Doss vs Pigment
Which Finance AI tool is better in 2026?
Doss
AI-native operations cloud that adds an intelligent inventory and operations layer on top of
Pigment
The agentic AI business planning platform
Side-by-side
Pigment is the more established option (raised $396.9M); pricing is comparable on both sides.
| Metric | Doss | Pigment |
|---|---|---|
| Taglinei | AI-native operations cloud that adds an intelligent inventory and operations layer on top of | The agentic AI business planning platform |
| Foundedi | 2022 | 2019🏆 |
| HQi | — | Paris, France |
| Employeesi | 11-50 | 400🏆 |
| Neuron scorei | 52 | 77🏆 |
| Total fundingi | $73M | $396.9M🏆 |
| Latest roundi | Series B | series_d · Apr 2024 |
| Valuationi | — | $1B🏆 |
| 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 | Contact_sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Doss and Pigment.
| Capability | Doss | Pigment |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Doss
- Offers a free plan
- Offers a free trial
- Newer company (2022)
🔵 Strengths of Pigment
- Has raised more capital ($396.9M vs $73M)
- Higher Neuron score (77 vs 52)
- More mature (2019)
Which should you choose?
Choose Pigment if price matters most — it starts at Contact_sales, which is friendlier for teams watching burn. Both AI Finance tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Pigment if you want the most established option — it has raised $396.9M, 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
Doss vs Pigment — which is better?
It depends on your priority. Doss is the leaner option; Pigment has broader feature depth. See the side-by-side table above.
Is Doss cheaper than Pigment?
No — Pigment's cheapest paid plan is Contact_sales, while Doss's is Free.
Do Doss and Pigment offer free plans?
Doss: Yes, has a free plan. Pigment: Paid only.
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