Turn Rigid ERPs into
Autonomous AI Engines
Stop forcing high-value teams to fill cumbersome forms and battle siloed reports. We architect production-grade agentic workflows, conversational RAG, and intelligent document extraction directly inside your enterprise ERP & CRM.
Why Traditional ERP & CRM Setups Bleed High-Value Time
You spent millions on transactional systems of record. Yet your most skilled managers spend 40% of their week babysitting forms, copy-pasting data, and chasing broken cross-department handoffs.
Cumbersome Form Fatigue
Employees navigating 40+ dropdown fields across 6 tabs just to create an order, verify an invoice, or log a customer status. Error-prone manual inputs lead to bad downstream ledger records.
Siloed, Inaccessible Reports
Executives wait 4 days for BI teams to write SQL queries just to answer basic questions like: "Which product lines experienced negative margin drift last month due to freight spikes?"
Unstructured Document Chaos
Supplier PDFs, multi-page bills of lading, and messy email attachments sit in backlogs waiting for human eyes to key data line-by-line into the system.
4 Core AI Solutions Built for Enterprise Reality
Architected by a 20-year ERP veteran to respect relational data models, transactional rollbacks, security governance, and role-based permissions.
1. Autonomous Process & Operational Agents
Move beyond brittle, breakable RPA. We engineer reasoning agents that execute multi-step operational logic across ERP and CRM layers with built-in human-in-the-loop exception checkpoints.
2. Conversational Knowledge Engines ("Talk to Your ERP")
Empower C-suite and department leaders to interrogate transactional databases using plain English. Our architectures translate natural questions into audited SQL queries with strict RBAC.
3. Predictive Analytics & Intelligent Forecasting
Transform your ERP from an archive of past mistakes into an early-warning radar. Synthesize historical purchasing, seasonal lead-time shifts, and real-time CRM pipeline health.
4. Multi-Modal Document & Invoice Processing
Eliminate clerical data entry forever. Ingest complex multi-page PDF invoices, handwritten delivery dockets, and unstructured vendor emails directly into clean ERP transactional tables.
Estimate Your Enterprise Automation Payback
Simulate the exact time recovery and architecture recommendations based on your company's transactional volume.
Clear, Predictable Delivery Tracks
No ambiguous time-and-materials sinkholes. We work through proven milestone-driven phases or dedicated strategic leadership retainers.
Phased Project Implementation (Milestone-Driven)
2-Week AI Feasibility & System Audit
Deep dive into current ERP/CRM data schemas, integration APIs, security permissions, and operational bottlenecks.
- Complete data hygiene & API readiness report
- Prioritized AI implementation roadmap with ROI projections
- Enterprise compliance & private VPC deployment architecture
4-Week Rapid Proof-of-Value (PoV)
A working, sandboxed prototype deployed against a single high-friction business process to prove reliability before full production.
- Live working prototype (e.g. AP invoice agent or Text-to-SQL RAG)
- Real historical ERP test data ingestion & accuracy benchmarking
- Executive stakeholder demo & production rollout roadmap
Production Rollout & Orchestration
Full enterprise scale deployment, hardened API pipelines, human-in-the-loop validation dashboards, and team enablement.
- End-to-end multi-agent fail-safes and error fallback handlers
- Staff training, operational runbooks, and SLA support
- Real-time observability and token usage telemetry dashboards
Fractional & Advisory Leadership (Ongoing Retainer)
Fractional Enterprise AI Architect
Dedicated high-level architectural stewardship for mid-market CFOs and CIOs navigating AI vendors, evaluating tools, and supervising internal dev teams.
- Bi-weekly architectural steering and sprint review sessions
- Vendor pitch deconstruction (avoid expensive shelfware licenses)
- Ongoing data governance, private LLM security, and schema oversight
Hands-on Technical Enablement & Governance
Embedded co-piloting for your internal ERP and IT teams to master agent observability, prompt security, and vector database management.
- Hands-on architectural code walkthroughs with in-house developers
- Internal prompt engineering & enterprise guardrail frameworks
- Production deployment templates and CI/CD pipelines
Meet Georges Hronis
20 Years of Techno-Functional ERP Mastery • Enterprise AI Systems Architect
Most modern AI consultants understand Python and prompt engineering, but have never experienced the horror of a failed month-end financial closing, an erroneous inventory ledger valuation, or a corrupted ERP schema.
With over two decades of hands-on techno-functional consulting across mission-critical ERP and CRM systems, Georges Hronis bridges the gap between raw machine intelligence and strict enterprise governance. He works with growing mid-market enterprises to ensure AI integrations don't just demo well, but execute with flawless database integrity and bulletproof reliability.
Georges Hronis
Principal Consultant • ai2Biz
Ready to Automate Your ERP & CRM Bottlenecks?
Book a 30-minute discovery call directly with Georges Hronis. We'll examine your current architecture, isolate high-friction workflows, and determine if an agentic AI deployment makes financial sense.