We don't just build AI. We connect AI to the data, systems, and workflows that run your business.
Built to reach the system of record — not stop at the dashboard.
We design, connect and operate the AI that fits your business.
Shipped systems · Measured outcomes · Handover included
01 Understand
We understand your data and your work
We analyse your data and the way work moves through your business, then define the problem AI should solve.
02 Build
We build AI that fits the work
Models, agents and workflows combined into a system that carries out the actual job.
03 Run
We keep it running in production
Connected to the systems you already run, monitored, and improved while it operates.
What we do
Where AI actually goes to work
We connect the systems and data you already run, then let AI do the work inside them.
- 01ERP-AI
Ask your ERP finance data why, and see the entries
ERP-AI reads your SAP finance data without changing anything in SAP, and lays it out as dashboards and a monthly report. Ask in plain language and the answer is traced to the journal entries behind it. An engine calculates the numbers and AI explains them, so the dashboard and the answer always agree.
- Read-only SAP connection
- Finance dashboards and reports
- Natural-language questions
- Drill-down to entries
- 02Invoice automation
From invoice to ERP, without retyping
AI reads each invoice, matches it against the PO, goods receipt and contract, and checks for duplicates and policy breaches. Clean invoices go straight through; exceptions reach a person, and approved ones are posted to the ERP.
- Field extraction
- 3-way match
- Exception routing
- ERP posting
- 03Enterprise integration
Connect AI to your ERP and business systems
SAP, Oracle, Dynamics, Salesforce, legacy databases and APIs. AI does not stop at analysis and judgement: the result is carried out in the systems you already run.
- ERP and CRM integration
- API and legacy connectivity
- Automatic write-back
- Audit trail
What AI can change
Examples of the business problems we solve.
Finance ops
Invoice & Expense Automation
From manual invoice entry to AI-powered processing.
AI reads invoices, validates them against purchase orders and policies, and routes exceptions for approval.
- Document AI
- ERP integration
- Review queue
Finance
Operating Expense Variance
From month-end spreadsheets to answers traced to the entries.
Ask why costs moved and AI follows the change from category to vendor to cost centre — down to the journal entries, invoices and POs behind it — then sends the variance report to the controller.
- Semantic layer
- GL · AP · PO
- Variance report
Management analytics
ERP Data Analysis
From dashboard lookups to AI analysis.
AI understands the data already sitting in your ERP. Ask in the words you already use and it returns the reason behind the number, then writes the report itself.
- Revenue & margin
- Cost
- Inventory
- Finance
- Procurement
Accounting
Accounting Documents & Tax Filing
From manual financial review to automated AI review.
AI maps every ERP account to its tax treatment and, against last year's adjustments and the relevant guidance, surfaces the items that need a closer look. It also assembles the supporting material and a draft of the filing.
- Tax classification
- Prior-year comparison
- Review queue
- Draft filing
Operations
Cross-System Reconciliation
From spreadsheet reconciliation to automated matching.
AI and rule-based workflows match records across systems and surface only the exceptions worth a person's time.
- Rule engine
- Exception dashboard
- Scheduled runs
Jobs
IT positions in the US
We have placed IT engineers with enterprise clients since 2011. Today we fill roles at the US operations of Korean companies — find a position that fits and apply.
For engineers
Open positions now
Roles where the end client is the US subsidiary of a Korean company, or a Korean-American business.
No positions are open right now. Send us your resume and we will contact you when a role fits.
For companies
Need engineers on your team?
Contract, contract-to-hire or permanent. We find engineers who fit the work and, where the role needs it, speak Korean.
- Contract and contract-to-hire IT roles
- Korean-speaking engineers where the role needs it
- On site, hybrid or remote