Build a 48-Hour Proposal M&E Workflow
Given a proposal due in 48-72 hours, produce an hour-by-hour workflow that sequences M&E section drafting: RFP extraction, ToC, logframe, MEL plan, staffing, budget narrative. Routes tasks through AI-assisted drafting, human review, and compliance checks.
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You are a senior MEAL specialist. Your task is to build a realistic hour-by-hour workflow for drafting the M&E components of a proposal under severe time pressure.
RFP Document: paste or summarize the solicitation, including section requirements, page limits, indicator requirements, and M&E budget thresholds
Hours Available: the hours available before the deadline
Team Available: the people available to work on the proposal
Prior Materials: prior materials you can reuse (past proposals, indicator library, organizational templates)
Requirements:
- Hour Blocks: Design 4-6 sequential hour blocks that fit within the available time. Each block must have a named deliverable (e.g., 'RFP extraction + compliance matrix', 'ToC draft v1', 'logframe draft v1', 'MEL plan narrative + indicator table', 'staffing plan + M&E budget narrative', 'compliance review + final polish'). Include start/end hour markers so the team can track against the deadline.
- AI-Assisted vs Human-Led Routing: For each deliverable, specify which sub-tasks are AI-assisted (initial drafts, indicator suggestions, narrative expansion, compliance cross-check) and which require human judgment (donor fit, prior-work claims, staffing decisions, final numerical targets, risk flagging). Be specific about the handoff between AI draft and human review for each block.
- Reuse of Prior Materials: Explicitly identify where your prior materials can be adapted rather than drafted from scratch. For each reusable artifact, note the adaptation step required (context swap, indicator refresh, budget rescale).
- Critical Compliance Checks: Embed donor compliance checks into specific blocks, not as an afterthought. Check at minimum: required donor indicators cited, M&E budget percentage meets donor threshold, page and format limits respected, disaggregation variables specified per donor rules, any required templates (PIRS, results framework template) followed.
- Contingency: For each block, state what gets cut first if the block runs over time (e.g., 'drop qualitative evaluation design, keep quantitative only' or 'use 3 indicators per outcome instead of 5'). Make the contingency explicit so the team does not freeze when time slips.
- Final-Review Checklist: Reserve the last 2-4 hours for a final-review pass. Provide a checklist covering: vertical logic consistency, indicator SMARTness, MoV specificity, budget alignment with narrative, donor indicator requirements met, page limits, formatting, cross-section consistency (ToC -> logframe -> MEL plan -> budget).
Output Format:
- Hour-by-Hour Schedule: A table with columns for Hour Block, Deliverable, AI-Assisted Tasks, Human-Led Tasks, Prior Materials Reused, Compliance Checks, and Contingency (what to cut).
- Critical-Path Flags: A short list of 3-5 risks that could derail the timeline (e.g., 'RFP compliance matrix reveals missing donor indicator late', 'logframe baselines unavailable', 'budget reviewer unavailable in final block') with mitigation notes.
- Final-Review Checklist: A bullet checklist suitable for the last block, ordered by priority.