# AI workability — TRAFFIC SIGNAL NETWORK – REMOTE ACCESS SYSTEM UPGRADES

*Buyer: City of Lacombe · Source: apc · Closes: 04 Sep 2026 00:00 UTC*

**AI workability: 56%** (majority needs humans) · notice-only read · bid call: **MAYBE**

- Effort: 350 h total · 195 h AI · 155 h human (low confidence)

## Verdict

Conditional go — AI can handle most design, configuration, and documentation work, but physical installation and compliance approvals keep AI workability below majority.

## Bid call

**MAYBE** — The project is a plausible IT/networking fit, and AI can handle a large share of design, configuration, and documentation. However, the notice is extremely thin, physical installation and approvals cap AI workability below 60%, and the shop lacks security clearance/bonding. Proceed only if clarification confirms a central/software-heavy scope and physical work can be subcontracted.

## Deliverables

| Deliverable | Mode | AI share | Hours |
| --- | --- | --- | --- |
| Discovery and requirements analysis | ai_assisted | 40% | 30 |
| Solution architecture and network design | ai_assisted | 75% | 40 |
| Configuration and automation scripts | ai_agent | 85% | 80 |
| Documentation and runbooks | ai_agent | 90% | 30 |
| Testing and validation | ai_assisted | 60% | 40 |
| On-site installation and cabling | human_only | 0% | 60 |
| Security review and compliance approvals | human_only | 10% | 20 |
| Project management and communication | ai_assisted | 50% | 30 |
| Training and handover | ai_agent | 85% | 20 |

## Risks

- **[high]** Scope ambiguity due to thin notice — *Request clarification before bidding; include assumptions in proposal.*
- **[medium]** Physical installation at traffic signal sites may require permits or traffic control — *Partner with local electrical/construction subcontractor; price accordingly.*
- **[medium]** Security clearance or municipal background checks may be required — *Confirm with buyer; if clearance is needed, assess feasibility before bidding.*
- **[medium]** Short 15-day bid window — *Use AI to accelerate proposal and solution design; prioritize must-win activities.*
- **[high]** Critical infrastructure change could cause traffic signal outages — *Design rollback plan, schedule after-hours work, and test in a lab before production.*

## Human roles

- **Project manager / client liaison** (15%): Relationship management, workshops, and approvals require a person.
- **Senior network engineer** (25%): Review AI-generated configurations, approve architecture, and handle vendor-specific issues.
- **Field technician** (40%): Physical installation, cabling, and site visits cannot be done remotely.
- **Security / compliance officer** (10%): Final security sign-off and risk acceptance require human accountability.
- **Traffic operations coordinator** (10%): Coordinate with city to avoid disrupting traffic signals during upgrades.

## Why not more AI

- Cannot perform physical installation, cabling, or on-site work at traffic signal cabinets.
- Cannot provide professional engineering sign-off or accept legal liability for critical infrastructure.
- Cannot facilitate in-person workshops or build trust with municipal stakeholders.
- Cannot access proprietary vendor hardware without documentation or remote access.
- Cannot guarantee uptime or safety during live traffic signal changes.

## Requirements & compliance

| Ref | Requirement | Status |
| --- | --- | --- |
| R1 | Upgrade remote access system for traffic signal network | unclear |
| R2 | Maintain traffic signal operations during upgrade | unclear |
| R3 | Provide documentation and training | unclear |
| R4 | Comply with municipal security and privacy policies | unclear |

## Evaluation criteria

- **Not published** (Unknown): Solicitation notice contains no evaluation criteria; likely lowest price or best value.

## Key dates

- 2026-08-20 — Published
- 2026-09-04 — Closing

## Gaps in source documents

- No detailed scope, requirements, or technical specifications in the notice.
- No evaluation criteria, weighting, or contract terms.
- No estimated value, duration, or site count.
- No information on existing remote access hardware/software.
- No security clearance, onsite presence, or certification requirements stated.
- No physical work list or stakeholder list beyond buyer name.

## Assumptions

- The upgrade is primarily a network/IT configuration project, not new traffic signal construction.
- The City of Lacombe will provide access to existing network documentation and a lab/test environment.
- Some on-site work is required, but it can be subcontracted to a local electrical/IT installer.
- No facility security clearance is required; standard municipal background checks may apply.
- The buyer will accept AI-generated documentation and configuration scripts with human review.

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