Built for AEM & Enterprise CMS Teams
Your content team,
finally running at full speed
ProtoWeave clears the work that slows AEM and enterprise content teams — so your team ships faster, stays on-brand, and keeps control at every step.
Why Teams Come to ProtoWeave
The problems every content operations team is dealing with right now
Content demand is compounding. Team sizes are not. The gap between what needs to ship and what teams can manually manage is widening every quarter.
Content volume is outpacing team capacity
AI has increased pressure on resources while headcount stays flat. Teams are expected to tag more assets, produce more variants, and hit tighter deadlines — with the same number of people.
ProtoWeave solves this
ProtoWeave automates asset tagging, metadata generation, and content creation so one team member can handle what used to take five.
Off-brand content silently erodes revenue
Inconsistent brand execution can result in up to 23% missed revenue and require 1.75× higher media spend to recover. With content across partners, distributors, and dozens of channels, manual review can't keep up.
ProtoWeave solves this
ProtoWeave scores every asset 0–100 against your brand guidelines — color temperature, overlays, palette, logo, and typography — and returns severity-tagged issues with evidence citations and specific fix recommendations, before anything reaches production.
Figma designs sit in dev queues for weeks
Designers hand off pixel-perfect Figma comps. Then they wait — sometimes weeks — for a developer to turn them into HTML. Meanwhile the campaign is delayed and the design inevitably drifts.
ProtoWeave solves this
Paste a Figma URL. ProtoWeave fetches the design, exports all images, and generates reviewed, production-ready HTML in minutes — not weeks.
AEM migrations are slow, risky, and manual
Moving content from a legacy CMS into AEM involves thousands of manual copy-paste operations, brittle component mappings, and QA cycles that add months to every project.
ProtoWeave solves this
ProtoWeave transforms legacy content to AEM JSON with AI-powered component mapping — HITL reviewed before export, so your team stays in control.
What Our Clients Say
Trusted by content teams
From Image Tagging to Full CMS Migration
“Protoweave initially came in to support image tagging within Adobe Experience Manager, but it quickly became clear their capabilities extend far beyond a single feature. ”
Michelle
Director, Product Management & QA · BBB
Faster Migration with Automated QA Validation
“Protoweave enabled us to streamline complex content migrations across multiple CMS platforms into a unified architecture. Their automation-driven approach, combined with AI-powered QA validation integrated with Jira, ensured data integrity and significantly reduced manual effort. The result was faster delivery with a high level of confidence in the migrated content.”
Trusted Migration & AEM Transformation
“Protoweave was quick to understand our website and recommend ways to seamlessly migrate content from our old CMS into AEM. They were easy to work with and had innovative ideas of how to streamline and simplify the process.”
Sara
SEO Leader · Technical SEO & Site Migrations
Product Capabilities by Workflow
Evaluate how ProtoWeave improves asset intelligence, content governance, and personalization outcomes across your CMS ecosystem.
Asset Intelligence & Tagging
Automated metadata generation, classification, and tagging workflows that make large content libraries easier to govern and search.
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Workflow Integration & Orchestration
Connect content operations to your design systems, publishing flow, and team processes without disrupting existing platforms.
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Content Automation & QA
Automate content creation, updates, and quality checks with governance controls for brand, compliance, and consistency.
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Personalization & Optimization
Adapt content and experiences by segment and behavior, then optimize continuously with actionable performance signals.
Learn moreRequest this demoSix Ways ProtoWeave Moves the Work Forward
Every capability produces a specific, reviewable output — no unreviewed AI writes to production, ever.
Asset Metadata Enrichment
Automatically enrich assets with titles, descriptions, alt text, and taxonomy tags — reviewed by your team before publishing to AEM or DAM.
Figma to Production HTML
Convert approved designs into structured, production-ready HTML with all assets included — reviewed before handoff to AEM or your front-end team.
Brand Compliance Scoring
Score every asset against your brand standards across color, typography, logo placement, and tone — with severity-ranked issues flagged for human review.
AEM Page Analysis
Audit AEM pages for content quality, accessibility readiness, and component usage — surfacing prioritized improvements your team can act on.
QA Test Automation
Generate structured test suites from acceptance criteria — reviewed and approved by your team before execution.
AEM Content Migration
Map legacy content to your AEM component library and produce structured, CMS-ready output — with HITL review before any data is exported.
Built-in Governance
AI proposes. You approve. Every time.
No AI output reaches your CMS, test pipeline, or Jira project without a human sign-off. ProtoWeave's review queue is the governance layer enterprise teams need to adopt AI with confidence.
AI Generates
ProtoWeave analyzes your input — image, Figma URL, prompt, Jira story, or AEM page path — and produces a structured output: tags, HTML, compliance scores, content, or test specs.
Human Reviews
Every job pauses in the review queue before anything is finalized. Your team can approve as-is or edit inline — with full AI context visible alongside the generated output.
Approved & Executed
Only after human sign-off does output reach your CMS, Jira project, or test runner. Governance is built into the workflow, not bolted on as an afterthought.
Enterprise Fit
Built for Outcomes, Not Just Experiments
ProtoWeave is positioned for teams that need measurable delivery gains, clearer governance, and a practical rollout path inside existing enterprise workflows.
Expected Business Outcomes
Faster Asset Metadata at Scale
Replace hours of manual tagging per batch with AI-generated titles, descriptions, alt text, and taxonomy tags — reviewed by your team before any commit.
Revenue Recovered from Brand Inconsistency
Inconsistent brand execution costs enterprises up to 23% in missed revenue. ProtoWeave's compliance scoring catches color, logo, typography, and tone violations before publish.
Figma URL to Production-Ready HTML
The average design-to-dev handoff takes days. ProtoWeave takes a Figma URL, fetches designs and exports, and produces structured HTML — with a human review step before delivery.
Who It's For
For Marketing and Content Operations Teams
Evaluate how ProtoWeave improves asset operations, workflow consistency, and release readiness across platforms.
For Content Operations Leaders
Assess how content creation, QA, and governance workflows can move faster without increasing review risk.
For Enterprise Architects
Understand where ProtoWeave fits within your stack, workflow controls, and operating model before pilot rollout.
Ready to Evaluate ProtoWeave for Your Team?
See the product capabilities, workflow fit, and rollout approach that matter most to your content and experience program.