Services

From an AI idea to a system in production.

No slide-only AI strategy. Pick one real workflow, prove value with an acceptance-based pilot, then decide how to invest in platform, integration and operations.

Engagements

Pick one real workflow. Get it moving.

011–2 weeks

AI opportunity diagnosis

Interviews, system inventory and data readiness turn “where should we use AI?” into a prioritised action map with ROI logic.

Who it fits

Teams evaluating AI investment who do not want to buy a platform first.

Deliverables

Opportunity map and priority for 3–5 scenarios
Data, system and compliance constraints
Scope and acceptance criteria for one 4–8 week pilot
A one-page decision brief for leadership

024–8 weeks

FDE pilot delivery

Work like an embedded Forward Deployed Engineer: take one real workflow to real data, evals and production — not a demo.

Who it fits

Teams with one clear workflow pain point who want to validate real AI impact quickly.

Deliverables

One production-ready AI workflow (UI and integration)
MCP / agent / RAG design and implementation
Permissions, audit, failure handling and runbook
Eval set, go-live checklist and handover docs

03Project-based

SAP HR / SuccessFactors / BTP integration

End-to-end implementation and integration from HCM/HR blueprints and SuccessFactors EC to BTP Integration Suite — with Clean Core, data compliance and operability built in.

Who it fits

Enterprises running multinational SAP HR, SuccessFactors rollouts, BTP integration or compliance migrations.

Deliverables

Business blueprint, interface contracts and integration architecture
CPI iFlow, ABAP/CDS and OData development and testing
Data migration, masking and compliance approach
Go-live support, monitoring/alerts and operations docs

04Ongoing / monthly

AMS operations & automation

Own alerts, incidents, change, report performance and routine checks — and reduce repetitive work with scripts and agents.

Who it fits

Teams with SAP or enterprise systems live who want someone accountable for stability and iteration.

Deliverables

Monitoring, alerting and incident response
Release/change and rollback runbooks
Report, interface and batch performance tuning
Automated health checks and knowledge base

How we work

Set the boundary first.

Remote-first, with on-site work by arrangement. Scope, acceptance, timeline and fees are written down before we start — exploration does not become an open-ended commitment.

Pricing depends on scope, number of systems and delivery cadence. We scope first, then quote a fixed price — no vague day-rate estimates.

Fixed-scope diagnosis: 1–2 weeks, decision materials

Pilot sprint: 4–8 weeks, a production-ready workflow

Ongoing operations/advisory: monthly or quarterly

FAQ

Clear questions before we start.

Can you work directly in Korean or English?

Yes. Korean can serve as the primary working language; English covers technical docs, email and cross-border delivery. Chinese is native. Japanese is handled with project partners.

Is remote work possible? Is on-site required?

Remote by default, with short on-site visits by arrangement. For cross-border work we agree overlap hours, meeting cadence and documentation language up front.

How do you price?

Diagnosis and pilots are fixed-scope; ongoing operations are monthly/quarterly. After scoping you get a fixed quote and acceptance criteria, not open-ended day billing.

Can we sign an NDA?

Yes. Client names, system details and project data stay private by default; the site only shows anonymised project types and metrics.

Can the open-source tools be used commercially?

The three repositories currently have no LICENSE, so they are source-available rather than formally open source. You can use them for learning and internal deployment; contact me before commercial use, redistribution or embedding in a product.

Next step

A system to ship, or a workflow to improve?

Tell me the current state, the outcome you need and your timeline. I reply within 24–48 hours and start with whether it is worth doing — and the fastest path.

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