| New packages do not have direct historical product-package sales history. | transcript-backed from new_recording_39 | Use as caveat in Executive Outline and model. |
| Breakfast/sponsor activity is demand pre-validation. | transcript-backed from new_recording_39 | Use only after invoice/BOM/pricing tie-out. |
| Database/RAG, customized reports, premium workflows and optional API access are valid product direction. | transcript-backed from new_recording_39 | Use as product roadmap, not immediate 2026 revenue overclaim. |
| EUR1m should fund capacity, community management, content, graph/relations, source index, customer rooms and proof conversion. | transcript-backed from new_recording_39 | Use in round ask and use-of-funds narrative. |
| Munich university pool / university helper layer. | prior deck-source + MC-source; no direct May 11/May 13 transcript hit found | Use as team/org capacity assumption with source caveat; tie out before investor-grade claim. |
| Members contribute content against perks / priority. | transcript-backed from May 11 | Use as curated-member engagement and margin-support mechanic; requires editorial/review policy before operating. |
| Bits & Bretzels own defense arena / Bits Defense. | transcript-backed from May 11 | Highlight as established external-event validation and first larger external team event; include cost/pre-financing gate. |
| Venue/format sell-out within roughly 2+ weeks. | team-source / MC 26_0515 operator clarification | Use as working-capital velocity assumption, not as closed revenue. Validate with named venue capacity, package price list, sponsor/member pipeline and deposit timing. |
| 2026/2027 max 1,000 members including free and military quota. | MC 26_0515 operator instruction | Controlling model assumption. |
| Media services earliest Q4 2026. | MC 26_0515 operator instruction | Controlling model assumption. |
| Incubation max 0.2x in 2026/2027. | MC 26_0515 operator instruction | Controlling model assumption. |