Step 1 (Week 1)
$2K AI Strategy & Quick Win
Discovery + Strategic Roadmap
Output 1Complete systems architecture map
Output 2Actionable Execution Plan
DeliverableTargeted quick-win based on preset KPIs
AI Consulting & Automation Platform - v6.0
From fragmented tools
to a unified AI operations layer.
We build custom backend infrastructure that connects your isolated SaaS tools. We extract order from messy spreadsheets, PDFs, and APIs, dump it into a single source of truth, and provide the data layer for you to easily run your business on autopilot.
Entry $2K Strategy Blueprint
Ongoing $1.5K-$5K / month
Interface Managed UI / Optional Buyout
The Moat Cross-Platform Context
Our Moat - Cross-Platform Context:Native SaaS AI features only know their own walled gardens. Your CRM's AI does not know what's in your Stripe account or your operations chat. We build the glue layer that acts as an omniscient brain across all your disconnected tools.
Governance & Liability: We operate strictly as an LLC data-plumbing provider. We ensure data flows accurately, but clients maintain 100% legal liability for real-world automated actions. High-stakes workflows enforce mandatory Human-in-the-Loop (HITL) approval stops.
Model
The Build, Manage, or Graduate Funnel
Every engagement starts with mapping the chaos. From there, clients choose to retain us for execution and growth, or graduate and take the keys under strict support parameters.
Step 2 (Months 2+)
Ongoing Managed Infrastructure
Growth · Break-Fix · New Routes
Model$1.5K - $5K Monthly Retainer
FocusAggressive error handling & API plumbing
BoundaryZero UI/UX custom web development
Alternative Path
The "Graduation" Hand-off
Upskilling + Strict Ownership
ConceptClient assumes full ownership of infra
Support$250/hr Emergency Rate (Minimums apply)
AlternativeForced transition back to retainer
Platform
The Technical Stack
We specialize in scalable automation. We build the backend data engine and provide a packaged frontend interface, with the flexibility for clients to buy out and own the frontend glass when ready.
1. The Truth Layer
Supabase (Postgres)
The unified business brain
RoleCentralize fragmented SaaS data
ValueReplaces messy, brittle spreadsheets
ScaleHandles millions of rows effortlessly
2. The Routing & ETL Layer
n8n + Python
Aggressive error handling
RoleMoving data between APIs
RealityCustom scripts to fix fuzzy data
AlertsFailsafes route errors to us, not the client
3. The Reasoning Layer
LLMs (Perplexity/Claude)
AI as a structured parser
RoleTurn chaos into JSON
Use CaseRead PDF invoices, extract key metrics
AdvantageAgentic logic for multi-step tasks
4. The Interface Layer
Agentic & Low-Code UI
Softr / v0 / Custom GPTs
ModelTurnkey managed UI (Packaged Solution)
FlexibilityOptional UI buyout & hand-off
SolutionPlug Supabase into AI web builders
06 - Deployment & Integration Stack
Zero-Key MCP & Self-Hosted Infra
We deploy isolated environments on Coolify and use Composio to bridge authenticated users directly to AI interfaces. No API keys for clients to copy-paste, just a seamless sandboxed OAuth connection into Claude Desktop.
Phase 1: Foundation
Coolify + Next.js
Self-hosted Docker deployments
Next.js App Router environment
Supabase auth & RLS isolation
Total Data Sovereignty
Phase 2: The Bridge
Composio Entities
Map Supabase ID to Entity
@composio/react Dashboard
Sandboxed tool OAuth limits
Unified API Backbone
Phase 3: The AI
Claude Desktop
1-Click Magic Link generation
Universal MCP URL routing
Browser-based handshake
Instant Agentic Access
The Zero-Key Client Experience: Instead of navigating config files, the Next.js backend generates a secure session. The client clicks a magic link, selects Claude Desktop, inputs the universal MCP URL (
https://connect.composio.dev/mcp), and authenticates via browser.Self-Hosted Infra (Coolify VPS)
1. Client Auth via Next.js Portal
↓
2. Supabase Generates & Isolates user_id
↓ SECURE SESSION HANDOFF ↓
Integration Engine (Composio)
3. Composio Maps user_id to Entity
configures & routes sandboxed data
n8n (Workflows)
Slack
Gmail
Stripe
HubSpot
QuickBooks
↓ ZERO-KEY WORKSPACE ↓
4a. App Dashboard
Client manages UI (Softr / Next.js)
4b. AI Agent Chat
Claude Desktop uses universal MCP