Agent Framework · Production-grade

AI agents that act.

Not prototypes. Not demos. Stratax Labs runs 30+ production agents across enterprise finance, supply chain, and data intelligence — with 99.5%+ accuracy, typed handoffs, and full audit trails.

12 CAMP Agents10 AR Agents6 Data Agents5 Supply Chain Agents

Three agent families

Each agent family is purpose-built for a specific domain, with production-grade reliability and enterprise compliance baked in.

CAMP Framework Agents
Production

Core AI

Self-Learning Engine

Graph Memory with 4-network cognitive model. Learns from every execution — gets measurably smarter every week.

Production

Axis AI

Predictive Foresight

What-if simulations, digital twins, and natural language queries across all connected systems.

Production

Markets AI

External Signals

Weather, geopolitical, logistics, and demand data for proactive disruption management.

Production

Pulse AI

Autonomous Resolution

Issue detection, auto-resolution, and team sync. Agents that act, not just recommend.

LEDGERLY PRO Agents
Production

Invoice Creation

Document Generation

Automated invoice generation from purchase orders and contracts with multi-format output.

Production

Validation & Compliance

Rules Engine

Deterministic validation rules that never mix with LLM inference. Full audit trail.

Production

CFO Copilot

Natural Language Interface

"Who owes me money?" "What invoices are overdue?" Plain English across your entire AR pipeline.

Production

Cash Application

Payment Matching

Intelligent payment-to-invoice matching with dispute detection and resolution workflows.

Data Intelligence Agents
Production

Schema Interpreter

Data Discovery

Identifies relevant tables, columns, and relationships across connected systems automatically.

Production

SQL Generator

Query Synthesis

Converts natural language to optimized PostgreSQL with JOINs, filters, and aggregations.

Production

Query Validator

Security & Performance

Every generated query passes security validation, performance analysis, and error recovery.

Production

Result Explainer

Business Intelligence

Transforms raw query results into business insights, patterns, and actionable suggestions.

Agent Architecture

Multi-agent orchestration in action

Every query flows through a coordinated pipeline of specialist agents — each with typed handoffs, explicit contracts, and full lineage tracking.

Natural Language Query
Conversation Manager
Schema Interpreter
Agent Orchestrator
Specialist Agents
Validation & Audit
Write-Back / Response

6-Agent Conversation Flow

1

Conversation Manager

Analyzes query context, resolves references from session history

2

Schema Interpreter

Identifies relevant tables, columns, and relationships automatically

3

SQL Generator

Converts natural language to optimized PostgreSQL with JOINs

4

Query Validator

Security validation, performance analysis, injection prevention

5

Error Recovery

Automatic error detection and self-correction when validation fails

6

Result Explainer

Transforms results into business insights and actionable suggestions

StrataxAI Agents SDK

Enterprise-grade agent infrastructure

Proprietary multi-agent framework with typed handoffs, graph memory, and full lineage tracking. Available in Python, TypeScript, Rust, and Go.

17+ Context Strategies

Full shared, scoped, isolated, hierarchical, and more. Every agent gets exactly the context it needs.

Graph Memory

4-network cognitive model: episodic (experiences), semantic (facts), procedural (skills), belief (summaries).

Typed Handoff Protocol

Explicit contracts between agents with type-safe handoffs. Full lineage tracking for every decision.

Multi-Language SDK

Python, TypeScript, Rust, and Go. First-class support across all four with identical APIs.

4-Tier Trust Architecture

Deterministic business rules never mix with LLM inference. Multi-layer auth, AES-256-GCM encryption.

Full Audit & Lineage

Complete audit trail of every agent action, decision, and data access. Enterprise-grade compliance built in.

Maturity Benchmarks

Production-proven performance

Real benchmarks from real deployments. Our agents are not prototypes — they run enterprise workloads at scale.

99.5%+

Domain-specific accuracy

<5s

Query response time

10M+

Rows processed in <10min

99.9%

System uptime

15%+

Cross-domain learning improvement

20+

Tools in agent library

agent.ts
import { Agent, GraphMemory } from '@strataxai/sdk'
const agent = new Agent({
name: 'invoice-processor',
memory: new GraphMemory({
networks: ['episodic', 'semantic', 'procedural', 'belief'],
scoring: 'PersonalizedPageRank',
}),
context: 'scoped',
handoff: { typed: true, lineage: true },
tools: ['erp-bridge', 'write-back', 'audit'],
})
await agent.run('Process overdue invoices for Q4')
Developer Experience

Define once. Deploy everywhere.

The StrataxAI Agents SDK gives you typed, production-ready agents in under 15 lines of code. Graph Memory, context strategies, and typed handoffs are built into the framework — not bolted on.

  • Python, TypeScript, Rust, and Go SDKs
  • Graph Memory with PersonalizedPageRank scoring
  • Typed handoff protocol with explicit contracts
  • Full lineage tracking for every decision
  • 20+ built-in tools (ERP Bridge, write-back, audit)
Supply Chain IntelligenceR&D

Domain-specific agent swarms

Five specialized agents working in concert for end-to-end supply chain visibility. Neural world model concepts with MCTS-based planning.

Route Optimizer

Optimizes delivery routes with real-time traffic and weather data

Inventory Monitor

Tracks stock levels, predicts stockouts before they happen

Traffic Analyzer

Analyzes traffic patterns and predicts delivery delays

Maintenance Predictor

Predicts maintenance needs from vehicle diagnostics data

Demand Forecaster

Neural demand forecasting with MCTS-based supply chain planning

Enterprise-Ready

Ready to transform your operational intelligence?

Enterprise-grade AI that connects to your existing systems, learns from every interaction, and takes action autonomously. Start with a guided demo.

SOC 2 compliantNo data movementFull audit trail