🧠 Enterprise AI Infrastructure

The AI layer for supply chain & operations teams that run the world.

Proprietary LLMs. Production-grade agent packs. MCP connectors into Oracle, Blue Yonder, and Eclipse. Research automation. Built by operators who've lived the problems — not consultants who've read about them.

Looking for personas, BVA agents & merch?

Claw-Shop.com is our consumer storefront — Companion AI personas, Business Value Agents, prompt packs, and the 🦞 merch line. SaaSquach.ai is the enterprise infrastructure layer.

Visit ClawShop →
Status Phase 1 in development — dataset generation Pipeline code complete M5 Ultra training: post-PMF

The SaaSquach Companion LLM

A proprietary fine-tuned language model for persona-consistent AI companions and domain-expert agents. Runs locally. No API fees at scale. Full data sovereignty. The same strategic move Character.ai and Replika made — applied to the enterprise.

Why a Proprietary Model?

General-purpose LLMs play a persona. They won't be one — not with the behavioral fidelity that a companion product requires at scale. Owning the model means owning the moat.

  • Behavioral fidelity — each persona stays in character across sessions
  • Cost control — local inference eliminates per-token API fees
  • Data sovereignty — quantized model runs on-premise, inside client firewall
  • IP ownership — trained weights are an asset on the balance sheet

Architecture

One base model. Multiple personality adapters via LoRA. Swap the adapter at runtime — instant persona switch with no model reload.

  • Base: Qwen 2.5 14B Instruct (Apache 2.0, fully commercial)
  • Training: QLoRA via Unsloth — 4 archetypes, one adapter each
  • Memory: three-tier (short-term buffer → mid-term summary → LanceDB vector)
  • Serving: FastAPI inference server with hot-swap personality switching
  • Deployment: GGUF export → Ollama → runs on 24GB Mac or enterprise workstation

Phase Roadmap

PhaseWhatTimeline
1 — DatasetSynthetic training data via Claude API. 500 convos × 4 archetypes × 40 scenarios. ChatML + Alpaca export.Now
2 — Fine-TuneQLoRA adapters on Qwen 2.5 14B. One adapter per archetype. GGUF export for Ollama deployment.Q2 2026
3 — Persona EvalConsistency Engine scoring (≥85/100 threshold). DPO tuning using scores as reward signal.Q2–Q3 2026
4 — BVA Adapters26 domain-expert LoRA adapters. One per BVA character. Extends base companion model.Q3 2026
5 — Edge DeployQ4_K_M quantization. 8GB RAM on-device. Enterprise firewall deployment. Full sovereignty.Q4 2026
Status Specs complete — build sequence defined Lead Time Truth (#4) builds first

NG Agents — Supply Chain Workforce

13 AI agents for distribution supply chains. Each agent targets a specific function with domain expertise built in — not generic AI applied to operations, but purpose-built intelligence for the problems distribution companies actually face.

⏱️
Lead Time Truth Agent
Financial Intelligence · Builds First
Eliminates lead time inflation across your supplier base. Pays for itself in week 1. $14M inventory reduction potential at distribution scale.
$499–$999
🔓
Reserve Release Agent
Financial Intelligence
Identifies stale reserves and automates release workflows. Unlocks working capital trapped in conservative inventory accounting.
$499–$999
💀
Dead Stock Intelligence
Financial Intelligence
Classifies aged inventory by recovery probability. Recommends liquidation, redeployment, or write-off with margin impact modeling.
$499–$999
🔄
Replenishment Intelligence
Operational Intelligence
Dynamic reorder points that adjust to real demand signals — not static safety stock formulas that went stale after the last S&OP.
$599–$1,199
🚚
Supplier Performance Agent
Operational Intelligence
Automated scorecards, OTIF tracking, and rebate gap forecasting. Surfaces which suppliers are quietly costing you money.
$599–$1,199
🌐
Network Optimization Agent
Operational Intelligence
DC-to-DC transfer recommendations, slow-mover routing, and regional imbalance detection. Moves inventory to where it sells.
$599–$1,199
⚡
Wire & Cable Intelligence
Operational Intelligence
Specialty agent for distributors managing shorts, reels, and cut-to-order inventory. Built for the complexity of high-variability SKU management.
$599–$1,199
⚠️
Risk Intelligence Agent
Risk & Intelligence
Supply disruption early warning — geopolitical, financial, and operational risk signals aggregated and scored against your live supplier book.
$699–$1,499
📡
Demand Signal Agent
Risk & Intelligence
Reads internal + external demand signals, surfaces anomalies, and flags forecast bias before it propagates into purchasing decisions.
$699–$1,499
🛡️
Compliance & Audit Agent
Risk & Intelligence
SOX audit trail automation, contract compliance monitoring, and regulatory exposure tracking — across Oracle, BY, and Eclipse simultaneously.
$699–$1,499
💼
Sales Intelligence Platform
Sales & Customer
Pre-call briefs in 30 seconds. Real-time availability. Quote lifecycle monitoring. Win-back engine. The only NG agent that makes money vs. saves money.
$699–$1,499
💳
Credit & Collections Agent
Sales & Customer
5-signal early warning AR risk engine. 45-day lead time to bad debt. Payment behavior + buying behavior + project pipeline → composite risk score.
$599–$1,199
📝
Job Estimating Intelligence
Sales & Customer · Phase 2
Embeds the distributor into contractor bid workflows. BOM analysis, availability check, and competitive pricing — before the RFQ lands on a competitor's desk.
Coming Phase 2

All 13 agents available individually ($499–$1,499) or as a complete bundle at $5,999. Consulting deployment packages from $10K–$150K. Available via ClawShop and direct through Charles & Roe.

View on ClawShop →
Status Agents 1 & 2 built Agent 3 in development Agent 4 (self-serve): Q2 2026

Research Agents — Intelligence Automation

Four agents that automate the Charles & Roe consulting research methodology. What takes a consultant a week of desk research runs in minutes — with McKinsey, Bain, BCG, and Bridgewater personas baked into the prompt architecture.

📡
Pre-Engagement Intel Bot
Agent 1 · Internal Tool → ClawShop Product
Triggered when a new prospect is identified. Automatically runs market intel, competitive landscape mapping, and TAM/SAM/SOM analysis. Delivers a one-page brief before the first call — sourced from Perplexity Sonar Pro.
  • Trigger: /intel [company] [industry] via Telegram
  • Prompts: Bain competitive landscape + McKinsey Five Forces + TAM sizing
  • Output: 1-page brief → Telegram + saved to client file
$10,000 · License
📚
Engagement Research Agent
Agent 2 · Full Research Package
Given a client brief, selects from 12 elite consulting prompts across 9 firm personas and runs them sequentially. Synthesizes outputs into a structured research package — the analytical backbone of a consulting deliverable in minutes.
  • 12 prompts across Bain, McKinsey, BCG, Deloitte, Simon-Kucher, Bridgewater, and more
  • Engagement type routing: competitive review, market entry, pricing, AI transformation, full discovery
  • Output: full research package in markdown + executive summary
$10,000 · License
👁️
Competitive Watch Agent
Agent 3 · Scheduled Monitoring
Weekly or monthly scheduled runs on tracked companies and industries. Compares current output to prior run and surfaces delta — new competitor moves, funding events, product launches, regulatory shifts. "Your competitor just launched X" before the client tells you.
$10,000 / year · Coming Q2 2026
🛒
Self-Serve Research Product
Agent 4 · ClawShop Product
The consulting research toolkit packaged for self-serve. Client enters company context, selects research type, gets McKinsey-grade analysis in minutes — without hiring a consultant. Distributed via ClawShop, priced per report or subscription.
$249 / mo · Q2 2026
Status Oracle MCP: production-ready Blue Yonder MCP: Q2 2026 Eclipse MCP: Q3 2026

MCP Layer — ERP Integration

The Model Context Protocol integration layer that connects SaaSquach AI agents to live enterprise data. Deployed inside the client's own infrastructure — data never leaves the security boundary. This is Layer 3 of the three-layer differentiation that no competitor can replicate.

Why MCP?

Agents are only as good as their data. MCP is the standardized protocol that lets AI agents query, read, and act on live ERP data — with audit trails, access controls, and human-in-the-loop gates built in.

  • Real-time data — agents see live inventory, orders, and supplier data, not exports
  • Action whitelist — agents can only execute pre-approved operations
  • SOX-compliant audit trail — every agent decision logged to Oracle Audit Vault
  • HITL gates — high-value actions ($50K+) require human approval before execution
  • Deployed inside client firewall — zero data exfiltration

Integration Targets

Each MCP connector is a dedicated integration built and maintained by SaaSquach AI — not generic API wrappers.

  • Oracle AI Database 26ai — live via Select AI (NL → SQL → JSON). MCP/SSE connection. Production-ready today.
  • Oracle Fusion Cloud — REST integration for Procurement and Inventory workflows. PO creation, approval routing, adjustments.
  • Blue Yonder SCPO — demand signals, replenishment plans, network constraints. REST API. Q2 2026.
  • Epicor Eclipse — branch operations, sales intelligence, AR data. The only AI layer built specifically for Eclipse. Q3 2026.
🔴
Oracle MCP Connector
Production-Ready · Oracle AI Database 26ai
Full MCP/SSE connection to Oracle AI Database 26ai. Natural language → Select AI → SQL → structured JSON. Used by the Oracle 5-Agent Pack. SOX audit trail. Action whitelist. $50K HITL gate.
Live · $6,000 / year
🔵
Blue Yonder MCP Connector
Q2 2026 · SCPO + Luminate
REST integration into Blue Yonder Supply Chain Planning & Optimization. Reads demand signals, constraint data, and network plans. Writes replenishment recommendations back via API.
$7,200 / year · Q2 2026
⚫
Epicor Eclipse MCP Connector
Q3 2026 · Branch + Sales Data
The only AI integration built specifically for Eclipse. Branch inventory, order management, customer data, and AR — surfaced via MCP to the NG and EIP agent layers. Highest moat, lowest competition.
$9,600 / year · Q3 2026
🔗
All Three Connectors
Bundle · Oracle + BY + Eclipse
Annual license for all three MCP connectors — Oracle, Blue Yonder SCPO, and Epicor Eclipse. Full cross-system visibility for the complete distribution stack. Includes version maintenance as each ERP evolves.
$18,000 / year
📐
Integration Architecture Pack
Available Now · ClawShop
Master integration document: BY + Oracle + Eclipse data loops, build sequence, agent-to-connector routing, and data governance framework. The blueprint for deploying the full MCP layer.
$499
Status Oracle 5-Agent Pack: on ClawShop BY + Eclipse agents: Q2–Q3 2026 COBOL + Sentinel: Q4 2026

ERP Intelligence Package — 9-Product Suite

Five AI agents and four framework products targeting the five dominant ERP platforms in enterprise distribution. Each product ships with source code, documentation, and deployment guides. Two revenue channels: ClawShop self-serve and Charles & Roe consulting deployment.

🔴
Summit
Integrates with Oracle Fusion Cloud
Five autonomous AI agents on live Oracle Fusion data. PO creation, rebate tracking, aged inventory intelligence, SOX-compliant HITL gate. Oracle AI Database 26ai native.
Live Now · From $9,999 · View Deck →
🔵
Ridgeline
Integrates with Blue Yonder SCPO
Demand sensing, replenishment automation, and aged inventory intelligence on top of BY SCPO. 7 MCP tools. DuckDB intermediary cache. Data sovereignty guaranteed.
From $9,999 · View Deck →
⚫
Timber
Integrates with Epicor Eclipse
The only AI agent built specifically for Eclipse. Branch intelligence, sales pre-call briefs, AR risk scoring, and inventory transfer logic. Nobody else is building for Eclipse.
Q3 2026 · Early Access · View Deck →
🏚️
Elder
Integrates with COBOL Legacy Systems
AI translation layer for COBOL-based legacy ERP systems. Reads mainframe outputs, surfaces modern analytics, and bridges legacy data into the MCP agent ecosystem without a full replatform.
Q4 2026
🛡️
Lookout
Works across all connected ERPs
T1/T2/T3 escalation tiers across all active agents. Cascade risk detection, quiet accumulation patterns, and integration drift monitoring. The supervisor layer that watches the watchers.
Post-primary agents
📐
Bedrock
Oracle · Blue Yonder · Epicor
BY + Oracle + Eclipse master integration document. Three data loops, build sequence, agent-to-connector routing, governance framework. The deployment blueprint.
$499
🔐
Totem
Platform Agnostic
T1–T4 data classification, SOX audit trail architecture, inference routing rules, and incident response playbooks for AI agent deployments in regulated enterprise environments.
$299
📋
Signal
Oracle · Blue Yonder · Epicor
Strategic briefing templates for BY, Oracle, and Epicor — used in renewal negotiations, executive alignment sessions, and AI deployment conversations with vendor technical teams.
$199
☀️
Ascent
Epicor Eclipse Solar Migration
Eclipse Solar migration playbook. API gateway build sequence. Four agent integration specs for the Solar architecture. The guide for Eclipse customers navigating the upgrade while deploying AI.
$249

EIP connector implementations from $9,999 (license) · $30,000 (setup) · From $70,000 (full implementation). Framework documents from $199. Consulting deployments from $30K–$150K+ through Charles & Roe.

View on ClawShop →

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