Industry transformations.
Not prototypes. Production platforms with real data. Every one built with Brainstorm CLI, powered by BrainstormRouter, generating trajectories that train BrainstormLLM. The ecosystem in action.
BrainstormMSP
How an MSP Got Autonomous Security in 6 Weeks
The Threat
AI-native MDR platforms detect threats in seconds. Legacy SIEM and manual triage can’t compete. MSP clients are switching to vendors with autonomous security.
The Platform
Built an autonomous MDR control plane that transformed manual triage into AI-native security. The platform learns from every threat, self-heals, and operates 24/7 — turning a traditional MSP into an AI-native security provider.
Tech Stack
Python + aiohttp, Next.js 16, PostgreSQL + pgvector, Go edge agents, Terraform
Integrations
Acronis, Defender, Entra ID, ConnectWise, HaloPSA, NinjaOne
Key Differentiators
- →SHA-256 cryptographic evidence ledger — every action produces a verifiable receipt
- →3-tier autonomy levels — autonomous, supervised, manual escalation
- →DRY_RUN mode — test any agent action without side effects
- →93% auto-heal rate — agents fix issues before humans notice
“Six weeks from manual triage to autonomous security. The platform learns and heals faster every week.”
Brainstorm-GTM
One Operator. 70 Agents. The Output of a Marketing Team.
The Threat
AI-native competitors run full GTM operations with zero headcount. Manual outreach and campaign management can’t scale against automated pipelines.
The Platform
Built 70 specialized AI agents across 14 domains — lead gen, content, social, competitive intel, campaign orchestration, sales enablement. One operator runs the entire marketing operation.
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AI Agents
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Tests
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Domains
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Target MRR
Tech Stack
Python + FastAPI, Next.js 16, PostgreSQL + pgvector, MCP + A2A protocols, WebSocket gateway
Integrations
Clay, Instantly.ai, HeyReach, Bland.ai, HeyGen, Cal.com, n8n, Airtable
Key Differentiators
- →GOD MODE — 8 hours setup then fully autonomous headless campaigns
- →Multi-channel sequences: email + LinkedIn + AI voice + personalized video
- →Reality CRM with event sourcing — every prospect interaction tracked
- →25 intelligence sentinels monitoring competitive landscape 24/7
“One operator. Seventy agents. The output of a marketing department.”
Live at catsfeet.com
Peer10
From Spreadsheets to App Store in One Season
The Threat
AI analytics are replacing clipboard coaching and spreadsheet management. Tech-forward competitors are winning families. The $113.6B youth sports industry is ~55% still on manual tools.
The Platform
AI-native platform combining operations (scheduling, registration, finance) with memory (video analysis, highlights, narratives) in one flywheel. Built on real league data from day one.
Tech Stack
Next.js 14, SwiftUI + TCA, Turborepo, Drizzle ORM, pgvector, ElevenLabs
Integrations
Stripe, ElevenLabs, App Store Connect
Key Differentiators
- →God-Mode UX: Intent → Simulation → Diff → Control → Execution
- →“Celebrate never criticize” AI guardrails for youth content
- →Film Room with AI video analysis and auto-highlights
- →Full middleware security: CORS, RBAC, rate limiting, request IDs
“Real league data migrated in days. From spreadsheets to App Store in one season — without losing a single record.”
Lead Generation Network
33 Domains Generating Leads Across 7 Verticals on Autopilot
The Threat
AI content engines produce leads at near-zero marginal cost. Traditional paid acquisition gets more expensive every quarter. Manual content creation can’t compete.
The Platform
Single Next.js app serving 33 domains via middleware hostname routing. 7 monetization archetypes covering every lead gen strategy. Fully automated pipeline from visitor to buyer match.
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Domains
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Archetypes
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Lead Scoring
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Per Transfer
Tech Stack
Next.js 16, multi-domain middleware, Twilio (SMS + voice), Brevo (email), Stripe, Cloudflare DNS
Integrations
Twilio, Brevo, Stripe, Cloudflare, ElevenLabs
Key Differentiators
- →One codebase serves all 33 brands — zero per-domain overhead
- →Domain acquisition pipeline: register → DNS → deploy → code gen in one command
- →Quiz funnels scoring leads 0-100 with real-time buyer matching
- →A/B testing with z-test significance on every funnel variant
“One deployment. Thirty-three brands. Seven ways to monetize.”
OurBookNook
AI-Powered Book Club Management — From Highlights to Discussion Guides
The Threat
Book clubs run on group texts and spreadsheets. Meeting prep is a chore — nobody remembers who highlighted what. Discussion stalls when one person dominates. The tools that exist (Bookclubs, Fable) are virtual-first and miss what physical clubs actually need.
The Platform
Built an AI-powered book club companion that syncs Kindle highlights, identifies convergence points across members, and generates chapter-by-chapter discussion guides. BrainstormRouter handles all AI — model selection, cost optimization, and fallback routing so the app never needs to manage LLM providers directly.
Tech Stack
Next.js 16, React 19, Clerk Auth, Neon Postgres, Drizzle ORM, Capacitor 8 (iOS)
Integrations
BrainstormRouter (AI), Readwise (highlights), Open Library, Google Books, Hardcover GraphQL
Key Differentiators
- →Passage tagging + AI convergence detection — no competitor does collaborative highlight synthesis
- →BrainstormRouter handles all AI complexity — zero provider management, automatic model selection
- →Meeting-centric, not book-centric — designed for in-person gathering, not virtual reading
- →Mobile-first with Capacitor — Siri dictation, NFC bookmark taps, push notifications
“The AI doesn't replace the discussion — it makes sure everyone comes prepared with the best parts already surfaced.”
Live at https://ourbooknook.com
FinishStrong
AI-Powered SAT Prep — Personalized Practice That Adapts to Every Student
The Threat
SAT prep is a $1.1B market dominated by expensive tutors ($200+/hour) and one-size-fits-all courses. Students waste time on concepts they already know while struggling alone with their weak areas. Khan Academy is free but not personalized enough for serious score improvement.
The Platform
Built an adaptive learning platform where BrainstormRouter powers the intelligence layer — analyzing student responses in real-time, identifying knowledge gaps, generating personalized practice problems, and adjusting difficulty dynamically. Every AI interaction routes through BR for optimal model selection: complex reasoning questions use stronger models, simple drill generation uses fast cheap ones.
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Routing Strategies
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Models Available
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Per-Student LLM Cost
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Adaptive
Tech Stack
Next.js 16, React 19, Tailwind CSS, PostgreSQL, BrainstormRouter API
Integrations
BrainstormRouter (all AI), College Board question banks, adaptive learning engine
Key Differentiators
- →BrainstormRouter routes every question — complex reasoning to Opus, drill generation to Haiku, explanations to Sonnet
- →Adaptive difficulty via Thompson sampling — the same algorithm that routes models also adapts to student performance
- →Cost-optimized AI — students get premium model quality where it matters, cheap models for repetitive drills
- →No per-student API key management — BrainstormRouter handles all provider complexity
“Every student gets a personal tutor powered by the best model for each type of question — at a fraction of the cost of a human tutor.”
Live at https://finishstrong.ai
BrainstormEvent
Event Intelligence — Live Data Directly Into CRM and Marketing Automation
The Threat
Event organizers collect thousands of data points (registrations, check-ins, session attendance, sponsor interactions) but it sits in silos. CRM gets a CSV upload days later. Marketing automation doesn't know who attended what. Sponsor ROI is reported manually in spreadsheets weeks after the event.
The Platform
Built a real-time event intelligence platform that pipes live event data directly into CRM and marketing automation systems. BrainstormRouter powers the AI copilot — natural language event operations, predictive health scoring, and automated sponsor lead routing. Time Machine simulation lets organizers explore "what if" scenarios before committing changes.
Tech Stack
Next.js 14, TypeScript, Turborepo, Supabase Auth, PostgreSQL + pgvector, Drizzle ORM, Stripe
Integrations
BrainstormRouter (AI copilot), Brainstorm GTM (sponsor pipeline), SendGrid, Stripe, DigitalOcean
Key Differentiators
- →Time Machine — explore alternate timelines before committing. "What if the keynote cancels?" → full impact simulation
- →AI Copilot writes operations in English — "Move afternoon keynote to 9am" → generates ChangeSet → shows diff → requires approval
- →Live event data flows directly into CRM + marketing automation — no CSV exports, no delays, no manual work
- →Brainstorm GTM integration — 70 AI agents turn booth traffic into qualified sales pipeline autonomously
“Event data shouldn't live in a spreadsheet uploaded three weeks later. It should flow into your CRM in real-time, scored, enriched, and ready for follow-up.”
Live at https://brainstormevent.com