Comptabilité pilotée par l'IA pour les SMBs — catégorise les transactions, rapproche les flux bancaires, génère la clôture mensuelle.
Tool UseMemoryRAG
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Pilot vs Tofuwhich AI ops agent should you pick in 2026?
AI-powered bookkeeping and CFO services for startups — autonomous monthly close with human reviewers.
Tool useMemoryRAG
Autonomous campaign execution across email, ads, and web at brand-safe scale.
Tool useMemoryRAG
Pilot vs Tofu — specs
| Spec | Pilot | Tofu |
|---|---|---|
| Agent Rank | 60 / 100 (B) | 63 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Subscription · from $499 | Subscription |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG | Tool use, Memory, RAG |
| Integrations | 4 apps | 5 apps |
| Verified | Verified | — |
| Released | Jan 2025 | Jun 2025 |
Agent Rank breakdown
Pilot
Agent Rank
60/ 100
- Autonomie
- 8
- Capacités
- 6
- Intégrations
- 2
- Tarification
- 4
- Maturité
- 6
- Vérifiabilité
- 10
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Tofu
Agent Rank
63/ 100
- Autonomie
- 9
- Capacités
- 6
- Intégrations
- 6
- Tarification
- 4
- Maturité
- 7
- Vérifiabilité
- 6
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pros & cons
Pilot
Pour
- +AI-driven bookkeeping with human reviewers — best-of-both reliability
- +Tax + R&D credit + CFO services bundled at higher tiers
- +Used by 2,000+ venture-backed startups
Contre
- −$499/mo entry is high for pre-seed founders
- −Mostly US-focused — limited international support
- −Less control if you want hands-on involvement in bookkeeping
Tofu
Pour
- +#1 in multiple 2026 marketing-agent buyer guides — top of the vertical
- +Autonomous orchestration across email + ads + web (most agents only do one channel)
- +Strong brand-governance — runs every output through brand library checks
Contre
- −Enterprise pricing only — no SMB self-serve
- −Newer than Writer/Jasper — fewer Fortune 500 case studies
- −Best ROI requires existing martech stack (HubSpot/Marketo/Salesforce)
Pricing
Pilot
Core
$499/mois
Seed-stage startups
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
Recommandé
Plus
$849/mois
Series A+
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
Premium
Sur mesure
Scaling startups
- +Dedicated controller
- +CFO services
- +Audit support
Tofu
Growth
Sur mesure
Mid-market
- +Email + ads + web
- +Brand library
- +HubSpot/Marketo sync
Recommandé
Scale
Sur mesure
Large brands
- +Unlimited campaigns
- +Multi-brand workspace
- +Advanced governance
Enterprise
Sur mesure
Fortune 500
- +Custom integrations
- +Dedicated CS
- +Custom SLAs
Which one should you pick?
Pilot
Pick Pilot if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Pilot →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Pilot or Tofu in 2026?+
Pick Pilot if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Tofu if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Pilot for primary work and Tofu for the workflows where its specific strengths matter.
What's the price difference between Pilot and Tofu?+
Pilot starts at Subscription · from $499; Tofu starts at Subscription. Pilot is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Pilot or Tofu?+
Tofu is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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Contrôleur IA — clôture mensuelle autonome, rapprochements, analyse des flux et commentaires de variance.
Tool UseMemoryRAG
Demo · hover to playL'assistant IA de travail de Microsoft — agents intégrés dans Word, Excel, Outlook, Teams et la Stack Microsoft 365.
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See more alternatives: alternatives to Pilot · alternatives to Tofu
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