AI Competitive Intelligence Agent for Business Teams
Monitor public sources, organize competitor changes, verify evidence, and deliver decision-ready briefs to business teams.
Monitors a defined source list, separates publication dates from event dates, corroborates material changes, and prepares a source-linked brief for an analyst.
- Define the monitoring question
- Collect dated public evidence
- Verify source and event timing
Choose one competitor set and a small group of change types with approved sources, a reporting cadence, and a named analyst.
What this workflow does
Monitor public sources, organize competitor changes, verify evidence, and deliver decision-ready briefs to business teams.
Start with one competitor set, an approved source list, a reporting cadence, and a decision owner who can judge what matters. Keep unverified claims, legal interpretation, market conclusions, and strategic decisions with the responsible analyst or executive.
How the workflow runs
Define the monitoring question
Set the competitor list, markets, event types, reporting cadence, approved sources, and business owner for the brief.
Collect dated public evidence
Capture relevant product, pricing, hiring, partnership, filing, and communication changes with source and publication dates.
Verify source and event timing
Separate the date a source was published from the date an event occurred, and corroborate material claims where possible.
Explain implications without presenting inference as fact
Summarize what changed, label interpretation clearly, and show the evidence behind each point.
Review the brief and refine monitoring
An analyst approves conclusions and strategic use, then records corrections and adjusts the source list or watch rules.
Controls to define before launch
| Control area | What the agent handles | What the team controls |
|---|---|---|
| Metrics | Tracks source coverage, corroborated material changes, analyst corrections, and brief delivery status. | Defines which competitors, markets, and change types count for the review period. |
| Review | Prepares a source-linked change brief and separates observed facts from interpretation. | Keeps market conclusions, legal interpretation, and external distribution with the named analyst. |
| Exceptions | Flags inaccessible sources, conflicting dates, unverified claims, and changes supported by only one weak source. | Decides whether to seek another source, defer the item, or publish it with an explicit limitation. |
| Evidence | Records the source URL, publisher, publication and event dates, captured passage, and change category. | Retains analyst corrections, corroboration decisions, approved brief, and distribution record. |
| Recovery | Marks the coverage gap and preserves the prior status when a monitored source or feed fails. | Restores or replaces the source, reviews missed intervals, and approves any backfilled changes. |
What to do before and after the pilot
Before launch
Before launch, start with one competitor set, an approved source list, a reporting cadence, and a decision owner who can judge what matters.
After launch
After launch, review source coverage, corroborated material changes, analyst corrections, and delivery status without treating unverified claims as facts.
Connect this workflow with OpenMax
Use OpenMax to collect and compare approved market sources while analysts retain interpretation, legal review, and distribution decisions.
Frequently asked questions
Where should the first AI competitive intelligence agent pilot begin?
Start with one competitor set, an approved source list, a reporting cadence, and a decision owner who can judge what matters.
Which decisions must remain with people?
Keep unverified claims, legal interpretation, market conclusions, and strategic decisions with the responsible analyst or executive.
How should the pilot be evaluated?
Review source coverage, corroborated material changes, analyst corrections, and delivery status without treating unverified claims as facts.
