Working session pre-read
One lifecycle. Ten phases. A build plan already underway.
Your team has turned months of standards work into a 10-phase project lifecycle with defined processes, owners, and gates. This is exactly the operating structure that makes AI Employees work well — and it maps directly onto the engagements we're already building together. Five of the ten phases have Arcovo work live or on the table today. This document shows where everything stands, honestly, and the sequence we recommend from here.
Your vision, as we read it
Before anything about coverage or scope, alignment on the destination. From your implementation brief and the Phase 1–3 framework, here is what Precision Walls is building toward. If any of this reads wrong, that's the first conversation — everything else in this document depends on it.
One connected lifecycle
A single operating structure showing how work moves from opportunity through closeout — ten phases, defined processes, clear gates.
Shared across three brands
A common framework for PWI, AES, and SPS, with controlled company and branch variations where the work genuinely differs.
A source-aware Project Record
Verified information entered once and carried forward — no repeated re-entry, no repeated handoff explanations, source history preserved.
Role-aware work
Ownership, next actions, status, risks, and escalation visible to the right people at the right time — so nothing stalls waiting for someone to notice.
Guidance at the point of work
SOPs, checklists, training, and lessons learned connected to the process where they're needed, not scattered across five systems.
AI that supports human authority
Automation that extracts, compares, routes, pre-populates, and alerts — while approvals, judgment calls, and accountability stay anchored to Precision Walls roles and gates.
Our read in one line: you're not asking for a website or a set of disconnected agents. You're asking for a working operating environment where your people and your AI Employees run the same project flow. That's the standard everything below is measured against.
Coverage across the lifecycle
Hatched areas follow the drawing convention: defined scope, not yet in contract. Select any phase for detail.
| Engagement | Status | Lifecycle position | AI Employees |
|---|---|---|---|
| Contract review | In implementation | Phase 3 · PH3.2 | Courtney, Brandon, Sophie, Ian |
| AES EIFS estimating | In implementation | Phase 2 · PH2.9–2.11, 2.13 | Ethan, Penny, Preston, Quentin |
| Operations Hub & handoff | Proposed | Phases 4–6 | Parker, Quinn, Phineas, Iris |
| Lifecycle expansion | Future modules | Phase 1, remainder of 2, 7–10 | Scoped module by module, starting with PH1.1 |
What's being built right now
Two engagements are in active implementation. Both were deliberately scoped as focused first builds — prove the pattern on a bounded workflow, then expand on a working foundation. Their success is the groundwork for everything in your lifecycle plan.
Contract review
Phase 3 · Contract review & risk assessment · All three brands
A consistent first pass on every incoming contract, before signature, while your team still holds leverage. Your reviewers confirm every flag and make every call.
Fit with your framework: these four cover the substance of PH3.2. Connecting them to lifecycle routing (PH3.1) and the Phase 4 release gate (PH3.3) is Operations Hub integration work — designed for, not yet built.
AES EIFS estimating
Phase 2 · Takeoff, pricing, proposals, tracking · AES division
The estimating engine for EIFS bids: quantities from drawings, pricing across your three suppliers, consistent proposals, and a pipeline that stays current. Estimators review and approve at every stage.
Fit with your framework: this covers PH2.9 through 2.11 and 2.13 for EIFS. It was scoped as the proof of concept, in the blueprint's own words, "the template for future divisions." Extending takeoff and pricing to interior systems across all three brands is the natural next module — a real build, planned as one.
Operations Hub & estimator-to-PM handoff
Phases 4–6 · Proposed blueprint, ready to begin
The gated workflow that ends freestyle handoffs: pre-populated checklists and pink sheets, QuickBid-to-Plexxis budget entry without transcription, real-time requisition validation, and grounded answers to process questions. Leadership sees where every job stands across all three brands.
Fit with your framework: this build becomes the first live section of the Operations Hub. Given your lifecycle direction, we recommend designing its data model and gate structure so Phases 1–3 and 7–10 attach later without rework — the architecture decision below determines how.
Process schedule: Phases 1–3
Your framework defines 20 processes and 3 gates from opportunity intake to contract release. Here is every one, with its coverage status today. Decision gates stay with your people in every scenario — AI Employees prepare the package; your team makes the call.
Phase 1 Pre-bid / opportunity
Phase 2 Estimating / bid development
Phase 3 Contract review & execution
4–10 Transfer through closeout
The gaps, named
Between what's built or proposed and the full vision above, four gaps exist. Naming them plainly is the point of this document — each one is closable, and each has a defined mechanism in the sequence that follows.
| Gap | What it is | How we close it |
|---|---|---|
| The platform layer | Today, project data lives in three places our builds touch — Plexxis, QuickBase, and the contract review record — plus your wider systems. The unified Project Record, the gate engine, and the Operations Hub as an enterprise environment exist in your prototype and brief, not yet in any scoped build. This is the largest single gap, and everything else depends on how it's resolved. | The architecture & roadmap engagement (step 1). The Microsoft-vs-Arcovo-vs-hybrid decision, the Project Record design, and identity and permissions are settled first, so every module is built to the same foundation once. |
| Enterprise estimating | The AES build proves takeoff, pricing, proposals, and tracking for EIFS in one division. Your PH2.9–2.13 mean the same capabilities enterprise-wide: interior wall systems, framing, and acoustical across all three brands. That's a substantial new build on a proven pattern — planned as the proof of concept's next step, not assumed inside it. | A scoped expansion module with its own discovery, sequenced on the roadmap once the EIFS build has proven accuracy in production. |
| Lifecycle integration of contract review | Courtney, Brandon, Sophie, and Ian cover the substance of PH3.2, but they run in a standalone portal. Your framework wants PH3.1 receipt and routing, a review record connected to the Project Record, and PH3.3 release mechanics into Phase 4. The AI Employees transfer; the container is new work. | Hub tie-in work, designed in the architecture engagement and built when the Operations Hub foundation lands with Phases 4–6. |
| Process definition depth | Your framework flags PH2.2–2.8 as review processes where tribal knowledge and review guidelines still need capturing, and Phases 7–10 are defined at lifecycle level only. We build by replicating the steps your people actually take — so where the definition isn't finished, the build input doesn't exist yet either. | Joint work: your team's knowledge capture continues, and each module begins with paid discovery that turns that capture into buildable specifications. No module is built from guesswork. |
The recommended sequence
Your brief asks the right question: not "build everything," but "what's the best path?" Here's ours — each step closes the gaps above in order, each step de-risks the next, and every module lands on a working foundation instead of a promise.
Architecture & roadmap engagement
The decision your brief poses — Microsoft Power Pages and Dataverse, an Arcovo-supported foundation, or a hybrid — determines where the Project Record lives, how identity and permissions work, how AI Employees read and write securely, and what every downstream module costs. We answer it first, formally: a defined engagement producing the architecture recommendation, the automation-vs-human map across all 20 Phase 1–3 processes, and the module roadmap with honest sizing for each.
Output: the architecture decision, the connected Project Record design, and a sequenced module roadmap you can budget against.
Land the builds in flight, close Phases 4–6
Contract review and AES EIFS estimating complete and prove their value in production. The Operations Hub build begins with its data model and gates designed to the architecture from step one — so the Hub's first live section is built once, as the foundation of the platform, not rebuilt later.
Output: three working sections of your lifecycle, live, with the platform foundation underneath Phases 4–6.
Expand module by module, starting with PH1.1
Opportunity intake — your own suggested starting point — becomes the first new module, proving the Project Record pattern from the very front of the lifecycle. From there, modules attach in the order that pays back fastest: enterprise takeoff and pricing as the EIFS pattern scales up, the Phase 2 review processes as your tribal-knowledge capture matures, the gate engine, and Phases 7–10 as their definitions land. Each module gets its own discovery, because we build from understanding, never from guessing.
Output: the lifecycle comes alive section by section — each module live and paying for itself before the next begins.
Three commitments behind every module
Human authority at every gate
Pursuit decisions, bid approvals, contract execution, phase releases: your people decide, always. AI Employees prepare the work and gate the process so nothing gets skipped — they never make the call. And some judgment, like pursuit strategy, we'll recommend keeping out of the system entirely.
Deep discovery before every build
We replicate the human steps your people actually take, which means understanding them completely first. Where your framework notes tribal knowledge still to capture, that capture comes before the build — it's how we make sure the system does the work the way Precision Walls does the work.
One record, entered once
The target your brief describes: verified information carried forward from opportunity to closeout, never re-keyed. Every module we build feeds the connected Project Record, so each addition makes the whole system smarter, not just longer.