Capstone: draft a one-page AI RFP for your department
اختتامی پراجیکٹ: محکمے کے لیے ایک صفحے کی AI RFP
40 min read
Three ways to see it
A working one-page RFP has seven blocks. Title and need: one sentence each. Scope: bullet list of what is in, what is out. Functional outcomes: three to five outcomes the system must produce. Non-functional: latency, languages (must include Urdu and at least one regional language), accessibility (WCAG 2.2 AA), security baseline. Inclusion mandates: female participation, PWD accessibility, local capacity thresholds. Evaluation matrix: five legs with weights. Commercial envelope: budget range and term.
Way one to write the title and need: be specific and small. 'AI chatbot for federal ombudsman to triage citizen complaints in Urdu and Sindhi, replacing the current paper-only intake at six regional offices.' That sentence rules in three things and rules out fifty. Vague titles produce vague bids.
Way two: pick three to five functional outcomes that can be measured. Triage 95 percent of incoming complaints to a category in under three seconds. Detect 90 percent of duplicate complaints across the six regions. Produce a daily report in Urdu and English for the ombudsman's office. Each outcome is testable with the data you already have, not a vendor claim that must be taken on faith.
Quick check
Quick check: what makes modern AI different from a rule-based program?
The why-tree
Why-tree level one: why a one-page RFP first? Because it is a forcing function for clarity. Anything that does not fit on one page is not a requirement, it is a wish.
Try this with Claude
AI-edge prompt to try: 'Acting as the head of a Pakistani federal IT division, draft a one-page AI RFP for the use case I describe. Include all seven blocks, lock the evaluation matrix to weights I supply, and mandate Urdu plus one regional language, female participation, and PWD accessibility as hard thresholds.' Edit before issuing.
Sources
Sources and further reading. MoITT, NAIAI tender documents 2026 as worked example. PPRA Rules 2004 and recent amendments. World Bank, AI Procurement in a Box. UK Crown Commercial Service AI frameworks. UNDP Pakistan, women in tech procurement clauses guidance. WCAG 2.2 specifications (w3.org/TR/WCAG22). Transparency International Pakistan, procurement integrity papers.