Predict and prevent web3 talent churn with AI insights for enterprise teams.
Enterprise teams cannot hire or retain scarce web3 talent amid crypto winter downturns and fierce competition from big tech firms.
Upload your team's GitHub/activity data for personalized retention scores and action plans. AI flags burnout from commit patterns and suggests incentives like NFT bonuses. Track improvements over time to retain scarce blockchain devs.
Enterprise HR and tech leads building web3 or blockchain initiatives
Web3-specific signals like on-chain activity and crypto portfolio volatility, unlike generic HR tools.
supportive
Import GitHub repos and wallet addresses for team.
AI scores risk per dev based on web3 metrics.
Custom retention strategies like upskilling paths.
Real-time team health overview.
Weekly emails on retention trends.
Log NFT/ token rewards and impact.
Compare to industry web3 averages.
Slack notifications for high-risk devs.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| company_size | int | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| github_org | text | No |
| health_score | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| team_id | uuid | No |
| github_handle | text | No |
| churn_risk | int | No |
| wallet | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| developer_id | uuid | No |
| type | text | No |
| outcome | text | Yes |
Relationships:
/api/teamsCreate team and import data
/api/developers/:id/scoreGet churn score
/api/actionsLog retention action
/api/reportsFetch trend reports
No actions tracking
Up to 20 devs
Unlimited
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 15 | 7% | $42 | $504 |
| Month 6 | 120 | 12% | $432 | $5,184 |
AI detects churn risks from GitHub and on-chain data, with ready action plans.
Post in web3 Discord servers (e.g., Bankless) offering free audits for teams >5 devs. Email 30 blockchain firms from Crunchbase with 'free retention scan'. Convert via demo showing their public GitHub risks.
Surveys
No web3 or code signals
Passive GitHub/on-chain monitoring
Engagement
Manual input heavy
AI-automated web3 focus
Aggregated anonymized web3 retention data for better predictions.
Talent flight in winter; enterprises investing in blockchain need retention tools as hiring slows.
API rate limits on GitHub
Caching + proxies
Privacy concerns
Anon data + GDPR compliance
Low willingness to pay
Freemium proof
Success: 80% confirm need
Success: Risk predictions validated
Success: 30 signups
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