The operating plan for Suprance — an EU-first AI-augmented software marketplace expanding to the Americas once EU traction is proven. Founder network into European SMBs, scalable junior supply pool across EU & LATAM, senior reviewers on the hook for every delivery. Live platform: suprance.com.
The one-page memo. Everything investors need to decide if they'd like the full read.
Non-technical founders are stuck between three bad options: $50–200K agencies (unaffordable), $25/mo AI tools (fragile past feature 15, 1.7× more security holes), and Upwork/Fiverr (quality lottery, flooded with AI slop). 77% of freelancers now use AI anyway — but hide it. There's no trusted place to pay for AI-augmented software with a human on the hook when it breaks.
Suprance: AI generates ~80% of your app; a vetted human engineer ships the rest under their accountability. We run an AI scoping engine that turns a paragraph into a developer-ready spec with fixed price and timeline, then match the project to a tiered bench of vetted engineers. Every delivery is scanned, reviewed, and signed. Transparency is the feature, not a confession.
Combined $90B TAM (US SMB custom software $45B + EU SMB custom software €38–45B). $6–10B SAM across the two continents for founders & SMBs building apps under $25K. EU is structurally favored: 57.7% digitized vs. 78% US — wider gap means bigger upside. Policy tailwind unique to EU: €150B EU Recovery & Resilience Facility co-funds SMB digitization (Germany Digital Jetzt €50K/SMB, Spain Kit Digital €29K/SMB). Vibe-coding category $4.7B and growing 50%+ YoY.
Three revenue streams: (1) 15–20% commission per project (Trialist 20%, Verified 15%). (2) $99/mo client subscription (Suprance Pro: priority matching, SLA). (3) $299–999/mo maintenance retainers post-delivery (30%+ conversion target). Year 1 flagship: $2K–$8K MVP tier only. Fix-tier ($99–499) exists as an acquisition wedge, not a revenue stream. Enterprise ($25K+) deferred to Year 2. Blended net margin ~12% at Stage 1, expanding to 60%+ at Year 3.
Pre-launch, April 2026. We acknowledge zero revenue. But pre-revenue ≠ pre-proof. What exists right now:
Glebs M., founder & CEO. Software delivery background. Started delivering AI-built projects and noticed the same client pattern: 80% done, stuck on the last 20%. Built Suprance to be the team those founders can call. Founding engineer (month 1): senior full-stack at $6K/mo + 2% equity, 4-year vest, cliff month 6 — co-founder-track, expected to grow into CTO role post-seed. Advisory board (recruiting now): 3–5 named advisors from marketplace ops (ex-Toptal / ex-Upwork), AI/dev-tools (ex-Cursor / ex-Anthropic), and legal/finance.
$250K for 8–10% post-money ($2.5–3M valuation). SAFE with MFN + cap. Solo founder, pre-revenue, marketplace cold-start = genuine risk — we price the risk into the valuation rather than hide it. Investor gets a strong entry; we get a partner who's bought in at a fair price. Monthly burn ~$20K → 13-month runway.
EU-first sequencing: Q1: 15 projects (European warm intros only). Q2: 35 cumulative, ProductHunt launch, first Digital Jetzt co-funded SMB. Q3: 55 cumulative, retainer tier launched, begin US expansion only after EU repeat-rate > 30%. Q4: 80 cumulative, $240K GMV, real unit economics on 80 data points. Pitching seed round at $8–12M post-money.
AI generation cost approaches zero. Lovable proved there's a $200M-ARR market for AI-built apps in 14 months. The gap between demo-quality AI output and shippable production software is widening, not closing — enterprises now assume AI code has 1.7× more vulnerabilities. Accountability is the new scarce asset. The window to own "AI-transparent freelance" as a category is ~18 months before Upwork bolts it on or Lovable adds a human layer.
Two structural advantages most pre-seed marketplaces don't have: (1) warm-intro access to European SMBs via founder network — referral CAC €300–900 vs. paid €1.5–4K; (2) easy access to junior dev supply at €20–35/hr across EU + LATAM. Working AI scoping engine already live. Disciplined Stage 1 budget. Five layered moats planned (two-sided liquidity, accountability primitive, AI-transparent category, vetted supply, exit optionality to Lovable / Cursor / Upwork / Toptal).
The one-liner: Software built by AI. Guaranteed by humans. Suprance pairs every AI build with a vetted engineer who owns the result — powered by warm founder-network distribution into European SMBs and a scalable junior supply pool. We're the accountability layer between "AI demo" and "production app." $250K at $2.5–3M for 8–10%. Solo founder, honest about it. 80 projects Year 1, seed-ready by Month 12.
Triangulated top-down and bottom-up. Sources in the references section. Deliberately conservative: we under-claim the TAM and under-target the SOM.
| Company | Model | GMV / ARR | Valuation | Takeaway |
|---|---|---|---|---|
| Upwork | Generalist freelance marketplace | $4.3B GSV / $689M revenue | Public ($1.6B market cap) | Proof B2B freelance has scale. But fighting AI flood. |
| Toptal | Vetted premium freelance | Est. $500M+ revenue | Private (est. $1–2B) | Quality-tier works. "Top 3%" = positioning we can copy. |
| Lovable | AI app builder (self-service) | $200M ARR (14 months) | $6.6B (Series B) | Willingness-to-pay for AI-built apps is PROVEN. Our adjacent category. |
| Mercor | AI-matched human talent | Undisclosed | $10B (Oct 2025) | Closest biz-model match. Vertical-focused on AI labeling; we go general-purpose dev. |
| Fiverr | Services marketplace | $1.1B GMV / $384M revenue | Public ($900M market cap) | Year 3 at our scale plausibly hits 10–20% of early Fiverr GMV. |
| Suprance (Year 3 target) | AI + human marketplace | $8M GMV / $1.7M net revenue | Target: $10–20M post-seed | Seed-scale by Year 2. Series A-eligible by Year 3 if unit economics proven. |
77% of freelancers now use AI tools (Selfemployed.com). AI-skilled freelancers earn ~40% more (Upwork data). Higher-value contracts (>$1K) grew after GenAI arrived. Supply is there — it just lacks a vetted, AI-transparent platform.
Lovable + Bolt + v0 conditioned millions of non-technical founders that AI-built apps are real. Lovable hit $100M ARR in 8 months (fastest ever). The gap between "AI demo" and "production app" is the exact market we address.
Upwork + Fiverr will add AI-augmented tiers. Lovable + Cursor could add a human layer. First-mover advantage matters for marketplace liquidity — we want 500 vetted engineers and 100+ completed projects on the books before any incumbent moves.
Speed (horizontal) vs. quality & accountability (vertical). We're the only option in the top-right quadrant.
| Force | Pressure | What it looks like for us | Our defense |
|---|---|---|---|
| Threat of new entrants | Medium-High | AI tools lower barriers. Anyone with a Typeform + Stripe can claim to do this. | Speed to vetted supply + brand: "AI-transparent" category ownership in 18 months. Scale the quality pipeline — hard to copy the vetting + review infra. |
| Power of suppliers (coders) | Medium | Top engineers can go direct to clients. Platform disintermediation risk. | Escrow protection, automated quality scans, reputation portability, platform-provided demand. Accept ~30% disintermediation as baseline; make platform indispensable via retainers + client matching. |
| Power of buyers (clients) | Low | Clients are fragmented (SMBs, non-technical founders). Low individual pricing power; high WTP for accountability. | Fixed-price tiers, money-back guarantee, transparency report — reduce buyer anxiety without price cuts. Net: pricing power stays with us. |
| Threat of substitutes | Medium | Lovable/Bolt get better. Upwork adds an AI tier. In-house devs with Claude Code. | Position as complement, not competitor: "Lovable for prototype, Suprance for production." Own the post-demo layer. Deep integrations with AI tool ecosystems. |
| Competitive rivalry | Low-Medium | Crowded adjacent space (Upwork, Toptal, Lovable) but no direct competitor in "AI-augmented human marketplace with accountability guarantee" exactly. | First-mover advantage on category ownership. Be the noun investors use ("AI-transparent freelance"). |
Honest split: what's actually defensible vs. what's just a feature that looks like a moat.
Bottom line for investors: the real moat is data + supply + founder distribution. These take 12–18 months of live operations to build. The $250K buys that time. Everything else is marketing positioning that helps with demand but doesn't stop a well-funded competitor from copying. We're betting on speed — build the data + supply moat before an incumbent decides to move.
Every delivery is ~70% AI-generated, ~20% junior-finished, ~10% senior-reviewed & signed. Juniors (EU + LATAM at €20–35/hr) give structural cost advantage; seniors (the Core Team) own accountability. The promotion path below is how juniors graduate through tiers as they earn trust.
A developer has submitted their profile and is in vetting. Target acceptance rate: 8–15% (Toptal-style scarcity as trust signal).
The dynamic marketplace. Trialists take projects when available, get paid per delivery. Every output is reviewed by a Tier 2+ engineer before client delivery.
Coders who've earned trust. They get first pick of projects, higher revenue share, and are authorized to review Tier 1 output.
The internal engineering team. Hourly retainer + equity participation. Handles enterprise projects, leads reviews, builds platform internals, mentors Tier 1 & 2.
"The gig tier creates liquidity. The verified tier creates trust. The core team creates speed. Each tier is a different tool for a different kind of project — and the platform dynamically routes to whichever fits."
A cascade from Core → Verified → Trialist. Fast projects go to the fastest tier that can handle them. Complex projects go to the most senior. All with hard time limits.
| Signal | Weight | How it's used |
|---|---|---|
| Skills match | High | Exact match on required tech stack (e.g., Next.js + Stripe) |
| Complexity fit | High | Simple: any tier; Complex: Verified+; Enterprise: Core only |
| Current load | High | Max 2 concurrent projects per coder, enforced |
| Timezone overlap | Medium | Prefer 4+ hrs overlap with client for communication |
| Historical rating | High | Below 4.6 avg rating → excluded from this project |
| Language / domain | Medium | Match coder language to client's primary market |
| Past client overlap | Bonus | Coder who delivered for this client before gets priority |
Coders in the eligible pool get instant notification (email + Slack + in-app). Includes scope, estimated hours, payout, and deadline. No obligation.
First qualified coder to click "Claim" gets the project. Platform auto-locks to prevent double claims. Coder has 24 hours to accept formally (read full spec, confirm delivery date).
Project channel created (Slack/email), client introduced, spec finalized, escrow funds released to "pending delivery." Build begins.
Every code push runs through automated gates. Every Tier 1 delivery is human-reviewed. Every completed project produces a transparency report.
Every git push triggers ESLint, Prettier, TypeScript strict check, and import validation. Fails the push if broken. Keeps AI-generated code clean.
Semgrep + CodeQL scans for OWASP Top 10 on every push. SQL injection, XSS, exposed secrets, auth bypass, unsafe deserialization — flagged and blocked before merge.
Claude reviews the PR diff for business logic correctness, edge cases, and "smell." Posts findings as PR comments. Low-confidence AI output flagged for mandatory human review.
A Tier 2+ engineer reviews all Trialist work before client delivery. Reviewer earns a fee ($50–100) and is accountable for quality. Tier 2 self-reviews for most projects; complex work requires Core Team review.
On delivery: automated git-history analysis produces % AI-generated vs human-authored vs human-modified, security scan summary, test coverage, and time-to-completion. Attached to every project.
14-day bug-free guarantee. Uptime monitoring on the deployed URL. Client-reported bugs in this window = free fixes, counted against the coder's quality score.
"Quality isn't a feature — it's a pipeline. Every gate catches something different. A Tier 1 coder who skips steps won't last; the scans + reviews will surface it within two projects."
| Tier | Coder take | Platform fee | Why the split works |
|---|---|---|---|
| Trialist | 80% | 20% | Higher platform fee offsets mandatory review cost + risk of delivery failure |
| Verified | 85% | 15% | Proven reliability = lower overhead; competitive with Upwork's 15% to retain top talent |
| Core Team | Salaried | Rev share | Core isn't per-project billing; they're employees with equity and hourly pay |
The mix shift from Trialist-heavy to Verified-heavy is where margin expands — as the coder base matures, platform cost goes down (less mandatory review) while coder retention goes up.
Stage-disciplined hiring: each role unlocks only when a specific trigger fires. Over-hiring pre-PMF is the fastest way to burn runway without learning.
Started delivering projects with Cursor/Claude Code/Lovable and saw the pattern: founders with 80% done apps, stuck on the last 20%. Built Suprance as the team those founders can call.
Role scope: Product, sales, recruiting supply, quality reviews (first 20 projects), fundraising, brand.
Senior full-stack engineer with shipped production experience using AI tools. Builds platform, reviews every Trialist delivery, and grows into CTO post-seed. Co-founder-track: meaningful equity, cliff at month 6, full vest over 4 years. Derisk key-person risk by owning technical decisions independently.
Trigger: First-month close of pre-seed. Comp: $6K/mo + 2% equity, 4-year vest, 6-month cliff. Expected to take CTO title at seed round.
| When | Role | Compensation | Trigger condition | Why then |
|---|---|---|---|---|
| Month 1 | Founding Engineer (CTO track) | $6K/mo + 2% equity (4yr vest, 6mo cliff) | Pre-seed close | Co-founder-track hire. Owns platform + quality reviews. Takes CTO title at seed. Derisks solo-founder key-person flag. |
| Month 4–6 | Head of Growth | $5K/mo part-time → $10K/mo FT, + 0.5–1% equity | 20 projects completed, ProductHunt launched | Content engine + paid testing need a dedicated owner before scale. First hire is often fractional. |
| Month 6–9 | Engineer #2 (Core Team) | $10K/mo + 0.3–0.8% equity | 50 projects completed OR Tier 1 review queue > 3-day wait | Second reviewer unlocks Trialist tier scaling. Also brings in platform feature velocity. |
| Month 9–12 | Supply Ops Manager | $6K/mo + 0.2–0.5% equity | 200+ coders on platform OR vetting queue > 1-week wait | Manual coder recruiting and vetting hits scale limits. This role owns supply pipeline + tier progression reviews. |
| Rolling | Advisory Board (3–5) | 0.1–0.4% each over 2 yrs | Ongoing recruiting from Month 1 | Marketplace operator, AI/dev-tools veteran, legal/finance. Meets quarterly. Unlocks intros, calibrates plan. |
After seed round closes (target: Month 12–15 at $8–12M post-money). Budget assumes $1–2M seed.
Target profiles: Former exec at Toptal, Fiverr, Upwork, Contra, or an early marketplace operator from Airbnb/DoorDash. Knows the cold-start playbook, supply economics, disintermediation defenses.
Value: Avoid 2–3 expensive mistakes in Year 1 marketplace design.
Target profiles: Angel or operator from Anthropic, Cursor, Vercel, Replit, or Lovable. Understands AI code generation quality, where it breaks, how buyers evaluate it.
Value: Product direction on AI scoping engine; partnership intros.
Target profiles: Fractional CFO or legal advisor with marketplace experience. Ideally shipped a B2B marketplace through Series A + first enterprise contracts.
Value: Money-transmitter navigation, enterprise MSA review, tax optimization.
Target profiles: Former head of growth at a B2B SaaS that scaled past $10M ARR. PLG + sales-led hybrid experience. Understands content-led acquisition.
Value: Channel strategy, partnership intros, first enterprise sale calibration.
Year 1 disciplined and cash-constrained. Year 2 seed-funded, margin expansion begins. Year 3 compounds toward profitability.
Benchmarked against real marketplace comps (Toptal, Upwork, Fiverr early-stage growth). Includes Tier 2 review overhead in COGS.
| Line item | Year 1 | Year 2 | Year 3 |
|---|---|---|---|
| Projects completed | 80 | 400 | 2,000 |
| Avg project value (ACV) | $3,000 | $3,500 | $4,000 |
| GMV | $240K | $1.4M | $8M |
| Take rate (blended, net of review cost) | 14% | 15% | 16% |
| Commission revenue (net of Tier 2 review fees) | $34K | $210K | $1.28M |
| Subscription + retainer revenue | $6K | $90K | $420K |
| Total net revenue | $40K | $300K | $1.7M |
| COGS (Tier 2 reviews $100/ea, infra, subsidies) | $25K | $135K | $595K |
| Gross profit | $15K | $165K | $1.1M |
| Gross margin % | 38% | 55% | 65% |
| Salaries & benefits | $132K | $500K | $1.2M |
| Marketing & sales | $67K | $200K | $400K |
| Software, infra, tools | $22K | $60K | $120K |
| Legal, finance, insurance, admin | $15K | $60K | $100K |
| Total operating expenses | $236K | $820K | $1.82M |
| EBITDA | -$221K | -$655K | -$720K |
| EBITDA margin | n/a (pre-revenue) | -218% | -42% |
Honest note: this is a venture-funded business, not a profitable consultancy. All three years shown are loss-making at the operating level — that's by design. Pre-seed covers Year 1 burn. Seed ($1–2M, raised Month 12–15) covers Year 2–3 growth. Break-even target: Month 36–42 (Year 3.5–4), when project volume crosses ~3,000/year and revenue exceeds opex. The pre-seed thesis is narrower: prove unit economics on 80 projects, not profitability.
Benchmarked against real marketplace data. Toptal: 3–5× after 10 years. Upwork: 4–6×. We use their ranges as ceiling, not floor.
| Metric | Year 1 | Year 2 | Year 3 | Benchmark |
|---|---|---|---|---|
| CAC (blended) | $400 | $350 | $300 | Toptal: ~$500. Upwork: ~$200. Our mix: warm-intro (cheap) + paid (expensive) averages $350-400. |
| LTV (12-month) | $900 | $1,200 | $1,500 | Upwork SMB LTV: $800-1,500. Toptal: $3K+ (but premium). We're in the Upwork range, not Toptal. |
| LTV / CAC ratio | 2.3× | 3.4× | 5× | Benchmark: 3–5× is healthy for services marketplace. We don't project higher. 5× at Year 3 = top-quartile, not guaranteed. |
| Payback period | ~5 months | ~3.5 months | ~2.5 months | Under 6 months = venture-acceptable for marketplace. Under 3 = strong. |
| Gross margin per project (net of review) | 10–12% | 13–15% | 15–16% | Includes $100/project Tier 2 review cost that eats 3-5% of margin. |
| Event | Cash in | Cash out (cumulative) | Ending cash | When |
|---|---|---|---|---|
| Pre-seed close | +$250K | $0 | $250K | Month 0 |
| Y1 operating burn | +$145K (revenue) | -$395K | $0 | Month 12 |
| Seed round close | +$3M | -$395K | $3M | Month 12–15 |
| Y2 ops (net positive) | +$2.64M (revenue) | +$670K EBITDA | ~$3.7M | Month 24 |
| Series A optional | +$10–20M | — | Well-funded | Month 24–30 |
| Y3 ops (strongly positive) | +$19.85M (revenue) | +$12.45M EBITDA | >$15M | Month 36 |
| Metric | Year 1 | Year 2 | Year 3 | Why it changes |
|---|---|---|---|---|
| CAC (blended) | $300 | $250 | $180 | Content flywheel compounds; referrals grow from 5% to 30%+ of signups |
| LTV (12-month) | $1,500 | $3,000 | $6,000 | Repeat rate (30% → 60%), retainer conversion (15% → 35%), avg project up |
| LTV / CAC ratio | 5× | 12× | 33× | Benchmark: >3× healthy, >5× venture-scale |
| Payback period | ~3 months | ~1.5 months | ~0.8 months | First-project margin + retainer conversion timing |
| Gross margin per project | 14% | 17% | 20% | Tier mix shift: fewer Trialist reviews (20% platform fee), more Verified self-reviews (15% platform fee & no reviewer cost) |
| Net Revenue Retention (NRR) | ~105% | ~120% | ~140% | Retainer expansion + repeat project growth drives NRR above 100% |
Commissions drive revenue; retainer and subscription tiers just launched mid-year.
Retainers cross 18% — recurring revenue thesis starts to prove out.
Retainer + subscription = 25% of revenue. Reduces volatility, increases valuation multiple.
Investors rightfully challenge 5× → 33× LTV/CAC over 3 years. Here's the conservative case: half the LTV growth, 30% higher CAC. Still venture-worthy.
| Metric | Base case | Conservative case | Still works? |
|---|---|---|---|
| CAC (Y1) | $300 | $400 | Higher paid-mix (less organic initially) |
| LTV (Y1, 12mo) | $1,500 | $1,000 | 20% repeat (not 30%), no retainer |
| LTV/CAC (Y1) | 5× | 2.5× | ⚠ Below 3× threshold. Acceptable at pre-seed; must improve by seed. |
| LTV/CAC (Y3) | 33× | 10× | ✅ 10× is strong. Even halved, unit economics compound. |
| Y3 revenue | $19.85M | $9.5M | ✅ Still Series A-sized outcome. |
| Y3 EBITDA margin | 63% | ~40% | ✅ Healthy. Lower mix of retainers reduces recurring. |
| Verdict | Strong | Still investable | ✅ Even at half-growth, $9.5M Y3 rev + 40% margin = solid seed → Series A path |
The investor's takeaway: if you mentally halve our Year 3 projections and increase CAC by 30%, the business still reaches $9.5M revenue with 40% margin. We show the aggressive base case because we believe the EU warm-intro network and junior-cost arbitrage can achieve it — but we've done the math on the pessimistic case and it still works.
| Scenario | Y1 projects | Y1 revenue | Y1 EBITDA | Runway impact | Response |
|---|---|---|---|---|---|
| Best case (+50%) | 450 | $220K | -$40K | 15–17 months runway | Accelerate seed pitch; upsize round target |
| Base case | 300 | $145K | -$151K | 13 months | Execute plan; pitch seed Month 12 |
| Slow case (-30%) | 210 | $100K | -$185K | 11 months | Cut marketing 20%; delay Engineer #2 hire; extension bridge |
| Stall case (-60%) | 120 | $55K | -$210K | 10 months | Reduce founder salary to $3K; engineer part-time; narrow to single ICP; raise bridge or wind down disciplined |
"Even in the stall case we fail disciplined — $225K spent instead of $2M, with the infrastructure to return remaining funds. The downside is asymmetric in our favor because Stage 1 is cash-light."
| Comp | Stage at raise | Post-money | Relevance |
|---|---|---|---|
| Mercor | Pre-seed 2022 | ~$15M | Closest biz-model match (AI + human talent marketplace); higher because team of 3 ex-Thiel Fellows |
| Contra | Seed 2020 | ~$25M | Freelance marketplace; raised on vision, not traction |
| Pre-seed AI marketplaces 2026 | Median | $3–8M | Solo founder, working demo, no customers — lower end of range |
| YC pre-seed | Median | $2–4M | Accelerator baseline; standard deal $125K-$500K for 7-10% |
| Suprance | Pre-launch, solo, working demo | $2.5–3M | Solo founder + pre-revenue = lower end of range. Working demo + EU network bring it above floor. Risk priced in, not hidden. |
Budget assumes the Stage 1 direct-bill structure — not a regulated marketplace. Saves ~$25K vs. a full marketplace setup, redirected to marketing & engineer capacity.
| Category | 12-month budget | Why this amount |
|---|---|---|
| Lead engineer (FTE) | $72K ($6K/mo) | Senior contractor + 1–2% equity (4-yr vest). Builds the platform, reviews every delivery, becomes first Core Team member. Well below market ($10–15K) — trade-off is equity upside + early-team story. |
| Founder salary | $60K ($5K/mo) | Bare-minimum living wage. Enough to stop freelance side-work and focus 100% on Suprance. Cash-constrained by design. |
| Marketing & launch | $67K ($5.6K/mo) | Boosted by $12K from engineer comp savings. ProductHunt launch ($2K), paid ads test budget ($28K for Reddit/X/Google/LinkedIn), content production ($15K, 2 pieces/wk), SEO tools ($1.5K), PR outreach ($6K), email marketing stack ($2K), conferences + brand + swag ($6K), CRM + outbound tools ($6.5K). |
| SaaS stack + infrastructure | $14K ($1.2K/mo avg) | Anthropic API ($400–800/mo), Vercel/Railway hosting, GitHub Team, Linear, Figma, Notion, Slack, Google Workspace, Sentry, BetterStack, 1Password, Resend, Loops, PostHog (free tier), Semgrep. Full detail in next section. |
| Contingency + engineer buffer | $17K | ~2.5 extra months of engineer capacity (or runway extension), Stripe reserves (if imposed), unforeseen EU/US state tax filings, emergency bridge if fundraise slips, VAT/OSS consultation. |
| Accounting + insurance reserve | $8K | Lean ops: Mercury (free) + Zeni or DIY bookkeeping ($100–200/mo = $2K), Gusto Contractor ($0) + payroll when W-2 engineer starts ($0.7K), Delaware franchise tax ($450), state filings ($1K), insurance reserve ($4K — binds only when contract demands it). |
| Legal & corp setup (Stage 1, EU+US) | $12K | Up from $7K to cover EU presence. Stripe Atlas Delaware C-corp ($500), Cooley GO contractor MSA + IP assignment templates (free), lawyer-reviewed Client MSA — EU + US dual variant ($4K), GDPR compliance package: DPA template + Article 28 clauses + privacy policy ($2K), EU AI Act memo — deployer classification + risk-tier analysis ($2K), trademark filing EU + US ($2K), 2-hr pressure-test session with counsel ($1K), misc filings ($500). MTL memo still deferred (direct-bill model); SOC 2 still deferred. |
| Total | $250K | 12-month runway to seed-round metrics. Monthly burn ~$20K. |
"This is a disciplined pre-seed. We're not raising to scale — we're raising to prove the flywheel. One founder, one engineer, thirteen months, 80 projects with real unit economics. Hit them and a $1–2M seed at $8–12M post unlocks. Miss them and we fail disciplined."
Most marketplace-grade legal complexity doesn't apply to the first 20–50 projects. If we structure Stage 1 as a direct-bill consultancy with proprietary AI tooling, we defer ~$25K of legal/compliance work until it's actually triggered by a specific contract or volume threshold.
Client funds flow through Suprance as an intermediary. Suprance holds escrow, matches to contractors, releases on approval.
Suprance is the principal on every engagement. Clients pay Suprance; Suprance subcontracts to coders from its own operating account. No intermediary, no escrow.
"Airbnb started as photographed listings. DoorDash launched with 8 PDF menus and a Google Voice number. Stripe manually signed merchants up behind the scenes. Every serious marketplace started as a service. The marketplace structure gets added when volume makes manual operation impossible — not before."
| Line item | Full marketplace setup | Stage 1 simplified | Savings |
|---|---|---|---|
| Money Transmitter Law 5-state memo | $6,000 | $0 — direct-bill avoids | $6,000 |
| Platform ToS (marketplace-grade) | $5,000 | $3,000 — Cooley GO + $3K Client MSA | $2,000 |
| Per-contractor legal agreements (bespoke) | $2,000 | $0 — Cooley GO free templates | $2,000 |
| EU AI Act compliance memo | $2,000 | $2,000 — included (EU customers from day 1) | $0 |
| Tech E&O + Cyber ($3M, bound day 1) | $4,500/yr | $0 — reserve only, binds on contract demand | $4,500 |
| Pilot bookkeeping (Core tier) | $6,000 | $2,000 — DIY on Mercury + Zeni | $4,000 |
| Enterprise MSA review reserve | $3,000 | $1,000 — pressure-test session w/ counsel | $2,000 |
| SOC 2 Type I prep | $3,000 | $0 — defer until Series A / enterprise | $3,000 |
| Total Stage-1 legal/ops | ~$31,500 | ~$6,000 | ~$25,500 freed |
Legal infrastructure without demand is decorative. An extra $13K on paid testing, content, and outbound gets us to the 20-project threshold faster.
Roughly 8 extra weeks of senior contractor time at $6K/mo. Engineer velocity on the AI scoping engine is the only thing that truly de-risks Stage 1.
Pre-filled Vouch application kept in the drawer. Day an enterprise contract requires E&O + Cyber coverage, we bind within 2 weeks without a cashflow surprise.
| Deferred item | Activation trigger | Cost when activated |
|---|---|---|
| MTL 5-state memo + Stripe Connect migration | We start holding client funds in escrow beyond 30-day invoice terms • Milestone-held funds become a customer-requested feature • Cumulative float > $250K across clients | $6K memo + dev time |
| Tech E&O + Cyber ($1–5M) | First B2B MSA that requires proof of insurance (typically customers > $50M ARR) | $1.5–3.5K/yr, ~2 weeks to bind |
| EU AI Act compliance | First EU-based customer inquiry • Intentional EU go-to-market | $2–5K memo + ops review |
| Lawyer-reviewed platform ToS | 20th contractor onboarded • First contractor/client dispute • First enterprise customer procurement review | $5–8K |
| W-2 conversion / PEO | Any worker with set hours + assigned management duties + exclusivity • Second FTE hire | $200–500/mo + benefits |
| SOC 2 Type I | Series A term sheet • Fortune 1000 RFP • Fintech/healthcare vertical entry | $45–55K (Vanta + auditor) |
| Agent-of-payee structure | Moment you start matching client funds to specific contractor payouts with holds | Requires MTL memo first |
| State payroll registration | Each new state where a W-2 employee lives | $50–200 per state + Gusto handles filing |
The Stage 1 thesis: we are a software development firm with proprietary AI tooling, not a marketplace. Every engagement is a Suprance contract. Every coder is a Suprance subcontractor. This is legally simpler, cheaper, and — historically — how every serious marketplace started. The marketplace-grade infrastructure is what we graduate to once volume and specific customer requirements make it necessary, funded by the seed round that Stage 1 earns us.
The scoping engine currently runs Claude Sonnet. But the integration layer (lib/anthropic.ts) is already abstracted behind a provider-agnostic interface. Switching to OpenAI, Google, or a local model = 1-day code change, not a rewrite.
Post-seed plan: add OpenAI GPT as secondary route, run A/B tests on spec quality per model, implement automatic failover if Anthropic API goes down. Budget: 2 engineering days.
| Country | Entity req | Key risk | Mitigation |
|---|---|---|---|
| Poland | sp. z o.o. | Low | Light regulation, EU member |
| Romania | SRL / PFA | Low | EU member, growing dev market |
| Germany | UG / GmbH | High (Scheinselbstst.) | Cap single-client at 70%, own tools, no set hours |
| France | Auto-entrepreneur | Medium (URSSAF) | Avoid dependency thresholds, invoice via entity |
| Brazil | MEI / CNPJ | Low | Common for remote devs, well-established |
Rule: all coders invoice through their own legal entity. Platform enforces no single-client revenue > 70%. Stage 1 focuses on Poland + Romania (lowest risk, EU-native).
Accept ~30% disintermediation as baseline (same as Uber). Platform fights it with:
Investor feedback flagged the $500–$25K range as too wide for a pre-seed with one product. Response:
What the stack eventually looks like once triggers from Stage 1 fire. This is the reference we grow into, not what we launch with. Pricing is 2026 current.
Most items below are deferred at Stage 1 per the Concierge Escape Hatch. Items activate based on the trigger table above. This section exists so investors and future hires understand the destination.
| Item | Cost | Notes |
|---|---|---|
| Delaware C-corp formation (Clerky) | $820 | Lifetime package incl. 1st-year registered agent + expedited state filing. Alternative: Stripe Atlas ($500 flat + $2.5K Stripe credits). |
| Founder stock + 83(b) election | Included | 83(b) must be filed within 30 days — miss it and founder stock becomes a yearly tax nightmare. Clerky automates. |
| Lawyer-reviewed legal package | $5,000 | ToS, Privacy Policy, DPA, contractor MSA, IP assignment agreement (critical for marketplace), mutual NDA. Free Cooley GO templates reviewed by a SaaS-friendly firm (flat fee). |
| Money-Transmitter Law (MTL) memo | $6,000 | 5-state survey + guidance on escrow structure. Biggest marketplace blind spot. 31 states now enforce the CSBS Money Transmission Modernization Act — platform holding funds = license requirement ($5K–$50K per state). |
| Trademark filing (USPTO, "Suprance") | $1,500 | Attorney-filed, 1 class. $350 USPTO fee + $1K legal. |
| Early enterprise MSA review budget | $3,000 | First 2–3 B2B contracts get outside counsel review. $3K in lawyer time. Protects against unfavorable indemnity + IP clauses. |
| Brand + domain | ~$1,500 | suprance.com (already owned), logo refinement, brand guidelines, social handles secured. |
| ProductHunt launch assets | $1,500 | Launch video production, demo GIFs, OG images, hunter relationship prep. |
| Total one-time | ~$19,300 | Front-loaded in first 90 days. Counted in Legal ($18K) + Marketing ($42K) + Corp ($12K) buckets. |
| Tool | Purpose | Monthly cost |
|---|---|---|
| Anthropic API | Scoping engine (the core product) | $400–$800 |
| Pilot Bookkeeping | Monthly books + year-end close | $499 |
| Tech E&O + Cyber insurance | Required by B2B contracts; covers breach & professional liability | $250 |
| Vercel Pro + Railway | Next.js hosting, database | $40–$120 |
| Mercury banking | Business checking + savings | $0 |
| Gusto Simple payroll | Founder W-2 + employer taxes + 1099 filing | $61 |
| Loops.so | Marketing email | $49 |
| Sentry Team | Error tracking | $26 |
| Google Workspace (2 seats) | Email, Drive, Meet | $28 |
| Ahrefs Starter | SEO keyword research | $29 |
| BetterStack | Uptime + incident monitoring | $25 |
| Linear | Project management | $20 |
| Resend | Transactional email | $20 |
| Termly Pro+ | Legal pages (GDPR/CCPA/DPA) | $20 |
| Notion + Slack + 1Password + Figma | Team collaboration + password mgmt + design | ~$75 |
| Deel (per international contractor) | Compliance + payouts | $49/contractor |
| GitHub Team | Repos + CI | $8 |
| PostHog | Product analytics (free tier up to 1M events) | $0 |
| Stripe Connect | Payments + payouts (pass-through fees) | 2.9% + $0.30/charge |
| Typical monthly total | — | $1,150 – $1,500 |
The biggest pre-seed blind spot. 31 states enforce MTMA compliance. If Suprance holds client funds in an escrow float, we may trigger licensing in every state where a customer lives — $5K–$50K per state.
Mitigation: Use Stripe Connect Express with direct charges (Stripe is the licensed transmitter; Suprance is "marketplace of record"). Never hold funds; Stripe's FinCEN carve-out covers us.
Every coder on Suprance must assign IP to the client (or to Suprance as pass-through). Without a binding work-for-hire + present-tense assignment clause in the ToS, the coder owns the code. Enterprise diligence killer.
Mitigation: Platform ToS includes mandatory IP assignment. Reviewed by counsel. Signed on every onboarding. Copy of assignment included in client delivery.
1099 coders performing work directed, scheduled, and quality-controlled by Suprance may be reclassified W-2 under the DOL 2024 economic-realities test. Penalty: back wages, taxes, fines.
Mitigation: Suprance is a matching platform, not a staffing agency. Coders set own hours, use own tools, can decline projects, work for other platforms. Documented in ToS.
A single coder in California or New York = $800/yr CA minimum, a CA state return, potential sales-tax registration. Most founders miss this.
Mitigation: Track coder locations in Gusto/Deel. Quarterly nexus review with accountant. Register in states only when threshold triggered.
B2B customers will demand $1M–$5M Tech E&O + Cyber certificates on contract execution. Without it, deals stall indefinitely.
Mitigation: Vouch or SeedPod policy from day 90. $1M coverage first, scale as deal size grows. Line item in budget ($250/mo).
EU customers from day 1 means we're in scope. GPAI obligations live since Aug 2, 2025. High-risk obligations enforce from Aug 2, 2026. Algorithmic coder-scoring could qualify as Annex III high-risk (employment decisions).
Mitigation: Day-1 counsel memo ($2K — Stage 1 budget). Position as a deployer of third-party AI (Anthropic), not a provider. Keep matching human-in-the-loop at Stage 1 — no algorithmic coder scoring until post-seed. Reassess scope pre-seed round.
"Most solo founders underbudget legal by 3× and compliance by 10×. The difference between $5K and $20K legal can be the difference between closing an enterprise contract in month 6 or failing their diligence review."
Europe runs off warm founder-network intros (high-trust, lower CAC, longer sales cycle). America runs off the "Fix Your Lovable App" wedge (lower-trust, faster conversion, lower ACV). Both tracks feed the same coder bench.
| Quarter | Projects | Revenue | Coders | Key Moves |
|---|---|---|---|---|
| Q1 (Mo 1–3) | 20 | $30K | 20 Trialists + 1 Core | Recruit, Fix-Lovable wedge, ProductHunt, case studies |
| Q2 (Mo 4–6) | 60 cumulative | $100K cumulative | 50 Trialists, 5 Verified, 1 Core | Content engine live (2 pieces/wk), SEO for "Lovable alternative", accelerator partnerships (YC, Techstars) |
| Q3 (Mo 7–9) | 150 cumulative | $250K cumulative | 100 + 15 Verified, 2 Core | Maintenance retainer launched, first enterprise client, programmatic SEO ~50 landing pages |
| Q4 (Mo 10–12) | 300 cumulative | $500K cumulative | 200 + 40 Verified, 3 Core | Pitching seed round, category expansion (mobile, data), Lovable/Cursor partnerships |
Two case studies/week, each generating a blog post, a Twitter thread, and a YouTube build-in-public episode. Target long-tail: "hire developer for MVP", "Lovable alternative", "fix my vibe coded app", "AI-augmented dev service." Compound over Q3-Q4.
Startup accelerators (YC, Techstars, OnDeck): discounted builds for portfolio companies. No-code communities (Makerpad, NoCode.MBA). AI tool partnerships (Cursor, Claude Code): "when you need a human" referral.
Hundreds of auto-generated landing pages: "Hire an AI-augmented [React/Python/Next] developer for [landing pages/MVPs/APIs/dashboards]." Each targets a long-tail keyword. Launch in Q3 once we have enough case studies for credibility.
Client refers client → $200 credit on next build. Coder refers coder → 1% bonus on first 3 projects of the referred coder. Uber's model, proven at scale.
What we report monthly to investors and track internally weekly. The north-star is a healthy marketplace — not just revenue.
| Risk | Severity | Mitigation |
|---|---|---|
| Cold start fails — can't recruit 20 coders fast | High | Founder's personal network (50+ dev contacts), earnings subsidy budget ($40K), warm outreach to top vibe-coders on X/IH |
| First 5 projects miss spec — brand damaged before launch | High | Founder personally reviews every Tier 1 delivery for first 20 projects. Over-scope Core reviewer time. |
| Disintermediation (coder + client go direct) | Medium | Escrow protection, automated security, reputation, matching make platform indispensable. Accept 30% disintermediation as baseline. |
| AI tools improve — humans less needed | Medium | Shift role from "builder" to "quality guarantor + accountability layer". Even with perfect AI, someone must sign the work. |
| Incumbent (Upwork, Lovable) adds AI-augmented tier | Medium | Speed to PMF. Purpose-built beats bolt-on. Position for acquisition if necessary. |
| Unit economics break on small projects | Medium | $500 minimum project size. Push maintenance retainers ($299–999/mo) for LTV. Shift mix to Verified over time (lower review cost). |
| Can't raise $250K at $2.5–3M | Medium | Fallback: $150K at $3M post-money (5%). Or: $200K at $4M. Or: YC apply (next batch = $500K at $2M). |
| Founder burnout (solo) | Medium | Core engineer hire unlocks 50% of founder time. Co-founder search ongoing in parallel with funding. |
| Regulatory / liability for AI-generated code | Low | Human-in-the-loop is the EU AI Act's preferred model. We're already compliant. Position as the responsible alternative. |
Pre-seed buys 13 months. Seed round ($1–2M at $8–12M post-money) requires proof the flywheel works. Here's the bar.
$250K buys 13 months to prove that an AI-augmented dev marketplace — with junior supply, senior review, and EU warm-intro distribution — can deliver 80 completed projects at $240K GMV with proven unit economics, unlocking a $1–2M seed round at $8–12M post.
We win if the flywheel proves real. We lose disciplined, with $10K spent instead of $500K, and the infrastructure to give the money back.