Scale, orchestrate, and govern autonomous agent fleets.
From brain dump to production. Engineering and business operations unified.
Hiring takes months. Retention is a constant battle.
IDE, CI/CD, Jira, Figma, Slack, monitoring. Context switching kills momentum.
No platform takes you from idea to production end-to-end.
Andrew Wilkinson replaced his team with a $40K/month Claude bill. Three months later, hours-per-week breakdown:
Burned the entire 2026 AI budget in 4 months after rolling out Claude Code to engineers with no orchestration layer:
11 controllers detect stalls, loops, failures. Auto-escalate before costs spiral.
Per-agent token budgets. Memory limits. API caps.
Execution traces. Cost analytics. Human approval gates.
| Company | Valuation | Round |
|---|---|---|
| Cursor (Anysphere) | $60B | Mega, 2026 |
| Factory AI | $1.5B | Series C, Apr 2026 |
| Cognition (Devin) | $2B+ | Mega-rounds |
| Claude Code | $380B | Anthropic line |
| Agentnetes | $3.3M pre | Seed · now |
Factory raised at $1.5B with no business-ops suite, no white-label, no managed platform. The risk/reward for early money is asymmetric.
Gabor Mayer (PM at Google) spent months assembling a 21-agent Claude Code workflow from Confluence spec to App Store. Sells a $500/student course teaching others.
Describe your project in plain English. The orchestrator decomposes it into missions, phases, and tasks.
12 engineering agents design, code, test, review, secure, deploy. 6 C-suite business agents handle ops.
21-page dashboard with token tracking, HITL gates, execution traces, and cost management.
Plain English. Attach specs, link Figma, or just describe.
Orchestrator creates phased missions. Scheduler assigns agents.
Specialist agents design, code, integrate, test in parallel sandboxes.
Code review, security scan, QA. HITL gate, then auto-deploy.
| Orchestrator | Decomposes and coordinates the full pipeline |
| Stories | User stories with acceptance criteria |
| Design | Figma integration, wireframes, tokens |
| Database | Schema design + migration generation |
| Frontend | React, Angular, or Vue |
| Backend | NestJS, .NET, or Go |
| Integration | API connectors and SDK glue |
| Mobile | React Native or Flutter |
| Code Review | PR review vs patterns + best practices |
| Security | SAST · CVE · OWASP |
| QA | Playwright + Maestro test generation |
| DevOps | CI/CD pipelines + cloud deploy |
| Agent | Responsibilities |
|---|---|
| CFO | Cash flow, P&L, board decks, aged receivables |
| General Counsel | Contract review, compliance, NDA, risk |
| COO | KPI, utilisation, capacity, ops reports |
| CHRO | Leave, onboarding, visas, performance |
| CMO | Campaigns, content, SEO, competitor intel |
| CRO | Pipeline, proposals, forecasts, client health |
Own orchestration engine + managed platform + specialist agents + business suite + white-label product. Nobody else has this combination.
Free community drives adoption · Pro converts teams · Enterprise serves compliance-heavy orgs · Open core builds trust · Managed hosting adds the convenience premium.
| Seed round | $1,000,000 |
| Pre-money | $3,300,000 |
| Instrument | SAFE · 20% discount |
| Minimum cheque | $50,000 |
| Founder commitment | $100,000 personal |
$1M lasts 18 months at projected burn. Default-alive at M12.
Pro tier compounds from M8. Enterprise unlocks 6-figure deals from M15.
$200K+ ARR + shipped business suite + 1st enterprise = clean A.
25+ years combined of enterprise technology, full-stack development, and AI engineering. Both founders have skin in the game with a $100K personal commitment to the round.
18 AI agents. Brain dump to production.
Engineering and business ops unified. Self-healing. Kubernetes-grade.