Workflow guide · Internal intelligence delivery
Prepare a post-conference landscape update
Record what changed rather than rebuilding every slide.
The situation
When this workflow becomes useful
A major medical meeting changes several programs, datasets, timelines, and competitive claims within a few days.
Best fit
Competitive intelligence, business development, corporate strategy, clinical, regulatory, and commercial teams inside biotech and pharmaceutical companies.
The challenge
Why the obvious approach breaks down
Record what changed rather than rebuilding every slide. The challenge is to preserve the source, define what changed, and connect the update to a decision instead of collecting disconnected information.
How to think about the task
The reasoning behind the workflow
A major medical meeting changes several programs, datasets, timelines, and competitive claims within a few days. For competitive intelligence, the useful response is not simply to collect more links. The task is to decide what the new information changes, which source supports it, who needs to respond, and when the question should be reviewed again.
Record what changed rather than rebuilding every slide. The challenge is to preserve the source, define what changed, and connect the update to a decision instead of collecting disconnected information. A repeatable process keeps the work proportional to the decision and creates a record that another investor, analyst, editor, or team member can understand later.
Start with the decision this work must support
“Prepare a post-conference landscape update” becomes manageable when the user names the decision before opening more sources. The decision might be whether to escalate an event, update a thesis, change a calendar, commission deeper research, publish a story, or continue monitoring. A defined decision also makes it easier to exclude information that is interesting but not currently useful.
Build a source-linked change record
The core monitoring set for this workflow includes new versus repeated evidence, program and stage changes, competitive differentiation, development next steps, landscape assumptions changed. Each material update should retain its source and previous known state. That makes timing changes, accumulating evidence, and repeated execution patterns visible instead of leaving the user with an isolated snapshot.
Turn monitoring into an owned output
A post-conference change log updating programs, evidence, timelines, strategic implications, and unresolved questions. The output should state what changed, what remains uncertain, who owns any follow-up, and which future event will resolve the question. The team updates the existing landscape from a precise change set instead of rebuilding presentation slides from scratch.
Illustrative example
Illustrative workflow: prepare a post-conference landscape update
Begin with the specific company, program, portfolio exposure, audience, or competitive set in scope. Review the highest-confidence source first, compare the disclosure with the previous record, and then use secondary context only where it helps explain the change.
Complete the workflow by producing the defined deliverable rather than ending with a collection of tabs. Assign any unresolved question to an owner and set the next review around the most relevant clinical, regulatory, financial, strategic, or editorial event.
Questions to answer before making a decision
- What has changed in new versus repeated evidence, and why does it matter?
- What has changed in program and stage changes, and why does it matter?
- What has changed in competitive differentiation, and why does it matter?
- What has changed in development next steps, and why does it matter?
- What has changed in landscape assumptions changed, and why does it matter?
The workflow
A repeatable way to do the work
- 01
Define the specific decision or research question behind “prepare a post-conference landscape update.”
- 02
Set the monitored scope around new versus repeated evidence and program and stage changes.
- 03
Collect source-linked updates for competitive differentiation and record what changed from the prior state.
- 04
Review development next steps together with landscape assumptions changed before drawing a conclusion.
- 05
Produce the required output, assign follow-up ownership, and set the next review point.
Monitoring checklist
Signals to keep visible
Common mistakes
- Starting the monitoring process without a defined decision question
- Recording the latest state without preserving its source or previous state
- Ending with collected information but no owner, conclusion, or next review
Output and outcome
What good looks like
Deliverable
A post-conference change log updating programs, evidence, timelines, strategic implications, and unresolved questions.
Practical outcome
The team updates the existing landscape from a precise change set instead of rebuilding presentation slides from scratch.
Where BioPharmSignal fits
Reduce the collection work around the decision.
Use LiveFeed and company pages for source-linked monitoring, the PDUFA Calendar for upcoming FDA milestones, and watchlists or alerts to keep the relevant tickers and keywords visible. The workflow still requires independent research and judgment.
Frequently asked questions
Who is this workflow for?
It is designed for biotech competitive intelligence teams and adjacent biotech research users who need a repeatable, source-linked way to complete this task.
What should this workflow produce?
A post-conference change log updating programs, evidence, timelines, strategic implications, and unresolved questions.
What is the practical benefit?
The team updates the existing landscape from a precise change set instead of rebuilding presentation slides from scratch.
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