Dashboards and nudges that unlock 3x ROI from your enterprise AI investments.
Non-technical teams in enterprises face steep learning curves with AI tools, causing low user adoption and underutilized investments.
AdoptAI connects to enterprise AI APIs to track real usage, engagement, and value metrics across teams. It surfaces insights on low-adoption users with automated nudges via email/Slack, and benchmarks against industry peers. Non-technical managers get simple reports to justify spend and drive behavior change.
Non-technical teams in enterprises deploying AI tools
Privacy-first, API-only tracking with predictive churn alerts for AI users.
professional
Connect APIs for usage data from GPT, Copilot, etc.
Visual metrics on queries, value generated, per team/user.
Email/Slack reminders to low-usage users.
Compare to anonymized enterprise peers.
Alert on teams at risk of underusing AI.
Set thresholds for notifications.
PDF/CSV for exec presentations.
Add more AI providers.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| tier | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| organization_id | uuid | No |
| ai_provider | text | No |
| api_key_hash | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| organization_id | uuid | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | Yes |
| integration_id | uuid | No |
| queries_count | int | No |
| recorded_at | timestamp | No |
Relationships:
/api/integrationsAdd AI tool connection
/api/metricsFetch dashboard data
/api/nudges/sendTrigger nudge campaign
/api/benchmarksPeer comparison data
/api/webhook/ai-dataReceive usage webhooks
No nudges
Weekly reports
Dedicated support
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 4% | $48 | $576 |
| Month 6 | 600 | 7% | $630 | $7,560 |
Track, nudge, and benchmark your team's AI adoption – no devs needed.
Target AI procurement leads via LinkedIn Sales Navigator; Offer free audits of their current AI usage; Partner with AI resellers for intros to 3 pilot orgs.
Search + analytics
Broad, expensive; not adoption-focused
Micro-SaaS pricing for adoption only
Native to M365
Locked to MS tools
Multi-tool, privacy-first
Aggregated anonymized data creates unbeatable benchmarks over time.
Post-2023 AI hype, CFOs demanding ROI proof amid $100B+ spends.
API access restrictions
Webhook + OAuth focus; start with open APIs
Data privacy compliance
No data storage, hash keys; GDPR ready
Low willingness to connect APIs
Free proof-of-concept reports
Success: 3 share sample data
Success: 2 paying betas
Success: 20% MoM growth
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