# Artisan Series A Financial Model AI-native B2B SaaS platform consolidating the enterprise software stack with human-like "Artisan" AI employees that automate role-specific workflows - Canonical: https://finamodel.com/startups/artisan-series-a - Excel download: https://finamodel.com/startup-models/artisan-series-a.xlsx - Category: AI/ML - Model type: SaaS ARR / Valuation - Funding round: Series A - Funding: $25M - Founded: 2025 - Geography: Not stated; customers include global brands (SumUp, UBISOFT, Netflix, Apple, Meta referenced as example lead targets) - Customer: B2B ## About the company Artisan Sales is an AI-native B2B platform centered on Ava, an AI business-development representative. Ava finds and researches prospects, draws on a 300-million-plus B2B lead database and enrichment sources, personalises outreach, and runs email and LinkedIn campaigns in autopilot mode. The company is positioned to consolidate fragmented sales tools, then add AI employees for customer success, HR, marketing, and operations. Its go-to-market combines SEO-led inbound demand, where it ranks for AI BDR terms, with outbound sales to SMB and mid-market companies. The Series A model uses an ARR waterfall by AI-employee seat: new logos, expansion into seats and new Artisan roles, and churn. It tests ACV, NRR, inference cost and gross margin, then connects sales efficiency, functional headcount, cash runway, and labour-savings ROI. ## What's included - 5-year monthly revenue build with stage-appropriate growth assumptions - Full P&L, headcount plan, and operating-expense schedule - Cash-flow statement, runway, and burn-rate tracking - Valuation via exit multiple with a DCF cross-check - Returns analysis with MOIC and IRR - Unit economics including CAC, LTV, payback, and cohort retention ## Product & value proposition - Core thesis: Replace fragmented point-solution software stacks with consolidated, AI-first software managed by "Artisans" - AI employees trained to automate specific roles - First product: **Ava**, AI BDR (Business Development Representative) - automates outbound lead generation end-to-end: find → research → draft → outreach - Ava capabilities: 300M+ B2B leads database, dozens of data enrichment sources, personalization waterfall, email + LinkedIn outreach, autopilot mode, multi-agent architecture - Self-improving: Ava trains on aggregated, anonymized interaction metrics over time; no PII used - Product: **Artisan Sales** - consolidated sales ecosystem replacing tools like email warmup, bounce testing, intent data, 3rd-party enrichment, outbound CRM, AI sales playbooks - Roadmap: Artisan AI employees to extend across Customer Success, HR & Recruitment, Marketing, Operations - taking actions (scheduling, account reassignment, hiring) via natural-language prompts ## Market - Total Annual Labor Costs across target verticals: **$790B** - B2B Sales: $90–100B - Customer Success: $100–120B - HR & Recruitment: $130–150B - Marketing: $180–200B - Operations: $200–220B - Total Annual Software Costs across target verticals: **$52B** - Customer Success: $1–2B - Operations: $2–4B - Marketing: $6–8B - B2B Sales: $12–15B - HR & Recruitment: $19–23B ## Revenue model - Revenue model type: B2B SaaS subscription (inferred from product description and competitive positioning; no explicit pricing tiers shown) - Channels: Inbound (SEO-dominant; #1 Google ranking for "AI BDR") + outbound - Unit of sale: AI employee seat or platform license - GTM: Direct sales to SMB/mid-market B2B companies needing outbound sales automation ## Traction & metrics - Product demo metrics visible on cover/dashboard (slide 1, 3): Campaign dates 10/05/24–10/09/24; Engagement Rate 3%; Emails Sent 456; LinkedIn Messages Sent 78 - these appear to be illustrative UI demos, not company-level KPIs - Google search rankings: AI BDR #1, AI SDR #2, AI Sales Agent #3, AI Sales Rep #3 - Press: Named by TechCrunch as one of the "best-known AI SDR startups" alongside Regie.ai, AiSDR, and 11X.ai - Customer testimonial: Karlo Buik, Growth Lead at SumUp - No revenue, ARR, customer count, MoM/YoY growth, or churn figures disclosed ## Competition / moat - Competitors: unnamed 4 B2B-only players shown in comparison table; TechCrunch names Regie.ai, AiSDR, 11X.ai - Ava differentiation vs. competitors: - Data types: B2B + E-commerce + Local Business vs. B2B only - AI Employee Interaction: Chat-capable (others: None or Chat for one) - Data Enrichment: News, LinkedIn Posts, X Posts, Web Scraping (broadest set) - Advanced Features: Coaching + Personalization Waterfall + Web Visitor Tracking + Target Audiences (most comprehensive) - Moat narrative: SEO dominance (#1 "AI BDR"), consolidated platform lock-in (replacing multiple tools), self-improving AI flywheel ## Team & funding ask / use of funds - Jaspar Carmichael-Jack - Co-Founder & CEO: serial entrepreneur; founded on-demand services startup + 15-person GTM agency - Sam Stallings - Co-Founder & CPO: 9 years engineering, 4 years product; engineering at 2 YC companies; product + engineering at IBM; led eng + product at a consumer app startup --- ## Recommended financial model - **Archetype + why:** B2B SaaS ARR model with seat/AI-employee expansion layer. Artisan is a recurring-subscription business with a land-and-expand motion (start with Ava for sales, expand to CS, HR, Marketing, Ops). Standard SaaS ARR waterfall (new ARR, expansion ARR, churn ARR, net revenue retention) best captures the business. A secondary labor-displacement efficiency layer can be added to model ROI per Artisan seat (labor cost saved vs. software cost). - **Forecast horizon & granularity:** 5-year annual model (Year 1 monthly for cash management); Series A cohort visibility expected out to Year 3–5. - **Key drivers & assumptions:** - Starting ARR: $1–3M; typical Series A AI SaaS with early traction but no figure disclosed - flag as highest-priority data gap - ACV (Annual Contract Value per customer): $15,000–$30,000 per year for Ava seat(s); benchmarked against comparable AI SDR tools (AiSDR, 11X.ai public pricing); no deck figure - New logo growth (customers added per year): 30–80% YoY growth in Year 1–3, decelerating as market matures; typical early-stage SaaS growth trajectory - Seats per customer (expansion): 1.0 seats at land, growing to 1.5–2.0 as additional Artisan verticals launch - Gross margin: 65–75%; AI inference cost (LLM API) is meaningful at early scale, improving with volume; typical AI SaaS gross margin range - Net Revenue Retention (NRR): 110–120%; expansion into new Artisan verticals is the primary expansion lever - Churn rate (gross): 8–12% annually; SMB-weighted customer base tends toward higher churn - CAC: $5,000–$10,000 per customer; SEO-dominant inbound channel should compress CAC vs. pure outbound; no deck figure - CAC payback period: 6–18 months depending on ACV and sales motion - Headcount: Series A typically 20–50 employees; no headcount disclosed - R&D / S&M / G&A split: 30% / 40% / 15% of revenue in Year 1–2, improving toward profitability by Year 4–5 - **Scenarios (Base / Bull / Bear - which variables flex):** - Base: ACV $20K, 100% new logo growth Y1 decelerating to 40% Y3, NRR 115%, gross margin 70% - Bull: ACV $30K (mid-market penetration), NRR 125% (fast cross-sell of new Artisans), gross margin 75% - Bear: ACV $12K (price competition from well-funded rivals), churn 15%, NRR 95%, gross margin 60% (LLM cost pressure) - **Required sheets / outputs:** 1. Assumptions - all inputs in one place; all three scenarios 2. ARR Waterfall - new ARR, expansion ARR, churned ARR → ending ARR and customer count 3. P&L (Income Statement) - revenue, COGS, gross profit, S&M, R&D, G&A, EBITDA 4. Headcount Plan - by department, tied to revenue milestones 5. Cash Flow & Runway - burn rate, months of runway on Series A proceeds (amount TBD) 6. Unit Economics - CAC, LTV, LTV/CAC, payback period by cohort 7. Market Penetration - TAM $52B software cost; implied penetration at Base/Bull/Bear exit 8. Dashboard - KPIs: ARR, customers, NRR, gross margin, burn, runway ## Frequently asked questions ### Is the Artisan Series A financial model free? Yes. The Artisan Series A model is a free Excel download with live formulas. ### Can I change the assumptions? Yes. The workbook is editable and its live formulas recalculate when assumptions change.