The founder is the bottleneck
Everything meaningful eventually routes through one or two people. That is your growth ceiling. Every hour spent on inbox triage, invoice coding, or lead research is an hour not spent selling, hiring, or thinking.
The AI-agent playbook enterprise firms are running, scoped and priced for a business with 2-500 employees and no in-house AI team. Fixed price, deployed in 14-30 days, owned by you. First agent from €2,500. Median 6.4 hours per week reclaimed per seat.
Yes, for most small businesses in 2026. Independent 2026 data: 91% of SMBs deploying AI agents report revenue lift (Upwork), 66% report productivity gains (McKinsey), and the median knowledge worker with an active agent deployment saves 6.4 hours per week (Slack Workforce Index). At a fully-loaded €50/hour cost, that is €16,600/year per seat — dwarfing the €2,500-€7,500 typical build cost for a first agent. theagency47 is calibrated for exactly this buyer: fixed price, deployed in 14-30 days, owned by you, with the optional retainer that keeps it sharp after launch. First agent starts at €2,500 (Spark, 14 days), three-agent workforce at €7,500 (Workforce Starter, 30 days).
Christos Papadimitriou, theagency47 · Updated July 2026Everything meaningful eventually routes through one or two people. That is your growth ceiling. Every hour spent on inbox triage, invoice coding, or lead research is an hour not spent selling, hiring, or thinking.
A €35K-salary hire is €55K fully-loaded and takes 3-6 months to be productive. AI agents cover the same repeatable workflow shape for €500-€2,000/month in running cost, live inside 30 days, no onboarding.
Salesforce Agentforce, Microsoft Copilot Enterprise, Vertex AI Agent Builder — priced and shaped for 5,000-seat deployments. You need one narrow agent doing one specific job, at a price a small business signs off on same-day.
Across the SMB deployments we have shipped, these five workflow shapes account for roughly 80% of first agents. Each hits the four green flags: weekly cadence, ≥4 hrs/week saved, standard tools, rules with edge cases.
For every inbound lead, produce a 1-page brief with company background, decision-makers, likely fit, recent news, and 3 conversation starters. Ships to the sales owner before their first call.
Classify inbound tickets, route to right owner, draft first response for FAQ-shaped questions. Human sends. Team focuses on the 20% that need judgment.
Extract line-item data from inbound PDFs/emails, code against your chart of accounts, hand off to bookkeeper for one-click approval. Closes the "invoices sit for 2 weeks" leak.
Structure raw meeting notes into decisions + action items + owners, draft follow-up emails, sync into your project tracker. Runs on the same day as the meeting, not two days later.
Pull data from your CRM/analytics/spreadsheets, draft the weekly report in your standard format, flag anomalies, deliver to leadership Monday morning. You edit, you send.
€297. We scope your business, identify the top 3 first-agent candidates, and give you a fixed quote per agent. Fully credited toward any build in the next 60 days.
| Item | Estimate |
|---|---|
| First agent build (Spark) | €2,500 |
| Monthly Claude API + tooling | €100–€300 |
| Hours reclaimed / week (single-workflow agent) | 6–10 |
| Fully-loaded team cost / hour (SMB avg) | €45 |
| Monthly reclaimed value (single agent) | €1,080–€1,800 |
| Break-even on build cost | Month 2 |
| Year-1 net gain (single agent) | €10,000–€18,000 |
| Year-1 ROI (single agent) | ~300%–600% |
Numbers above are illustrative for a typical 12-person business. Your mileage varies with workflow, hourly cost, and adoption discipline. Multi-agent Workforce Starter deployments (3 agents, €7,500) typically triple these numbers.
The pilot. One agent for one workflow. Prove the concept, then upgrade with 100% credit toward Starter within 30 days.
Three agents across the three organizational tiers. First real taste of a coordinated AI workforce.
Five orchestrated agents that jointly own one full department (sales, support, ops, finance) end-to-end.
Yes for most SMBs in 2026. 91% report revenue lift, 66% report productivity gains, median 6.4 hrs/week saved. At €50/hr fully-loaded cost that is €16,600/year per seat — vs €2,500-€7,500 first-agent build cost.
Spark: €2,500, one agent, 14 days. 100% credit rolls into Workforce Starter (€7,500 for three agents) if you upgrade inside 30 days. For a €297 scoping audit that identifies the best first workflow, see the AI Audit.
The five most common: inbound lead research, Tier-1 support triage, invoice extraction, meeting-notes-to-follow-ups, weekly reporting drafts. All five share the same profile: weekly cadence, ≥4 hrs/week per person, standard tools, rules with occasional exceptions.
Almost never — the SMB pattern in 2026 is capacity augmentation, not replacement. Freed hours reallocate to revenue work or reduce burnout on stretched teams. If you were about to hire, capturing savings by not hiring is legitimate.
That is our modal customer profile. We handle system prompt, knowledge base, integrations, eval suite, deployment. You supply the workflow context and the team lead who owns daily use. Optional €500/month Care retainer keeps it sharp.
Zero-retention API config with Anthropic Claude (no training use, no data retained beyond 7 days). GDPR-compliant. DPA executed before any data touches an agent. We are EU-based.
Workforce Starter and above have a 14-day money-back guarantee if the deployed agents fail eval acceptance criteria. Spark ships with a 14-day support window and full ownership transfer either way.