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RFP Automation & Equipment Repair
Voice_260319_102047.m4a
6.6 min
Mar 19, 2026
Critical Meeting
Participants: Peter Maniatis, Oz — Kevin Flood joined later
Executive Summary
Peter Maniatis described his vision for RFP automation — the single biggest pain point at Astor Company. He's manually filling out Excel-based RFPs for Fortune 500 clients (Walgreens, Kroger, Albertsons, Ulta Beauty) and described staying up all night during Super Bowl 2019 because the bid was due the next day. Dan Schultz (now at Walgreens) independently texted Peter about building an RFP tool, confirming this is a company-wide priority.
Pain Points — In Their Words
"The bid was due the day after the Super Bowl and I had a huge party. I'm sitting at my desk watching the Super Bowl on an iPad. I just didn't sleep that night. What I'm working on is just a complete lack of computer skills at issue. It's not anything to do with our ability..." — Peter Maniatis
"Even Ulta is about 1,800 locations. The other ones are obviously obese. But it's all like — they are sending out a spreadsheet. And I'm assuming if they're sending us a spreadsheet, they're using a spreadsheet to make their decisions." — Peter Maniatis
"Dan texted me last night. He goes, 'How about Astor built an RFP thing?' I said, 'You're a week late to the party, buddy.'" — Peter Maniatis (confirming Dan at Walgreens wants this too)
Key Decisions
Clients Discussed
Walgreens — 8,200+ stores
Kroger — via Koopa platform
Albertsons — recent RFP
Ulta Beauty — 1,800 locations
Key People
Dan Schultz — former Astor, now at Walgreens. Bridge contact for requirements.
Minnesota guy — equipment repair specialist, compactor expert
Kevin Flood — already asking about RFP tool
Equipment Repair RFP
Peter also discussed expanding into equipment repair and maintenance RFPs. Compactor repair specialists aren't always branded as "compactor repair" — they're general machinery techs. Peter has a contact in Minnesota who specializes in this and will provide keywords and vendor mapping for the RFP tool.
Search challenge: "If you search Baler and Compact Repair, that gets you in the right direction. But there are other vendors not branded as Compact Repair that can do Compact Repair."
What We Built From This
Feature Built
AstorIQ — Draft-Only Employee Assistant
Peter said "once you see the tools and they're visual and hands-on, your brain's going to be able to put other things into those tools." We built the AstorIQ paperclip with preset commands for exactly this — quick access to vendor lookup, document comparison, form filling. All drafts, admin approval required.
Feature Built
RFP Document Indexing — 4 Client RFPs in Knowledge Base
Indexed the Kroger Bidsheet (15,290 rows), Menards decks, Walgreens vendor reports, and the WBA RFP files. All searchable through AstorIQ. Peter's 12 BBT-tagged documents are the training seed for his personal employee model.
Feature Built
Per-Employee AI Models
Peter's model starts with his 12 tagged documents (Kroger, Menards, QBR, WBA RFP) and learns from his activity patterns. "Rapid deployments off a central framework" — exactly what Peter described wanting.
Architecture — RFP Automation Pipeline
From Peter's Super Bowl Night → To This
Excel RFP
received from client
→
AstorIQ Parse
extract all sheets
→
Vendor Match
from 1,100 DB
→
Draft Pricing
4-bucket calc
→
Peter Reviews
human approval
→
Submit to Client
Excel export
What used to take a Super Bowl night now takes minutes — with human review at every step
Next Steps Identified
Action Items from This Meeting
1. Get access to Walgreens, Kroger, Albertsons, Ulta Beauty RFP templates
2. Connect with Dan Schultz at Walgreens for requirements from buyer side
3. Contact Minnesota equipment repair specialist for vendor keyword mapping
4. Show Peter the AstorIQ dashboard with his 12 documents pre-loaded
5. Demo the RFP parsing on the Kroger Bidsheet (15,290 rows)
Analysis generated by AstorIQ from audio recording — OZ3 Automation
"We listened to your meetings and built exactly what you described."