# AI workability — NorQuest College - Curriculum Management System

*Buyer: NorQuest College · Source: canadabuys · Closes: 03 Sep 2026 00:00 UTC*

**AI workability: 85%** (majority AI-deliverable) · notice-only read · bid call: **GO**

- Effort: 40 h total · 34 h AI · 6 h human (low confidence)

## Verdict

This is an RFI, not a full RFP. The core deliverable is a written response describing CMS capabilities, approach, and differentiators. AI agents can draft and research most of that response, with human review for strategy, legal accountability, and submission. AI workability is high.

## Bid call

**GO** — RFI response is low-cost, highly AI-workable, and strategically useful. No formal evaluation criteria or budget, but the small effort and potential to influence the eventual RFP justify a response. Human review will cover legal and submission tasks.

## Deliverables

| Deliverable | Mode | AI share | Hours |
| --- | --- | --- | --- |
| RFI response document | ai_agent | 95% | 20 |
| Market and feature research summary | ai_agent | 95% | 10 |
| Implementation approach and differentiators | ai_assisted | 90% | 6 |
| Compliance and final review | human_only | 0% | 3 |
| Submission and stakeholder communication | human_only | 0% | 1 |

## Risks

- **[medium]** RFI only; no RFP or contract guaranteed — *Treat as low-cost market positioning; do not invest in heavy proposal assets.*
- **[medium]** Thin documentation; no detailed requirements or evaluation criteria — *Ask clarifying questions before deadline; base response on stated RFI purpose and general CMS best practices.*
- **[medium]** Shop may not be seen as a CMS product vendor — *Position as an AI-agent-first software services firm that can build/customize CMS; consider partnering with a product vendor if needed.*
- **[low]** No budget or pricing information — *Avoid pricing commitments; focus on capabilities and approach.*
- **[low]** Competitive response risk — *Use AI to quickly produce a polished, differentiated response; emphasize unique AI-agent operating model.*

## Human roles

- **Accountable lead / senior consultant** (8%): Reviews RFI response for accuracy, strategic alignment, and client context; approves final submission.
- **Legal/financial reviewer** (5%): Confirms no commitments, liability, or pricing issues; responsible for any binding statements.
- **Submission administrator** (2%): Uploads response to CanadaBuys/Purchasing Connection and manages deadline logistics.

## Why not more AI

- Cannot provide legal/financial accountability or sign documents.
- Cannot make strategic judgments about NorQuest's unstated priorities.
- Cannot attend client workshops or build relationships in person.
- Cannot guarantee that a proposed CMS product exists or is production-ready without human validation.
- May hallucinate features or references if not grounded; requires retrieval and human review.

## Requirements & compliance

| Ref | Requirement | Status |
| --- | --- | --- |
| General | NorQuest College is seeking information from qualified vendors that provide Curriculum Management System (CMS) solutions. | unclear |

## Key dates

- 2026-08-12 — Publication date
- 2026-08-26 — Questions submission deadline
- 2026-09-03 — Closing date (CanadaBuys)
- 2026-09-03 — Closing date (Purchasing Connection)

## Gaps in source documents

- Source documents are thin: notice text is only title/description; no detailed RFI document, instructions, evaluation criteria, or submission format.
- No estimated value, contract duration, security clearance, or onsite requirements.
- No list of required features or technical environment.
- No confirmation that the shop's lack of an existing CMS product is acceptable.
- No information on whether teaming/partnerships are allowed.

## Assumptions

- The deliverable is the RFI response, not the CMS implementation itself.
- No pricing or binding commitment is required at this stage.
- The shop can respond as a software services provider offering CMS implementation/customization, not a licensed product vendor.
- AI tools can access public information about NorQuest and CMS best practices.
- Human review will cover legal, strategic, and submission tasks.
- Total effort estimate is based on notice text and document facts; actual RFI instructions may change.

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*Generated by GovContract from public tender documents. Human review required before acting on bid decisions.*