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Case study · Marketing Content

Technical content at scale, accuracy intact

DeepX needed to turn complex computer vision research into marketing content. Without dumbing it down. Without pulling engineers off R&D.

Book a strategy callHow we built it
Results2 results
DeepXMarketing Content
AI agents integrated6
Technical accuracy100%

The client

DeepX builds AI-driven computer vision for high-stakes industrial environments - safety compliance, quality control, operational efficiency. Rugged hardware, advanced analytics, real-time alerts.

The challenge

Where it broke.

Cutting-edge R&D. Brilliant engineers. But marketing content? Engineers were spending more time writing than building. When they did write, technical accuracy was perfect but marketing impact was low.

What it cost

  • Organic traffic plateaued at industry average
  • Lead gen 25% below benchmarks
  • 45% of research unused for marketing
  • Sales lacking industry-specific materials
  • R&D productivity declining as engineers wrote content
Before · DeepX5 open issues
  1. Engineers writing marketingTechnical experts spending hours on content instead of R&D. Output capacity limited.
  2. Industry disconnectGeneric technical content. Different verticals need different pain points addressed.
  3. Accuracy vs. accessibilityFear of oversimplifying. Fear of technical errors. Both paralyzing.
  4. Scattered research45% of technical documentation sitting unused. Valuable insights locked away.
  5. Voice inconsistencyDifferent writers, different quality. Technical depth varied wildly.

The build

What we shipped.

6 integrated AI agents. Technical documentation → marketing content. Accurate, cited, on-brand. Engineers back to engineering.

The system · DeepX6 parts
Document knowledge baseEntire technical repository ingested. Every research paper, spec, and case study - now queryable.
Context-aware chunkingComplex technical documents segmented intelligently. AI understands context, not just keywords.
Voice-trained generatorTrained on DeepX's existing publications. Replicates technical writing style and credibility standards.
Auto-publish to WordPressDrafts created automatically. Images generated. Publishing streamlined.
Automatic citationsEvery technical claim backed by DeepX's documented expertise. No unsourced claims.
Slack-native workflowRequest content from Slack. Review in Slack. Publish from Slack.

Results

What changed.

DeepX · Results2 results
AI agents integrated6
Technical accuracy100%

Feedback

Dmytro FilatovCEO · DeepX
“Consistent, credible content that represents our expertise. Prospects arrive at sales calls understanding our technical sophistication.”

Next step

Want this in your company?

The solution behind itContent automation engine for technical teamsThe same multi-agent content system. Technical documentation transformed into marketing content while maintaining accuracy and brand voice.
Start hereBring one workflowA 30-minute working call. We’ll map one operational workflow to an agent stack and tell you honestly whether it’s worth building.Book a strategy call

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