic tools so answer behavior is grounded in something inspectable.
Run evals, test representative questions, review edge cases, and tune missing-fact prompts before the site is shared broadly.
Publish the tenant answer site with clear limits, contact paths, analytics posture, and rule tools that match verified behavior.
Reported misses should become source updates, new eval cases, or tool fixes instead of disappearing into a chat transcript.
A user-facing knowledge base may become useful later. The immediate trust feature is the underlying tenant knowledge layer: organized source material, stable references, rule catalogs, and evals that the answer system can rely on.
Posture
Responses should point to the specific contract or supporting text used. If the source does not support the answer, that is a product problem.
Deterministic tools only own branches that have been implemented and tested. Other questions stay in cited-answer or clarification mode.
The safer behavior is asking for dates, timestamps, or assignment facts instead of inventing them.
A reported miss should point to the answer path, the source path, and the fix needed if the issue can recur.
A tenant answer site is bound to that tenant's corpus and configuration. It should not imply coverage for other airlines.
Union reps, contract specialists, and legal counsel remain the arbiters for ambiguous, disputed, or high-stakes cases.
Limits
ContractIQ does not sell itself as full assignment legality, universal airline coverage, or a legal-advice product. Public claims should track implemented behavior and named eval coverage.
When enabled, this site uses GoatCounter page-view analytics. Tenant product data and marketing page views are separate concerns.
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Demo conversations are most useful when they start with the repeated questions your contract team sees.