Welcome to River Community
Pre-built AI workspaces, documents, agents, and creative packs. Pick one, brief the AI, and start working in minutes.
NIH Grantwriting
Prepare R01, R21, P01, K award, training grant, instrumentation, and SBIR/STTR applications in a guided River workspace. Choose your mechanism, answer a few project questions, and River builds the right set of documents, checklists, and folders.
A full R01 workspace: Specific Aims, Research Strategy, biosketches, budget, justifications, and a deadline timeline.
TODO: domain expert review — DMS Plan draft, dataset inventory, repository plan, and sharing timeline for NIH-funded res…
TODO: domain expert review — NIH RPPR outline, milestones tracker, and publications list for annual grant reporting.
TODO: domain expert review — Specific Aims, innovation plan, budget justification, and submission checklist for NIH SBIR…
Science & Labs
Grant applications, IRB protocols, data management plans, and manuscript packages. Pre-built workspaces for the full research lifecycle.
A full R01 workspace: Specific Aims, Research Strategy, biosketches, budget, justifications, and a deadline timeline.
From the working draft to a journal-ready submission. Cover letter, figures, supplementary, and journal target list.
Address every reviewer comment systematically. A working space for revisions, rebuttal letters, and tracked changes.
A working bench for a literature review. Source matrix, themed notes, and a structured draft.
TODO: domain expert review — DMS Plan draft, dataset inventory, repository plan, and sharing timeline for NIH-funded res…
TODO: domain expert review — IACUC protocol outline, 3Rs justification, and submission checklist for animal research.
Real Estate
Pro formas, capital stacks, diligence packages, and deal workspaces for developers, investors, and operators.
Underwrite a ground-up development. Hard costs, soft costs, financing, lease-up, and reversion modeled in one Space.
Underwrite raw land. Yield, residual value, entitlement risk, and price defense — together.
Layer senior debt, mezz, preferred and common equity into a defensible capital stack — with the math behind every layer.
Land development plus vertical construction in one model. Lots, hard costs, draws, sales pacing, and returns.
Monthly cash flow that ties land dev, vertical construction, draws, and sales — in one rolled-forward model.
Plan and track every draw on a construction loan: budgeted vs. actual, interest reserve, equity timing, and lender requi…
Startups
Fundraising data rooms, investor decks, SaaS metrics dashboards, and operating workspaces for founders and early-stage teams.
A clean, organized data room investors can actually skim. Numbers, narrative, legal, and product — by section.
Build a defensible investor deck. Narrative, slide outline, supporting evidence, and a working draft — together.
A monthly update that writes itself from your metrics. KPIs, wins, asks, and lowlights — every time.
One canonical home for ARR, MRR, NRR, churn, gross margin, CAC payback, burn, and runway. The number you actually trust.
Decompose churn by cohort, segment, and reason. A working analysis with an investor-grade narrative.
A 12-slide deck for raising your next round. The AI plays the role of a partner-grade pitch coach, slide by slide.