Human Workforce
Judgement, control and governance
Your people set priorities, assess quality, handle exceptions and authorise commitments. Their expertise guides process improvement.
- Business expertise
- Control
- Governance
SMEs · Human + Digital Workforce
GEOVTC.AI Factory
Agents execute.
People stay in control.
Human teams and AI agents collaborate to reduce admin work and improve productivity. Your people retain control, governance and the value of their expertise.
- 01People govern
- 02Agents cooperate
- 03Business value grows
01 / One enterprise, one team
Productivity is shared. Accountability stays human.
GEOVTC AI Factory organises the work of your teams, our consultants and AI agents. Automation frees up time for analysis, customer relationships and business improvement. People set the direction and the boundaries.
Shared orchestration
Explicit roles · Shared context · Traceable handoffs
Digital Workforce
Execution capacity
Document, control and coordination agents hand work to each other: collect, reconcile, prepare, then execute authorised actions in your software.
- Analysis
- Coordination
- Execution
Connected to your environmentERP · CRM · Documents · Email · SaaS applications
02 / Time for your business
Less admin. More business value.
Start with one repetitive process, measure the baseline, then compare the pilot results. Expected gains are verified with your teams, not assumed.
Data entry & documents
Extract invoices, organise evidence and prepare files without repeated data entry.
People check exceptions and data quality.
- Measures to track
- Time per file · Correction rate
Requests & follow-ups
Sort messages, gather context and draft replies and follow-ups.
People protect relationships and approve commitments.
- Measures to track
- Response time · Pending requests
Minutes & reporting
Consolidate information, draft summaries and track agreed actions.
People interpret the results and set priorities.
- Measures to track
- Preparation time · Deliverable quality
03 / Collaboration in practice
The right handoff, at the right time.
Agents share authorised context and hand work to each other. The accountable person can approve or request a correction before execution.
Illustrative scenario
From incoming document to approved invoice
Agents prepare the reconciliation. The manager retains the payment decision.
Document agent
Extract the data
The agent reads the invoice and structures amounts, dates and references. Uncertain data is flagged.
Local demonstration: no data is sent and no real agent is executed.
A reconciled file, a human decision and a reviewable history.
04 / Control & governance
Delegate tasks. Keep the decisions.
Leadership and process owners define the AI Factory rules: what can be automated, what requires approval and what must be stopped. Five technical layers support this framework.
- 05
Applications
Workspaces, ERP, CRM and SaaS tools.
- 04
Models
Reasoning capabilities selected for each use case.
- 03
Memory & knowledge
Business sources, context and access rights.
- 02
Skills
Actions, tools and rules assigned to agents.
- 01
Infrastructure
Hosting, connections and observability.
People have the final say.
Set the framework
A business owner defines objectives, approval thresholds and actions that remain exclusively human.
Limit permissions
Each agent accesses only the tools, data and actions it needs. The approved process bounds its autonomy.
Review and take over
Teams check sources, correct or reject proposals. Escalation, stopping and manual takeover are planned from the start.
Audit and improve
Sources, actions and approvals are traceable. Human reviews compare time saved, quality, cost and incidents.
Our answer
The GEOVTC AI Factory.
From the first administrative process to deployment, the AI Factory brings your people, our consultants and specialised agents together. We organise handoffs, human checks and outcome measurement with your teams.
Specialized AI agents
Business assistants, document control, reporting, support — configured for your rules, not to show off tech.
Workflow orchestration
Finance, Procurement, HR, Sales, Operations — end-to-end modeling and automation.
Augmented architecture
Knowledge capitalization, operational memory, traceability — the bedrock that lets agents hold up over time.
Industrialization
A 6-phase transformation programme, from pilots to scale, with governance baked in.
Signature method
AI Agent Engineering in six phases.
An engineering discipline, not improvised prompt engineering. Each phase produces deliverables and a go/no-go decision.
- 01
Identification
Identify repetitive tasks with your teams, and decisions that must remain human.
- 02
Definition
Define human and AI roles, action permissions and shared success criteria.
- 03
Representation
Skills · Memory · Context · Identity modelling (SMCI framework).
- 04
Specification
Target architecture, ERP/SaaS integration points, security, compliance.
- 05
Configuration
Parameters, operational prompts, guardrails, regression tests.
- 06
Instantiation
Deploy, train your teams to supervise and improve workflows using their feedback.
Multi-vendor by design
Vendor-agnostic architects across the leading platforms.
No single bet. We choose the platform per use case based on capability, cost, sovereignty, resilience.
Founders
Two paths, one conviction.
Enterprise architecture meets operational entrepreneurship. That combination is what makes GEOVTC capable of delivering an AI Factory.
Meet the founders
Richard YI
Co-Founder & Chief Architect
Olivier HAK
Co-Founder & Chief Operating Officer
Your first process
Free up time for your core work.
Let’s identify a repetitive task, its human owner and the pilot criteria: time saved, quality, cost and risk control.