Not every contact at a customer account is a champion. The agent identifies champions by analyzing CRM engagement history, deal influence, email response patterns, executive sponsor status, and product usage attribution. Contacts who drove the original purchase decision, advocated internally, or are named in contract documents get tagged as champions automatically. The tagging logic is configurable — teams can define what 'champion' means for their business, whether that's the economic buyer, the power user, or the internal sponsor. Champion tags are maintained as org structures change and contacts shift roles.

LinkedIn updates, email bounce patterns, org chart changes, and third-party data providers all carry early signals of a champion transition. The agent monitors all of them continuously. When a champion updates their LinkedIn title, goes quiet on email, or appears in a new org chart, the system flags it immediately — not in the next monthly CRM audit. For accounts approaching renewal, champion risk is elevated to the CSM and AE automatically, with a recommended action: reach out now, identify a backup champion, or escalate to the executive sponsor. The goal is to act while there's still time to build a relationship with the incoming contact.

Relationship maintenance doesn't mean sending the same QBR recap every quarter. The agent monitors champion activity — job anniversaries, company funding, published content, LinkedIn posts, conference mentions — and triggers personalized outreach at moments that feel natural rather than transactional. When a champion posts about a new initiative that Lantern is relevant to, the CSM gets a suggested message drafted and ready to send. When a champion's company raises a round, the account gets flagged for an expansion conversation. The intent is to keep the relationship warm between renewal cycles, not just reactive when the contract is up.

At the portfolio level, the agent produces a champion health score for every account — a composite of champion tenure, engagement frequency, product usage activity, and job change risk. CSMs use this score to prioritize proactive outreach: accounts with declining champion health scores get attention before the renewal conversation surfaces a problem. The score updates weekly and feeds directly into the renewal risk model. Accounts with multiple champions and strong health scores are flagged as expansion candidates — healthy champion networks are the strongest leading indicator of upsell success.