LightOn vs Ravenna
Which Knowledge Management AI tool is better in 2026?
LightOn
The retrieval and document-intelligence API for enterprise AI
Ravenna
AI-native internal service desk built directly inside Slack that automates IT, HR, and
Side-by-side
Ravenna is the more established option (raised $15M), but LightOn is cheaper to start.
| Metric | LightOn | Ravenna |
|---|---|---|
| Taglinei | The retrieval and document-intelligence API for enterprise AI | AI-native internal service desk built directly inside Slack that automates IT, HR, and |
| Foundedi | 2016🏆 | 2024 |
| HQi | Paris, France | — |
| Employeesi | 41🏆 | 11-50 |
| Neuron scorei | 68🏆 | 52 |
| Total fundingi | $12.6M | $15M🏆 |
| Latest roundi | IPO · Nov 2024 | Seed |
| Valuationi | $66M🏆 | — |
| Cheapest paid plani | Pricing not disclosed🏆 | Pricing not disclosed |
| Free plani | ✓ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for LightOn and Ravenna.
| Capability | LightOn | Ravenna |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of LightOn
- Higher Neuron score (68 vs 52)
- More mature (2016)
🔵 Strengths of Ravenna
- Has raised more capital ($15M vs $12.6M)
- Newer company (2024)
Which should you choose?
Choose LightOn if price matters most — it starts at Free, which is friendlier for teams watching burn. Both Knowledge Management tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Ravenna if you want the most established option — it has raised $15M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
LightOn vs Ravenna — which is better?
It depends on your priority. LightOn is the leaner option; Ravenna has broader feature depth. See the side-by-side table above.
Is LightOn cheaper than Ravenna?
Yes — LightOn's cheapest paid plan is Free, while Ravenna's is Free.
Do LightOn and Ravenna offer free plans?
LightOn: Yes, has a free plan. Ravenna: Yes, has a free plan.
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