# AI workability — Asset Management System and Advisory Services

*Buyer: Village of Lytton · Source: canadabuys · Closes: 04 Sep 2026 00:00 UTC*

**AI workability: 66%** (majority AI-deliverable) · notice-only read · bid call: **MAYBE**

- Effort: 1,180 h total · 779 h AI · 401 h human (low confidence)

## Verdict

AI-majority workable; human-led advisory and stakeholder engagement required.

## Bid call

**MAYBE** — AI can likely perform the majority of delivery, but the notice is too thin to commit. Full RFP must confirm scope, evaluation criteria, security/onsite requirements, and contract terms. If those confirm no security clearance and remote-friendly advisory, this is a go.

## Deliverables

| Deliverable | Mode | AI share | Hours |
| --- | --- | --- | --- |
| Requirements Discovery and Stakeholder Workshops | ai_assisted | 30% | 100 |
| Asset Data Model and Migration | ai_agent | 85% | 200 |
| Asset Management Software Configuration and Customization | ai_agent | 80% | 300 |
| GIS Integration and Dashboards | ai_agent | 80% | 150 |
| Asset Management Policy, Strategy, and Plan Documents | ai_assisted | 70% | 150 |
| Training Materials and User Guides | ai_agent | 80% | 80 |
| Deployment, QA, and User Acceptance Support | ai_assisted | 50% | 100 |
| Project Management and Client Communication | human_only | 0% | 100 |

## Risks

- **[medium]** Full tender details are behind a third-party site; account/fees may be required. — *Request full RFP from contracting authority before bidding; budget time for access.*
- **[high]** Notice is too thin; scope, evaluation, and contract terms may differ materially. — *Obtain and review full RFP; confirm scope with buyer before committing.*
- **[medium]** Municipal asset data may be incomplete or inconsistent, increasing data cleanup effort. — *Include data audit and cleanup phase; use AI to flag anomalies but have human validate.*
- **[medium]** Small shop lacks large reference contracts; buyer may favor established vendors. — *Emphasize AI-agent delivery model, agility, and relevant sample work; consider partnering.*
- **[medium]** Advisory services may require on-site workshops; AI cannot replace human facilitation. — *Clarify remote vs on-site expectations; propose virtual workshops with human facilitators.*

## Human roles

- **Project manager / contract signatory** (25%): Legal and financial accountability, client relationship, and contract signature cannot be delegated to AI.
- **Client workshop facilitator** (25%): Stakeholder workshops and requirements sessions need a human to build trust and interpret non-verbal cues.
- **Data steward / QA lead** (20%): AI can clean data, but humans must make judgment calls on ambiguous asset records and approve final data.
- **Deployment / UAT coordinator** (15%): User acceptance testing and go-live coordination require human presence and decision-making.
- **Legal / financial officer** (15%): Contract terms, insurance, and financial commitments require human review and approval.

## Why not more AI

- Cannot sign contracts, take legal/financial accountability, or provide insurance/bonding.
- Cannot facilitate high-trust stakeholder workshops or read the room.
- Cannot physically inspect assets or verify field conditions.
- Cannot provide professional certifications or security-cleared services.
- Requires structured digital data; poor source data needs human decisions.

## Requirements & compliance

| Ref | Requirement | Status |
| --- | --- | --- |
| SCOPE-1 | Asset Management System and Advisory Services | unclear |
| SCOPE-2 | Buildings and facilities asset management | unclear |
| SCOPE-3 | Infrastructure (roads, utilities, public spaces) asset management | unclear |
| SCOPE-4 | Vehicles and equipment asset management | unclear |
| SCOPE-5 | Digital and IT assets asset management | unclear |

## Evaluation criteria

- **Not disclosed** (Unknown): No evaluation criteria in notice; full RFP on third-party site may contain details.

## Key dates

- 2026-08-12 — Publication date
- 2026-09-04 15:00 EDT — Closing date and time

## Gaps in source documents

- No detailed requirements, evaluation criteria, or contract terms in notice.
- No estimated value, duration, or delivery milestones.
- No security clearance, onsite presence, or physical work details.
- No information about existing asset data, systems, or integrations.
- Full tender documents are behind a third-party paywall/account.

## Assumptions

- Full RFP not reviewed; notice text and document facts are the only sources.
- No security clearance or bonding required unless full RFP says otherwise.
- Advisory services can be delivered remotely with occasional virtual workshops.
- Asset data will be provided by the Village in digital form; no physical inventory work.
- AI agents can access code repos, data files, and document templates; humans review outputs.
- The buyer is open to a small independent shop with no standing offer.

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