What Clad users actually want
Mimir analyzed 15 public sources — app reviews, Reddit threads, forum posts — and surfaced 15 patterns with 7 actionable recommendations.
Top recommendation
AI-generated, ranked by impact and evidence strength
Build automated 811 locate request submission with AI-generated narratives and multi-state expiration tracking
Rationale
17 sources identify 811 locate tickets as mandatory, highly repetitive work that consumes hours of manual form-filling and email management. The product already claims a 10x speed improvement, but evidence shows contractors still lose entire work days when tickets expire unexpectedly across multi-state operations. The pain is acute: users describe calling in locates as a 'headache' and the financial impact of down days from expired tickets is significant.
The AI narrative generation capability addresses the input bottleneck by auto-drafting descriptions from map drawings, while automated status tracking eliminates manual follow-up and provides expiration alerts. Bulk submission handles the 1-15+ ticket volume contractors manage regularly. Multi-state visibility is critical for the broadband segment managing work across jurisdictions with separate 811 systems.
This recommendation directly supports the core value proposition of 'build faster' by removing administrative friction from a mandatory workflow. The state-by-state rollout strategy is already underway starting with Alabama, suggesting this is actively being developed but needs full deployment to deliver value at scale.
More recommendations
6 additional recommendations generated from the same analysis
15 sources mark this as critical infrastructure for portfolio-level decision-making. Users explicitly need to 'get quick snapshot of entire construction program across projects, contractors, and regions' and currently operate 'blind' without real-time visibility into project issues. The table view enabling inline updates without opening individual projects suggests the current workflow forces too much context-switching.
12 sources identify back-office work as directly constraining build capacity and cash flow. The value proposition 'Build and get paid faster' requires both sides of that equation working efficiently. Manual administrative work means 'people type more than they build,' reducing time spent on actual construction. Contractors face cashflow constraints that limit growth capacity, making payment acceleration a strategic lever.
11 sources show materials visibility is a major cost and delay driver. Customers 'experience frequent scrambling due to unexpected stockouts' and lose track of material locations across distributed job sites. Materials are expensive and represent a significant cost driver for ISPs and contractors, making accurate tracking directly tied to margin protection.
9 sources identify vendor management as consuming administrative time that procurement teams should spend on strategic priorities. Multi-state operations face varying regulatory requirements, making compliance tracking time-consuming and error-prone. The compliance & onboarding module already exists and shows strong adoption across procurement, operations, and admin teams, indicating the problem is well-validated.
9 sources show bid management friction directly impacts project initiation speed. Prior to the bid editing feature, RFPs locked after sending with no way to adjust line items or quantities, forcing users to resend or work around the limitation. This created unnecessary friction in the critical bidding and quoting process where speed and accuracy matter.
9 sources identify project setup friction as delaying the start of active work management. Manual configuration of each project from scratch creates unnecessary overhead when managing a portfolio of many similar projects. Schedule templates with pre-built tasks, dependencies, durations, and owners enable rapid project setup without repeating the same configuration work.
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Ranked by severity and frequency, with the original quotes inline so you can judge for yourself.
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Onboarding confusion appears in 12 of 16 sources. Users describe “not knowing where to start” [Interview #3, NPS]
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