What happens in the sprint Week 1: workflow mapping, prioritisation, and scope lockWeek 2-3: implement 1-2 AI/automation interventionsWeek 3-4: handover plus included roadmap for next opportunitiesBest fit Service businesses with repeatable workflows Teams with existing SaaS tools but manual coordination gaps Clear operational pain with measurable impact Typically 5-50 staff Example implementation output Clear priorities. Specific actions. Measurable impact.
Example of a real output (tailored to your business type).
Priority Initiative Function Lens Expected impact
01 Proposal drafting and qualification workflow Business Development Growth Increase proposal throughput and conversion speed.
02 Research synthesis and reusable knowledge capture Delivery Optimization Improve decision quality and reduce duplicate analysis.
03 Client update and delivery coordination automation Operations Efficiency Reduce recurring communication and handoff effort.
Why this matters Proposal quality and speed are often constrained by manual drafting and fragmented prior-content reuse, slowing revenue generation.
Options A — Assisted proposal drafting (low effort) Generate first-draft proposals from structured inputs Reduce prep time while keeping partner review in loop B — Reusable knowledge retrieval (medium effort) Retrieve relevant prior work and evidence automatically Improve consistency and quality of proposal narratives C — End-to-end proposal workflow automation (higher effort) Connect intake, drafting, review, and client delivery steps Increase conversion capacity without linear overhead What we implement proposal drafting and assembly workflows with AI assistance structured research capture and retrieval workflows client update automation and delivery orchestration Expected outcomes faster proposal turnaround and delivery start higher reuse of existing intellectual assets reduced coordination time per engagement Get a clear implementation starting point — without the guesswork We can start with this sprint next week and implement these first opportunities over 2-4 weeks.
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