Narrative ingestion
The system absorbs the firm’s latest published research, theses, brand context, and strategic framing. This becomes the anchor for all downstream output.
Case Study · Web3 Liquidity
Institutional research that earns the engagement it’s built for
A Web3 liquidity firm continuously produced high-value research. We built the system that turns it into consistent, on-brand market commentary across their institutional distribution channels.
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The Challenge
Research that kept coming. Meaningful engagement that didn’t.
The firm’s research team operated at a high, consistent cadence, publishing rigorous market analysis and methodology papers for a narrow, highly specific audience. The intellectual output was continuous and credible.
What was missing was the production layer between that output and the engagement it was capable of generating. Commentary on live market conditions required time the team didn’t have. The research cycle and the engagement cycle were running at different speeds.
The Solution
A system anchored to the firm’s research, not the news cycle.
OM Digital built a content intelligence system that reads the firm’s latest published thinking, curates the most relevant market developments against it, and produces commentary that reflects the firm’s framing on current conditions.
Every output is written in the firm’s voice and queued for human approval before it reaches their distribution channels. The firm retains full editorial control. The system handles everything in between.
How It Works
Four stages, running continuously.
Market curation
Incoming news is scored continuously against an institutional signal filter. What remains is the market activity most directly relevant to the firm’s current narrative.
Weekly synthesis
A structured brief bridges the firm’s active research position with current market conditions, establishing the thesis and framing for that week’s commentary.
Distribution-ready output with human approval
Content is drafted in the firm’s voice and formatted for their institutional distribution channels. Each piece is reviewed and approved by the team before it goes out.
What Changed
Continuous research output. Continuous client engagement.
The firm achieved what the research deserved: consistent, relevant engagement from the clients and counterparties their thinking was written for, without any additional production overhead.
Engagement that matches the research
Commentary connects the firm’s published thinking to live market conditions, on the same cadence the research is produced.
Research that keeps generating value
Published theses continue producing relevant output as markets evolve around them. Nothing goes quiet after publication.
Voice and credibility maintained
Every output reflects the firm’s intellectual framing and terminology. Institutional positioning is consistent across every touchpoint.
Zero production overhead
The research team does the thinking. The system handles curation, synthesis, and distribution preparation.
Your firm keeps moving. Your clients should feel it.
New research, partnerships, product launches, new business arms. We build the system that ingests whatever is happening in your firm, connects it to relevant market news, and turns it into meaningful engagement with the clients who matter most.