Business Model
Pricing Philosophy
Core principles: generation is free and unmetered; the value metric is the connected data source; the data plane is local-first.
Our N-gram statistical engine costs ~$0.0000001 per record (CPU cycles only, on the customer's own hardware), while LLM-based competitors pay $0.001-$0.10 per record in inference. This 10,000x cost advantage lets us offer truly unlimited generation — and, in the agent era, unlimited AI agents: as coding agents multiply test runs and ephemeral environments, everyone who meters usage or seats punishes their own best adopters. We meter neither.
What we do price is the connected data source — a production database Phony syncs and anonymizes. Risk, compliance surface, and value scale with data sources, so price does too. Tables, rows, sync volume, users, and agents are never counted.
Because sync/anonymization compute runs inside the customer's infrastructure (local-first data plane), production data never has to reach our servers, the trust barrier drops, and our cloud is a thin control plane: orchestration, PII inventory, audit, compliance reports.
Why This Works
| Aspect | LLM-Based Competitors | Phony |
|---|---|---|
| 100K records | $100 - $10,000 cost | ~$0 (customer hardware) |
| 1M records | $1,000 - $100,000 cost | ~$0 |
| Can be unlimited? | ❌ No (cost floor) | ✅ Yes |
| Agent-driven usage spikes | ❌ Bill shock | ✅ Free |
| Speed | ~10 records/sec | 100K+ records/sec |
| Deterministic | ❌ No | ✅ Yes |
Result: We charge for orchestration, visibility, and compliance artifacts — not for data generation, users, or agents.
Competitive Positioning
| Competitor | Pricing Model | 50-table database |
|---|---|---|
| Tonic Structural | $199/mo + $19/table | ~$1,149/mo |
| Tonic Fabricate | Credits | Metered generation |
| Gretel.ai | Credits ($2/credit) | Metered generation |
| Phony Cloud | Flat per data source | $49-199/mo, tables never counted |
Pricing Tiers
| Tier | Price | Data Sources | Best For |
|---|---|---|---|
| FREE | $0 | 1 (preview) | OSS users, evaluation |
| STARTER | $49/mo | 1 | One production database |
| TEAM | $199/mo | 3 | Staging pipeline automation |
| BUSINESS | $599/mo | 10 (+$39/mo ea.) | Compliance requirements |
| ENTERPRISE | from $15K/yr | Unlimited | Self-hosted, air-gapped |
★ ALL TIERS: UNLIMITED GENERATION + UNLIMITED USERS + UNLIMITED AGENTS ★
📋 Complete feature matrix: See Pricing for the full breakdown.
Quick Comparison
| Feature | FREE | STARTER | TEAM | BUSINESS |
|---|---|---|---|---|
| Generation | ★ Unlimited | ★ Unlimited | ★ Unlimited | ★ Unlimited |
| Users & agents | ★ Unlimited | ★ Unlimited | ★ Unlimited | ★ Unlimited |
| Data sources | 1 (preview) | 1 | 3 | 10 |
| Scheduling | Manual | Daily | Cron + CI/CD | + Chains |
| PII inventory report | ✗ | ✗ | ✓ | ✓ |
| KVKK/GDPR report pack | ✗ | ✗ | ✗ | ✓ |
| SSO + RBAC | ✗ | ✗ | ✗ | ✓ |
Revenue Projections
Target: $600K ARR
| Tier | Price | Customers | Monthly |
|---|---|---|---|
| Free | $0 | 5,000 | $0 |
| Starter | $49 | 200 | $9,800 |
| Team | $199 | 90 | $17,910 |
| Business | $599 | 18 | $10,782 |
| Enterprise | ~$1,665 avg* | 6 | $9,990 |
| Total | 314 paid | $48,482/mo |
Annual: ~$582K ARR → path to $600K+ with tier upgrades and Business data-source add-ons.
*Enterprise list price is from $15K/yr, custom; ~$20K/yr ($1,665/mo) is the assumed blended ARPU for projection purposes.
Note vs the old $29/79/199 model: the same ARR now requires ~314 paying customers instead of ~530 — higher price points shift the load from customer count to customer value, which suits a small team.
Unit Economics
| Metric | Target |
|---|---|
| Blended ARPU | ~$154/month |
| Free-to-Paid Conversion | 5-8% |
| CAC (PLG model) | $250 |
| LTV (24 months) | ~$3,700 |
| LTV:CAC Ratio | ~15x |
| Monthly Churn | < 4% |
| Net Revenue Retention | > 100% (tier upgrades + data-source add-ons) |
Gross Margin
The local-first data plane means sync compute, storage, and generation all run on customer infrastructure. Our COGS is control-plane hosting and support only:
| Tier | Margin |
|---|---|
| Starter ($49) | ~92% |
| Team ($199) | ~93% |
| Business ($599) | ~93% |
| Enterprise | ~85% (support-heavy) |
Revenue Timeline
| Year | ARR Target | Paid Customers | Notes |
|---|---|---|---|
| 1 | $30-50K | 10-20 | Validation |
| 2 | $100-150K | 40-60 | Product-market fit |
| 3 | $300-400K | 120-160 | Growth |
| 4 | $600-800K | 250-350 | Exit-ready |
| 5 | $800K-1M | 350-450 | Exit window |
Exit Valuation
| Scenario | Calculation |
|---|---|
| Conservative | $600K × 5x = $3M |
| Base | $800K × 6x = $4.8M |
| Optimistic | $1M × 8x = $8M |
Why This Pricing Wins
vs Tonic Fabricate (LLM-based)
| Scenario | Tonic Fabricate | Phony |
|---|---|---|
| 100 records/mo | ✓ (within credit) | ✓ Unlimited |
| 10K records/mo | $100+ overage | ✓ Unlimited |
| 1M records/mo (agent-driven CI) | $10,000+ | ✓ Unlimited |
vs Tonic Structural (DB Sync)
| Tables in your database | Tonic Structural | Phony |
|---|---|---|
| 20 | $579/mo | $49-199 flat |
| 50 | $1,149/mo | $49-199 flat |
| 100 | $2,099/mo | $49-199 flat |
Phony counts databases, not tables. A growing schema never grows your bill.
vs the trust barrier
Tonic and Gretel ask you to route production data through their cloud. Phony's data plane runs in your network — the control plane only ever sees metadata, schedules, and reports. For KVKK/GDPR-sensitive buyers, this is the difference between a security review and a non-starter.
The Message:
"Generate a million records or a billion, from one human or a hundred agents. The price doesn't change — until you connect another production database."