Vertice Architects AI RFP Response Engine

The challenge

Before

Vertice Architects is a 72-person Melbourne firm with strong public-sector pedigree across schools, libraries, and civic buildings. Public RFPs were arriving faster than the firm could meaningfully respond — each tender required 40-60 hours of bid-writing labor to assemble project references, methodology statements, team biographies, sustainability narratives, and compliance attachments. The pursuit team was responding to about a third of relevant tenders. Win rates were healthy on what they did submit, but the firm knew it was leaving meaningful pipeline on the table.

• 40-60 bid-writing hours per public-sector RFP response
• Pursuit team able to respond to only a third of relevant tenders
• Project references re-formatted from scratch per submission
• Team biographies updated inconsistently across past submissions
• Sustainability narratives copy-pasted from prior wins, often outdated
• Compliance attachments (insurance, licenses, certifications) re-collected per bid
• Methodology statements written by senior architects pulled from billable work
• No way to surface highly-relevant past projects matching the new tender

The solution

What we built

We built an RFP response agent trained on the firm's past submissions, project portfolio, team biographies, methodology library, and compliance documents. When a new RFP arrives, the agent reads it, identifies the most relevant past projects with confidence scoring, drafts the methodology and approach sections in the firm's voice, assembles the team biographies for the proposed engagement, attaches current compliance documents, and produces a structured first draft. The pursuit team reviews, refines, and approves — they remain the writers; the agent does the assembly. Sustainability narratives are kept current through a curated narrative library that the agent draws from rather than recycling stale text. Senior architects spend their time refining strategic positioning rather than reassembling boilerplate. The compliance pack stays current automatically as documents are renewed.

How the system flows

1. RFP Intake→Tender Requirements Parsed→Relevant Projects Surfaced
2. Methodology Section Drafted→Firm Voice→Pursuit Team Review
3. Team Biography Assembly→Engagement-Specific Tailoring
4. Sustainability Narrative→Curated Library→Tender-Specific Selection
5. Compliance Attachment→Current Documents→Auto-attached
6. First Draft Assembly→Pursuit Team Refinement→Final Submission
7. Win/Loss Capture→Learning Loop→Future Response Tuning

• Curated narrative library replacing recycled stale text
• Confidence-scored project relevance ranking
• Senior architect time reclaimed for strategic positioning