The front door to Comuvia Advisory. A fast, senior review of one architecture, platform decision, AI workflow, or stalled pilot — surfacing risks, governance gaps, and the option you didn't see. Five to fifteen business days, fixed-scope diagnostic price band.
A short walkthrough of how the Architecture & Decision Review Sprint runs — what you bring, what you get, and how each finding traces to evidence.
The sprint reviews one thing — one architecture, one platform decision, one AI workflow, or one stalled pilot. That boundary is what makes the turnaround and the price band fixed. To start, you bring:
One written deliverable with four parts, plus a live walkthrough with the senior reviewer. Every finding traces to evidence — an artifact, an interview, or a modeled check — not to a confident paragraph.
The system or decision as it actually operates today — who touches it, where value is created, where it stalls, and where the failure modes concentrate. Often the first time the whole picture exists on one page.
The risks ranked by decision relevance, not by an audit checklist — including the governance gaps that quietly kill AI pilots between demo and production.
The realistic paths forward, each with its costs, risks, and reversibility — including the option you didn't see. Vendor-neutral by structure, because the advisory fee is Comuvia's only revenue.
What to do first, what to defer, and what to stop — ordered so each step de-risks the next. Small enough to start the week after the walkthrough.
You describe the decision or system in a short brief. Comuvia confirms it is one reviewable thing, and you get the scope, the price within the fixed-scope diagnostic band, and a delivery date — before any commitment.
Interviews with the decision owner and the people closest to the system, plus review of the artifacts you shared. The workflow map takes shape here.
Risks, governance gaps, and options are worked through against your named constraints. Where a claim can be checked or modeled, it is — findings trace to evidence, not opinion.
The written deliverable lands — workflow map, prioritized risks, option matrix, sequenced roadmap — followed by a live walkthrough where you can challenge every finding.
Many sprints end at the walkthrough — that is a success, not a sales failure. When more is warranted, the sprint routes into a Decision Support engagement or a fractional advisory retainer, carrying the findings forward.
The sprint is productized: a defined deliverable, a fixed turnaround, and a fixed price band — not open-ended hourly billing.
| Scope | One architecture, platform decision, AI workflow, or stalled pilot |
| Turnaround | 5-15 business days, set at scoping — shorter when artifacts exist, longer when the workflow itself must be mapped |
| Price band | Fixed-scope diagnostic — the exact figure is confirmed at the fit check, before you commit |
| Deliverable | Workflow map, prioritized architecture and governance risks, an option matrix, and a sequenced next-step roadmap |
Request a fit check and you get scope, band, and a delivery date within one business day.
How Comuvia benchmarks five distinct production pipelines against a single rubric so work routes to the pipeline that does it best, at cost. The same review discipline the sprint applies to your stack — scored gates, evidence over cherry-picked demos.
Read the case study →
Most AI agent pilots never reach production. This is one of Comuvia's that did — an event-driven, self-grading AI reaction pipeline, with the orchestration, governance, and honest cost numbers shown. The reference point for reviewing why a pilot stalls.
Read the article →One high-stakes call where you want a fast senior read before committing — an architecture at an inflection point, a platform or vendor decision, an AI workflow that should be producing value but isn't, or a pilot that stalled between demo and production. Built for founders, CTOs, architecture leaders, PE operating partners, and investors who are evaluated in writing.
Generic AI brainstorming, staff augmentation, unmanaged implementation ownership, or a broad multi-system audit — the sprint reviews one thing well rather than everything shallowly. Requests to deploy autonomous agents without governance and client-side production ownership are declined.
Start with the sprint anyway, scoped to the decision that unblocks the rest — or go straight to the engagement that fits. Recurring architecture and roadmap questions fit the Fractional AI Value-Creation & Governance Advisor; a decision that turns on numbers fits the Decision Support + Simulation Pack. Comuvia recommends the lightest engagement that settles the decision at hand.
The sprint is senior advisory and decision support — independent review, not implementation. Comuvia does not resell or implement vendor platforms, which is what keeps the recommendation vendor-neutral. Hands-on acceleration exists only as a follow-on inside a retainer.
AI accelerates research, synthesis, and production volume; a named senior reviewer holds the bar at brief, mid, and final. Every finding in the deliverable traces to an artifact, an interview, a model run, or a documented review — not to an unchecked model output.
Client-confidential material is handled under explicit controls and never folded into public content or shared corpora. NDA, rights, and retention terms are named in the proposal before intake starts.
Describe the architecture, decision, workflow, or stalled pilot in a few sentences. You get scope, price band, and a delivery date within one business day — before any commitment.
