Smart Merge
Not dedup. True conflict detection across requirement sets with group-by-group differences. Catch contradictory requirements before they become change orders.
Consolidation is where scope governance breaks
An enterprise implementation absorbs requirements from everywhere: the signed SOW, client specs, discovery notes, compliance checklists, legacy docs, and late stakeholder emails. Each source arrives in its own format with its own assumptions. A PM consolidates them manually — and subtle conflicts only surface months later when two teams built to contradictory specifications.
Exact-text dedup catches identical titles. It misses "session timeout: 15 minutes" vs. "auto-logout: 30 minutes" — same concept, different constraint. Multiply that across 500 requirements and you're discovering scope gaps in phase review, not during consolidation when fixing them costs nothing.
Semantic conflict detection — not string matching
Smart Merge reads requirement semantics to identify where two or more collections disagree, overlap, or leave gaps. The AI groups related requirements by topic and functional domain, then surfaces three categories of findings.
- Conflicts — same function with incompatible constraints — including equivalence across different wording, with suggested resolutions.
- Overlaps — sources that agree but differ in detail — AI suggests which version to carry forward.
- Gaps — topics present in one source but absent in another — including signed SOW scope that never became testable requirements.
Scope governance from day one
- Semantic conflict detection — understands equivalence across different wording and compares constraints, not just similarity scores.
- Group-by-group comparison — every merged item keeps source provenance back to the originating document(s).
- AI-suggested resolutions — drafts merged requirement text — not just "here's a problem, figure it out."
- Early change-order signals — SOW topics with no implementation detail are flagged before they become disputes.
- Merge audit trail — keep, discard, modify, and defer decisions are logged with timestamp and user.
Conflict detection that understands meaning
Issue cloning and VLOOKUP scans find duplicates. They do not catch contradictory assumptions, scope drift between source documents, or requirements that sound different but describe the same thing with incompatible parameters.
Catch conflicting requirements before they become change orders
Merge your first requirement set and see conflicts, overlaps, and gaps in one pass.