AI & language models
Language-model API usage, prompt design, token cost control and output quality evaluation.
Overview
Service map and where each fits
| Your situation | Recommended service | First output |
|---|---|---|
| A manual process that eats time every week. | Business process automation | A workflow map and proposed automation points. |
| You want to use AI but do not know where to start. | AI consulting & training | A shortlist of viable opportunities with risks and estimated model cost. |
| You need a new application or internal system. | Software development | Scope design, first-stage prototype and a staged plan. |
| A running system that breaks or is unmaintained. | IT maintenance & support | A health check report and a prioritised remediation plan. |
Service 1
Software & application development
We build web applications, internal systems, dashboards and APIs that solve one problem well. Work is split into short stages so you can try results while the project is still running.
- Web applications for internal processes or customer-facing services.
- Dashboards and reporting that pull data from several sources.
- APIs and integrations between previously separate systems.
- Migration of legacy systems to technology that is easier to maintain.
- Fixes and further development of existing applications.
Good fit for
Organisations with a clear picture of their process who need a technical partner that works tidily and hands over documentation.
Service 2
AI consulting & training
Not every task needs AI, and not every task should be given AI. We help separate the two, then equip your team with a safe, repeatable way of working.
- Opportunity assessment: which work is most worth automating first.
- Model and provider selection: cloud models, local models, or a combination.
- AI usage policy: permitted data and limits of authority.
- Hands-on team training, from basics to handling edge cases.
- Coaching during pilots so the new habits actually form.
Training material
One of the materials we use is the Indonesian-language DeepSeek Harness guide, which explains safe use of AI agents for file and terminal work.
Service 3
Business process automation & system integration
We map your workflow, find the steps that consume the most time, and replace them with logged automated flows. Every automation includes failure notifications, so no work disappears silently.
- Periodic data collection and clean-up from several sources.
- Automatic report generation in the format you already use.
- Connectors between applications that do not know each other (API integration).
- Data quality checks with alerts when something looks wrong.
- Document processing: data extraction, classification and archiving.
Service 4
IT maintenance, support & infrastructure
Software needs care after launch. We handle monitoring, backups, security updates and incident fixes, with periodic reports so the state of the system stays visible.
- Availability monitoring with early alerts when something goes wrong.
- Regular backups with recovery testing.
- Security updates and server configuration adjustments.
- Incident handling with an agreed priority order.
- Periodic reports on system health and improvement recommendations.
Capabilities
Technical capabilities we bring
Agents & task automation
Agents that use tools (files, terminal, web) with strict permission boundaries and an audit trail.
Knowledge retrieval (RAG)
Answering from internal documents with source references, not model guesses.
Web applications & APIs
Web interfaces, API services, authentication and user access management.
Data & reporting
Tabular data processing, report generation and production of Excel/Word files for operations.
Baseline security & compliance
Credential handling, access restriction, activity logging and usage procedure drafting.
Handover
What you receive at the end of the work
| Item | Detail |
|---|---|
| Source code | Handed over in full with change history, not only compiled output. |
| Documentation | Technical notes, runbooks and usage guides for your team. |
| Training | Hands-on sessions so your team can operate and maintain the system. |
| Support period | A coaching window after handover, with the length agreed up front. |
Our goal is simple: once the engagement ends, your team can run and extend the system without calling us constantly.
Cost
How proposals are put together
We do not publish fixed rates on this page because effort depends heavily on scope, the number of integrations and data complexity. Instead we prepare a written proposal after the initial discussion, covering:
- Scope of work — what is included and what is not.
- Deliverables — the files, applications or documents you receive.
- Stages and timeline — so you know when each part completes.
- Cost per stage — so payment follows progress.
- Estimated running cost — for example monthly AI model usage.
If your budget is limited, we usually suggest starting with one small stage to prove the benefit before expanding the work.
Questions
Common questions about working with us
How long does a project usually take?
It depends on scope. Small work such as automating a single workflow or prototyping an internal assistant usually completes within weeks, while larger systems are split into stages with a written schedule.
Can you use local AI models?
Yes. For data that must not leave your network, we can set up models running on your own infrastructure. The trade-offs are hardware requirements and output quality that must be tested first.
What if our team has no technical background?
That is exactly why training is part of our work. We explain without confusing jargon, use examples from your own work, and leave documentation you can revisit.
Let's talk about your technology needs
Tell us about the work you want to make easier. We will explain whether it fits AI, conventional software, or simply a process fix — with no charge for the initial discussion.
Email [email protected] · WhatsApp +62 897-6003-363