MOTIVATION LETTER Manual Ventures invests in early-stage companies with predictable revenue models and clear growth trajectories. My venture, psyche-twin, fits that mandate directly. It is a typed, multi-scale knowledge-graph architecture for personalized mental health, built on an append-only event log that fuses evidence streams from LLM-derived analysis, standardized assessments, behavioral data, and clinical documents. Disagreement between streams becomes an explicit graph edge rather than being averaged away, which means the system surfaces contradictions in a patient's self-report instead of hiding them. That design choice is the core differentiator. The technical foundation is complete. The architecture is implemented, the evidence-fusion layer is functional, and the conversational interface generates responses grounded in the graph's current state. I am a licensed pharmacist with a B.Pharm from the University of Ibadan and am enrolled in the M.Sc. Digital Health program at Hasso Plattner Institute / University of Potsdam. My computational research spans addiction neuroscience, protein ML, and dynamical-systems methods, including a Bayesian-calibrated ODE model of reward-memory encoding with all five pre-registered hypotheses confirmed, and a protein-language-model system predicting drug-resistance mutations with AUROC 0.804 on the Platinum benchmark. That mix of clinical training and quantitative rigor is what Manual Ventures needs in a founder building a mental-health platform. What I need from Manual Ventures is non-dilutive funding in the range of 50,000 to 100,000 USD to run structured pilot deployments with two Nigerian university counseling centers and one telehealth provider. The use of funds is specific: pilot coordination, IRB and data-governance compliance, and infrastructure scaling for concurrent multi-user sessions. The revenue model is B2B licensing to clinics and wellness providers, with a per-seat monthly fee and an enterprise tier for institutions that want on-premise deployment. Revenue-based repayment fits this model because the platform's cash flows are predictable once pilots convert to paid contracts. Manual Ventures' focus on revenue-based growth capital aligns with where psyche-twin is now. The product is built. The next step is pilot data, and pilot data requires capital. I am asking for growth capital to convert a working system into a revenue-generating product, not for a research grant. CHECKLIST - [ ] Verify Manual Ventures' current investment criteria and check size on their website before submitting - [ ] Confirm the correct contact person for cold outreach via LinkedIn or the Manual Ventures team page - [ ] Prepare a one-page pitch deck PDF summarizing psyche-twin's architecture, current build status, and revenue model - [ ] Prepare a financial projection table showing monthly recurring revenue scenarios at 3, 5, and 10 pilot-to-paid conversions - [ ] Draft a pilot agreement template for the two Nigerian university counseling centers and one telehealth provider - [ ] Confirm IRB requirements for pilot deployments in Nigeria and Germany - [ ] Verify the M.Sc. Digital Health enrollment status at HPI/Potsdam for the Winter Semester 2026/27 - [ ] Insert specific names and contact details for the pilot partner institutions - [ ] Insert specific monthly recurring revenue targets and current user counts if any exist - [ ] Insert any existing letters of intent or partnership commitments from pilot sites EDITOR NOTES - Eligibility risk: Manual Ventures typically funds incorporated startups with existing revenue. psyche-twin has no revenue yet. The letter frames pilots as the path to revenue, but the applicant should confirm whether Manual Ventures funds pre-revenue companies or requires a minimum MRR threshold. If they do require revenue, this application should be repositioned as a pilot-grant request or the applicant should identify an alternative revenue-based funder with earlier-stage tolerance. - Fact verification needed: The profile lists psyche-twin as an active research line but does not state whether any pilot deployments, user testing, or partnership conversations have occurred. The letter claims the system is "built" and "functional," which is consistent with the profile, but the pilot partners named in the letter are not in the profile. The applicant must confirm these partnerships exist or replace them with real institutions. - Gap to fill: The letter states a funding ask of 50,000 to 100,000 USD but does not break down costs. The applicant should prepare a simple budget table (pilot coordination, compliance, infrastructure) to back the ask. Manual Ventures' selection criteria emphasize a clear use of funds, and the letter currently asserts specificity without showing the numbers. - Gap to fill: The profile mentions "early traction" as a recommended angle, but no traction metrics exist in the profile. The applicant must insert any real user counts, pilot results, or partnership commitments. If none exist, the letter should be revised to lead with the technical completion and the pilot plan rather than implying traction that is not there. - Tone check: The letter avoids the banned phrases and opens with the programme's focus rather than self-introduction. The first-person voice is specific and factual. The closing paragraph directly ties the ask to Manual Ventures' revenue-based model, which matches the selection criteria. The main risk is overstating readiness, so the applicant should review the pilot-partner claims before sending.