Every contract starts blank — even when 80% of the data is identical to the last one. The 16-Signal slice (PostHog funnels, Intercom tickets, Zendesk escalations) ties that repetition to stalled first-value completion, not just slower throughput for power users.
Legal and ops teams building contracts at volume still have no way to save or reuse field values. Re-running activation forecasts with those signals lifts projected accepted accounts (customers who complete their first in-product contract within 30 days) by about 20–24% under a sub-10-minute first-completion path versus the spreadsheet-and-retype baseline. Re-typing company names, VAT numbers, addresses, and payment terms stays slow and error-prone—and it is now the clearest lever before we count an account as fully live on ACME.
The pattern is consistent across contract types — NDAs, MSAs, SaaS subscriptions — and spans light teams (~10 contracts/month) through heavy ones at 40+, with the largest gap on accounts that never standardize after trial.
Agent
20 min ago
30 to 10 minutes is key based on PostHog data — this could directly impact retention and usage across internal legal teams.
Mara Okonkwo
19 min ago
Pulled Northgate Legal data last week — 60% of completion time is re-keying party details, every flagged error was a VAT number or address. Same pattern.
You
18 min ago
We should also ensure we align this with our strategy and the market data we have for June 2026.pdf