Review a process
Describe a task, the tools and where it gets stuck. We agree a review with a process map, priority improvements and decision criteria.
Consulting for SMEs→AI CONSULTING · SMES AND STARTUPS
AI for your business and your product, under your control.
I have worked in large companies and with clients of different sizes. I understand their processes, tools and challenges from the inside and turn that experience into practical improvements with AI and software.
Explore orders and materials ＋Production controlSAP Business One · Production and materialsPlant 01September 2026Morning shiftSample dataRELEASED ORDERS123 need attentionSHIFT PROGRESS960 / 1,100 units87.3% of targetQUALITY98,1 %942 conforming · 18 nonconformingProduction schedule 06:00 — 18:000609121518Laser cuttingOF-1042 · BR-020BendingOF-1043 · SOP-040WeldingOF-1044 · CJ-110Production orders SAP Business OneOrder / item Planned / produced Warehouse Status 1042 · BR-020 400 / 360 PT-01 Released 1043 · SOP-040 400 / 330 PT-01 Released 1044 · CJ-110 300 / 270 PT-02 Released
Component requirements Bill of materials / OF-1042Component Required Issued Pending Location CH-06 · Sheet 6 mm 800 kg 720 kg 80 kg MP-01 / A-03 TOR-M8 · M8 screw 1,600 units 1,440 units 160 units MP-02 / B-12
Production controlSAP Business One · Production and materials
Plant 01September 2026Morning shiftSample data
RELEASED ORDERS123 need attention
SHIFT PROGRESS960 / 1,100 units87.3% of target
QUALITY98,1 %942 conforming · 18 nonconforming
Production schedule 06:00 — 18:00
0609121518
Laser cutting
OF-1042 · BR-020
Bending
OF-1043 · SOP-040
Welding
OF-1044 · CJ-110
Production orders SAP Business One
| Order / item | Planned / produced | Warehouse | Status |
|---|---|---|---|
| 1042 · BR-020 | 400 / 360 | PT-01 | Released |
| 1043 · SOP-040 | 400 / 330 | PT-01 | Released |
| 1044 · CJ-110 | 300 / 270 | PT-02 | Released |
Component requirements Bill of materials / OF-1042
| Component | Required | Issued | Pending | Location |
|---|---|---|---|---|
| CH-06 · Sheet 6 mm | 800 kg | 720 kg | 80 kg | MP-01 / A-03 |
| TOR-M8 · M8 screw | 1,600 units | 1,440 units | 160 units | MP-02 / B-12 |
AVAILABILITY CONFIRMED CASE BY CASE
First we define what to improve in your process or product and how to verify it.
Not every demo should become a platform and not every flow needs an agent. We review experience, architecture, data, tools, risks and failure cost. The outcome may be an MVP, integration, evaluation system or bounded automation.
Evaluate a prototype
Bring a demo and its intended use. We agree an evaluation with failure scenarios, priorities and acceptance criteria before expanding the product.
Development for startups→02
Capabilities for improving processes and developing products
AI MVP and product
Architecture, experience and backend for turning a hypothesis into an operable artifact.
Agents and tools
Model, skill and MCP orchestration with boundaries, state, verification and human oversight.
Integrations
Models, APIs, data and tools connected to the team’s real system.
Evaluation and control
Stable cases, regressions, security, latency, cost, fallback and human escalation.
Automation, knowledge and RAG
Processes, documents and corporate sources turned into traceable flows.
Full transfer
Code, documentation, accounts and operating decisions stay with the client.
03
A short, visible and reversible delivery
Discover
Interviews, current process, available data and success metric.
→Prove
Prototype on a real case with measured limits and cost.
→Stabilize
Integration, security, observability, tests and failure handling.
→Transfer
Documentation, training and operational control for the team.
ANONYMISED CASE
OCR + LLM connected to SAP Business One
An administrative document flow moved from repetitive manual work to automated extraction, validation and registration. The architecture, integration and type of improvement can be explained; client figures, identity and materials will only be published with specific permission.
Explore orders and availability ＋Business overviewSAP Business One · Sales and logisticsPlant 01September 2026Currency EURSample dataOPEN ORDER BOOK184.600 €7 orders awaiting deliveryORDERS DELIVERED41 / 4885.4% for the periodBELOW MINIMUM STOCK8 / 42 ref.Review replenishmentOrder book by delivery date Outstanding amountThis week62.400 €Next week78.900 €Rest of month43.300 €Orders and shipping Upcoming deliveriesOrdered Customer Pending Date Status 28014 C-018 18.400 € 15 Sep Picking 28019 C-042 24.600 € 16 Sep Material shortage 28023 C-011 19.400 € 18 Sep Planned
Availability and replenishment In stock + ordered − committedItem / warehouse In stock Ordered Committed Available BR-020 / PT-01 360 40 320 80 CH-06 / MP-01 240 400 720 −80 TOR-M8 / MP-02 2.400 1.000 1.440 1.960
Purchase order PC-45018 · CH-06 · 400 kg · expected 16 Sep · review OF-1043 schedule
Business overviewSAP Business One · Sales and logistics
Plant 01September 2026Currency EURSample data
OPEN ORDER BOOK184.600 €7 orders awaiting delivery
ORDERS DELIVERED41 / 4885.4% for the period
BELOW MINIMUM STOCK8 / 42 ref.Review replenishment
Order book by delivery date Outstanding amount
This week62.400 €
Next week78.900 €
Rest of month43.300 €
Orders and shipping Upcoming deliveries
| Ordered | Customer | Pending | Date | Status |
|---|---|---|---|---|
| 28014 | C-018 | 18.400 € | 15 Sep | Picking |
| 28019 | C-042 | 24.600 € | 16 Sep | Material shortage |
| 28023 | C-011 | 19.400 € | 18 Sep | Planned |
Availability and replenishment In stock + ordered − committed
| Item / warehouse | In stock | Ordered | Committed | Available |
|---|---|---|---|---|
| BR-020 / PT-01 | 360 | 40 | 320 | 80 |
| CH-06 / MP-01 | 240 | 400 | 720 | −80 |
| TOR-M8 / MP-02 | 2.400 | 1.000 | 1.440 | 1.960 |
Purchase order PC-45018 · CH-06 · 400 kg · expected 16 Sep · review OF-1043 schedule
You can also explore my training and products.
Applied training
Give the team the judgment and autonomy to operate, evaluate and extend what was built.
Explore this route↗Apps and games
Explore my products, their status and available access.
Explore this route↗04
FAQ
Can you work with our current tools?+
Yes. The priority is fitting reality: ERP, databases, email, documents, APIs and internal apps.
Will we need a monthly subscription?+
Not to hire me. Infrastructure or model usage may have direct costs, always visible and owned by the client.
What happens to our data?+
The minimum necessary flow is designed with agreed permissions, retention and providers. Sensitive cases can remain local or private.
Can you train the team afterwards?+
Yes. Transfer and autonomy are a natural part of delivery.
NEXT STEP
Let’s talk about what your business needs.
Describe your process or prototype and what you want to improve. I will review your enquiry and reply by email to discuss fit, scope, deliverables and a quote. Submitting does not book a service.