Stop moving information by hand.

Your systems don't talk to each other, so your people do the talking — re-typing, forwarding, chasing, reconciling, reporting. We build the connective tissue no one budgets for: automations that read, route, file and notify, with every action logged.

Discuss a Workflow → See the catalogue

The packageFrom RM 4,000 · fixed
Timeline2–3 weeks, typical
ScopeTypically 3–5 connected automations
InfrastructureDeployed on systems you control
0silent actions — everything logged and reviewable
30days stabilisation included
1review queue for anything the AI isn't sure about

The problems this solves

The work between the systems.

Information gets retyped

The same supplier invoice typed into accounting, job costing and a tracking sheet — three times, by hand.

Reports are assembled manually

Someone spends every Friday collecting information that already exists somewhere else.

Approvals go missing

Documents wait on someone who doesn't know they're waiting — until somebody chases.

💬

Status questions all day

The same WhatsApp answer, typed out one customer at a time, all day long.

Before / with Valtrin

One supplier invoice, two ways.

Today
Invoice arrives by email
Download, rename, file it
Type it into accounting
Type it into job costing
Update the tracking sheet
WhatsApp the site team

6 manual steps · every single invoice

With Valtrin
Invoice arrives
AI reads it — fields extracted
Code validates and enters it everywhere it belongs
Filed, logged, team notified
Low-confidence scans → human review queue

0 manual steps on the clean path · review only when confidence is low

How it works

Anatomy of a Valtrin automation.

TriggerSomething happensAn email arrives, a file lands, a schedule fires.
AIIt gets readThe document classified, the fields extracted, the enquiry understood.
CodeIt gets calculatedValidation, totals, your rules — deterministic, auditable, repeatable.
DeliverSystems updatedEntered, filed, submitted, sent — everywhere it belongs, once.
LogNothing silentEvery action recorded and reviewable. You can see, pause and audit everything that runs.

Error handling and fallback rules are part of every build — what happens when the input is malformed or a service is down is designed, not discovered.

The catalogue

Eight automations we build again and again.

AutomationBasisPrice
Single workflow automationOne trigger → transform → deliver chain — e.g. supplier invoice extracted, entered, filed, notified.Per workflowRM 2,000–5,000
AI document readerUnstructured in, structured out: invoices, POs, delivery orders, enquiry emails — with a human review queue for low-confidence items.Per document typeRM 4,000–9,000
Enquiry triage agentReads incoming enquiries, classifies, extracts key fields, drafts a response for approval, routes to the right person.Per inboxRM 5,000–12,000
Report assembly agentGathers from named sources on schedule, compiles the recurring report, distributes it.Per reportRM 3,000–7,000
Approval chainMulti-step approvals with reminders, escalation and an audit trail.Per chainRM 2,500–6,000
WhatsApp / Telegram flowsNotifications, status queries and structured intake through the channels Malaysian business actually uses.Per channelRM 3,000–8,000
E-invoice (MyInvois) integrationMapping and submission from your existing records to the national e-invoicing rails.Per systemRM 4,000–12,000
Custom API bridgeWhen two systems have no native connector — built, documented, monitored.Per bridgeRM 5,000–14,000

A package from RM 4,000 typically bundles three to five of these against one workflow. Every build is scoped before a fixed quote is issued.

The governing rule

Intelligent where judgement is needed. Deterministic where accuracy matters.

AI

  • Reads the enquiry
  • Understands the email
  • Classifies the document
  • Extracts the information
  • Drafts the response

CODE

  • Calculates the cost
  • Applies the formula
  • Checks the limits
  • Generates the totals
  • Produces repeatable results
AI reads and writes. Code calculates.

No number your business relies on is ever produced by a language model. AI handles the unstructured work; deterministic code produces every figure, so results are auditable and repeatable.

Typical engagement

From audit to running quietly.

01 · Free

Workflow Review

What your team repeats, how often, and whether automating it pays back.

02 · Wk 1

Blueprint

The repetitive tasks ranked by annual saving vs. build cost, each priced. RM 2,250, credited.

03 · Wk 2–3

Build & test

Automations tested against real historical cases, deployed on infrastructure you control.

04 · Live

Handover

You can see, pause and audit everything that runs. 30 days stabilisation included.

FAQ

Asked before every package.

What happens when an automation fails?

It fails loudly, by design. Error handling and fallback rules are built in, every action is logged, and anything the system isn't confident about goes to a human review queue instead of guessing. An unwatched automation that fails silently is worse than the manual process it replaced — which is why 30 days of stabilisation is included and monitored operation is available after.

Is AI safe with our data?

That question is answered before anything is built: the scoping includes a data-safety review — what may leave the building, what must not, and which AI usage is acceptable to you. And the governing rule holds everywhere: AI reads and writes; code calculates. No AI ever produces a number you invoice on.

Which systems can you connect?

Anything with an export, an inbox or an API — accounting packages, ERPs, spreadsheets, email, WhatsApp, supplier portals. When two systems have no native connector, we build the bridge and document it.

Do we have to replace our current software?

No. Automation connects what you already run. The point is to remove the copying between your systems, not the systems themselves. If a system genuinely needs replacing, that's a different conversation — and we'll say so plainly.

Start here

What does your team retype every day?

Name the task your team repeats. We'll map it, price the automation — and tell you honestly if it isn't worth building.

calvin@valtrintechnologies.com
+60 11-1122 6683 · Kuala Lumpur, Malaysia

Discuss a Workflow →

You don't need to know the technical solution. Describe how the work happens today — that's the whole brief.