Lore
Lore's pitch is narrower and more honest than most 'company brain' tools: start from the documents you already have, get answers with receipts, and put agents on the recurring jobs. Pricing is unusually legible for the category — real numbers, real limits, a no-card trial. It is also expensive per head, and the operator is a consultancy rather than a software company with a support org behind it.
Pros
- Publishes hard limits per plan: pages, active agents, agent runs and audit retention
- External guests and client logins are free rather than billed as seats
- Nine quick-start kits give the upload step a concrete target instead of a blank library
- Pro's 14-day trial needs no card; Enterprise offers SSO, a HIPAA BAA and a 99.9% SLA
Cons
- No free tier at all — the cheapest real usage is $99 per seat per month
- Business auto-charges on day 15 of its trial and does require a card
- Built and run by a consulting firm, so support depth and roadmap are tied to their client work