Industry transformations.
Not prototypes. Production systems with real data. Each project is an incumbent gaining AI-native capabilities without rip-and-replace.
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 Overlay
Built an autonomous MDR control plane as an overlay — no rip-and-replace. Deploys on top of existing PSA/RMM stacks. The incumbent keeps their clients while gaining startup speed.
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
“Overlay, don’t replace. The MSP keeps their PSA, gains autonomous security.”
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 Overlay
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.
0
AI Agents
0
Tests
0
Domains
0
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 Overlay
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
“The incumbent advantage: real league data + real relationships. AI makes it fly.”
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 Overlay
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.
0
Domains
0
Archetypes
0
Lead Scoring
0
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.”