# AI workability — Acquisition d'une solution d'impression massive et d'…

*Buyer: Société de l'assurance automobile du… · Source: canadabuys · Closes: 14 Sep 2026 00:00 UTC*

**AI workability: 48%** (majority needs humans) · full RFP read · bid call: **MAYBE**

- Effort: 1,270 h total · 605 h AI · 665 h human (low confidence)

## Verdict

AI can handle roughly 48% of the effort—software integration, documentation, testing, and bid prep—but physical hardware installation and on-site work keep AI below majority.

## Bid call

**MAYBE** — The tender is a hardware-heavy mass printing acquisition; AI can cover software, documentation, testing and bid prep, but physical installation, hardware logistics, and compliance/security requirements likely exceed a small shop's capabilities. Proceed only with a hardware partner and after obtaining full tender documents.

## Deliverables

| Deliverable | Mode | AI share | Hours |
| --- | --- | --- | --- |
| Bid preparation and compliance documentation | ai_assisted | 80% | 100 |
| Needs assessment and solution architecture | ai_assisted | 40% | 120 |
| Print workflow software configuration and integration | ai_agent | 85% | 250 |
| Data migration, cleansing, and testing | ai_assisted | 70% | 150 |
| User documentation and training material (EN/FR) | ai_agent | 90% | 80 |
| Hardware procurement and logistics coordination | ai_assisted | 30% | 100 |
| Physical installation, cabling, and hardware deployment | human_only | 0% | 200 |
| On-site commissioning, acceptance testing, and client sign-off | human_only | 10% | 120 |
| Initial support and maintenance | ai_assisted | 30% | 150 |

## Risks

- **[high]** Truncated notice and missing RFP documents; scope, volumes, SLAs unknown. — *Obtain full tender documents before bidding; validate scope with buyer.*
- **[high]** Hardware-heavy delivery requires physical installation and supply chain; small shop lacks references and bonding. — *Partner with an established hardware vendor; define responsibilities in teaming agreement.*
- **[medium]** Possible security clearance or AMP authorization requirements; shop has none. — *Confirm requirements early; start authorization process or partner with authorized entity.*
- **[medium]** LCOM guide may not apply to SAAQ; misinterpreting legal framework could hurt bid. — *Engage legal/compliance review of applicable procurement rules.*
- **[medium]** AI-generated documentation may contain errors or non-compliant French. — *Use human expert review and AI translation QA for all client-facing documents.*
- **[medium]** On-site commissioning and acceptance require human presence; delays if resources not available. — *Plan staffing and travel early; use AI for checklists but humans for execution.*

## Human roles

- **Accountable executive / signatory** (10%): Legal and financial accountability for bid and contract.
- **Hardware/field technicians** (30%): Physical installation, cabling, and hardware deployment.
- **On-site project manager / client liaison** (20%): Client workshops, acceptance meetings, and relationship management.
- **Compliance/security officer** (15%): Integrity declarations, AMP/security authorizations, and procurement compliance.
- **QA/acceptance engineer** (15%): On-site testing, commissioning, and sign-off.
- **Procurement/logistics coordinator** (10%): Hardware ordering, delivery coordination, and vendor management.

## Why not more AI

- Cannot physically install, cable, or deploy printing hardware.
- Cannot sign contracts, integrity declarations, or obtain AMP/security authorizations.
- Cannot perform on-site client workshops or acceptance sign-off.
- Cannot guarantee hardware supply chain, pricing, or delivery dates.
- Cannot provide certified professional sign-off or legal opinions.
- Requires human oversight for French-language public-sector compliance and procurement rules.

## Requirements & compliance

| Ref | Requirement | Status |
| --- | --- | --- |
| LCOM art. 2 | Provisions must apply in compliance with applicable intergovernmental agreements. | unclear |
| LCOM art. 4.1 | Any enterprise submitting a bid must provide a written integrity declaration; otherwise bid rejected. | unclear |
| LCOM art. 4.3 | AMP authorization required for contracts at or above thresholds. | gap |
| LCOM art. 18 | Municipal bodies must seriously evaluate need before tendering. | unclear |
| LCOM art. 38 | Notice must include mandatory content. | unclear |
| LCOM art. 39 | Electronic submissions must be made via SEAO. | unclear |
| LCOM art. 22 | Evaluation criteria must be linked to contract object and performance-based. | unclear |
| LCOM art. 49 | Bid opening must be public with at least two witnesses. | unclear |

## Evaluation criteria

- **Price** (unknown): No tender-specific evaluation criteria available; LCOM guide mentions lowest compliant price or global evaluation.
- **Technical solution / performance** (unknown): LCOM guide requires performance-based specifications and equivalence.
- **Sustainable development** (unknown): LCOM guide mentions responsible acquisition; may be evaluated.
- **Qualitative evaluation** (unknown): Required for professional services under LCOM; unclear if applicable to goods.

## Key dates

- 2026-09-14T00:00:00+00:00 — Closing

## Gaps in source documents

- Notice text is truncated; full scope, volumes, and technical requirements missing.
- No evaluation criteria, contract duration, value, or security clearance requirements in the notice.
- Document facts are mostly a general LCOM guide, not tender-specific; applicability to SAAQ unclear.
- No information on existing SAAQ print environment, integrations, or service levels.
- No information on whether this is a purchase, lease, or managed service.
- No information on delivery location(s) or on-site requirements.

## Assumptions

- The tender is for a mass printing solution including hardware, software, integration, and support.
- SAAQ is the buyer; LCOM municipal rules may not apply, but integrity/authorization requirements may still exist.
- No detailed tender documents were available; estimate is based on notice title and buyer.
- AI workability is measured across the full delivery lifecycle, not just bid preparation.
- The shop can partner with a hardware vendor for physical components.
- Effort hours are rough planning estimates, not validated against an RFP.

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