AI agents & automation
Your team has better things to do than manual work
Hours every day go into data entry, copy-paste between systems, report assembly, and follow-ups. We build AI agents that take that work end to end — so your people don't have to.
Request → tool calls → work completed
60–80%
Less manual work in automated workflows
24/7
Execution — agents don't keep office hours
Weeks
From kickoff to a working agent, not months
0
Systems to replace — agents plug into your stack
How it works
What an agent actually does
Not a chatbot that suggests — an agent that executes. The same loop the artwork above shows, applied to your real workflows.
Plan
The agent breaks your goal into concrete steps before anything runs — which records to pull, which systems to touch, in what order.
Call your systems
It connects to the tools you already use — ERP, CRM, spreadsheets, email — through their APIs, the same way your team would.
Execute
It does the work: extracts the data, updates the records, drafts the documents, sends the follow-ups — end to end.
Report
You get the finished result plus a full trail of what was done — every step auditable, exceptions flagged for a human.
Worked example — invoice processing
New supplier invoice lands in the finance inbox
Agent extracts the amount, PO number, and payment terms
Matches the invoice against the purchase order in your ERP
Posts the entry, schedules the payment, files the PDF
Your finance team reviews one flagged exception — not forty invoices.
What we offer
Three ways to put agents to work
Whether you want a bespoke agent, a managed open-source platform, or your existing tools wired together — we build, deploy, and support it.
Custom AI agents
Agents designed around your exact workflow, built on Claude and modern agentic stacks — they plan, call your tools, and finish multi-step jobs end to end.
- Workflow mapping and agent design
- Built on Claude and agentic stacks
- Guardrails and human approval gates
OpenClaw setup & management
We deploy and manage OpenClaw — the popular open-source AI agent platform — on your own infrastructure, so your agents run with full data sovereignty.
- Professional deployment and security hardening
- Runs on your infrastructure, your data stays yours
- 24/7 monitoring and managed operations
Workflow automation & integration
We wire agents into the tools you already run — ERP, CRM, spreadsheets, email — so work flows across systems without anyone copy-pasting.
- ERP, CRM, and database integration
- Spreadsheet and email automation
- API development for legacy systems
Use cases
Where agents pay off first
The fastest returns come from high-volume, rule-heavy work that follows the same steps every time. Start where the hours pile up.
Finance ops
Invoice matching, payment scheduling, expense checks, and month-end preparation.
Customer operations
Order status updates, ticket triage, and follow-ups that never slip through.
Document processing
Extract, classify, and file contracts, forms, and PDFs at volume.
Reporting
Weekly and monthly reports assembled from your systems — on schedule, every time.
Procurement
PO creation, quote comparison, supplier follow-ups, and delivery chasing.
HR admin
Onboarding checklists, leave processing, and document collection.
Malaysian SME? MDEC initiatives such as the Malaysia Digital Acceleration Grant (MDAG-AI) may help eligible companies offset part of the cost of AI adoption — ask us whether your agent project qualifies.
Ask about grant eligibilityFAQ
Questions ops leaders ask us
An OpenClaw deployment is typically operational within 2-3 weeks. Custom agent development takes 4-8 weeks depending on complexity. We always start with one well-scoped workflow, so you see a working agent — and real time savings — early, before expanding to more processes.
Anything your team touches today: ERP and accounting systems, CRMs, spreadsheets, email, databases, and internal tools. Agents connect through APIs — and for older systems without modern APIs, we build the integration layer as part of the project.
Every agent we ship runs with guardrails: results are verified against acceptance criteria, exceptions are routed to a human instead of being pushed through, and high-stakes actions like payments can require explicit approval. You also get a full audit trail of every step the agent took.
A fixed-scope build cost for the agent itself, plus running costs that depend on the model and infrastructure you choose — we estimate both before any build starts. Ongoing support and managed operations are optional packages, so you only pay for the level of cover you want.
No. We design, build, deploy, and support the agents — your team's job is to supervise outcomes, not maintain infrastructure. We also train your staff to review the agent's work and adjust its instructions as your processes evolve.
Start small, start now
Ready to hand off the busywork?
Tell us the most repetitive workflow on your team and we'll map how an agent would take it over — scope, timeline, and cost, before you commit to anything.