Serambis
AI integration solutions

— Solutions

Three services, each with one scope and one price

Document reading, bookkeeping reconciliation support, and staff coaching. Each scoped in writing before we start, and handed over with documentation of what it handles and what it doesn't.

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Our Approach

How every engagement works

1

Scope first

We begin with a conversation about your specific problem — which document type, which software, how many transactions. From that, we write a scope document and agree on it before any work starts.

2

Setup and tuning

We build the connection or set up the reading step, then tune it on a sample of your actual documents. We keep adjusting until the error rate is one your team finds workable — not one we find acceptable.

3

Handover with notes

Every engagement ends with a walkthrough and a written note on limitations. The setup belongs to you. There's no ongoing fee owed to us once it's done.

Service 01

Document Reading Setup

For businesses drowning in paper: delivery orders, supplier invoices, service reports. We set up a reading step that pulls the fields you actually use into your spreadsheet or accounting software, and flags anything it couldn't read clearly instead of filling in a guess.

Scope covers a sample of one hundred of your documents, tuning until the error rate is one you find acceptable, and a written note on which document types it handles poorly so nobody is surprised later.

  • Fields mapped to your actual spreadsheet or accounting columns
  • Unclear items flagged for human review — not auto-filled
  • Works with handwritten and mixed-language documents (Bahasa/English)
  • Sample of 100 documents used for tuning
  • Written limitation note at handover

Team involvement: 30% — mostly review of flagged items

Document reading setup

What the process looks like

1

We receive a sample of 100 of your actual documents

2

Reading step is set up and run against the sample

3

Error rate reviewed with you; tuning continues until acceptable

4

Connection to your spreadsheet or software confirmed and tested

5

Walkthrough delivered; written limitation note handed over

Bookkeeping reconciliation aid

What the process looks like

1

We connect to your existing accounting package (read access only)

2

Bank lines and invoices/receipts are matched with confidence scores

3

Suggested pairs and unmatched items presented for bookkeeper review

4

Walkthrough with the person who does the monthly closing

5

Fallback path documented and tested before handover

Service 02

Bookkeeping Reconciliation Aid

A support layer for the monthly reconciliation your bookkeeper already does. Bank lines are matched against invoices and receipts, likely pairs are suggested with a confidence note, and unmatched items are listed for a person to settle.

Your bookkeeper keeps every decision; the tool only shortens the search. Includes connecting to the accounting package you already use, a walkthrough for whoever does the closing, and a fallback path if the connection drops mid-month.

  • Suggested matches come with a confidence note, not just a pair
  • No autonomous writes to your accounts — every match confirmed by a person
  • Compatible with SQL Accounting, Xero, and QuickBooks
  • Fallback procedure if connection drops mid-month
  • Walkthrough included for the person doing the monthly closing

Team involvement: 55% — bookkeeper confirms every suggestion

Service 03

Staff Coaching

Four one-hour coaching sessions, spread across a month, for the two or three people who will actually work with the tooling day to day. Each session takes real tasks from that week rather than exercises: a reply that read wrongly, a document it misfiled, a summary that lost the important line.

By the end your team can correct most issues without calling us, which is the point. Recording and notes are provided after each session.

  • Four one-hour sessions spread across one month
  • For two to three staff who use the tooling day to day
  • Each session uses real tasks from that week, not exercises
  • Recording and written notes provided after each session
  • Goal: team handles corrections independently after engagement ends

Team involvement: 80% — this is primarily a people engagement

Staff coaching sessions

What the process looks like

1

Session 1 (Week 1): Overview; first real tasks reviewed together

2

Session 2 (Week 2): Patterns emerging from week 1 tasks addressed

3

Session 3 (Week 3): Edge cases and less common issues covered

4

Session 4 (Week 4): Independent troubleshooting practice; Q&A

5

All recordings and notes packaged and delivered

Which One?

Choosing the right starting point

The services can be taken separately. Some clients take all three in sequence. A short conversation usually makes it clear which one fits where you are right now.

Fits best if… Doc Reading
RM 135
Reconciliation Aid
RM 360
Staff Coaching
RM 625
You have a paper document backlog
Monthly reconciliation takes too long
Staff are using the tool but making avoidable errors
Owner wants to understand what the tool is doing
You already have accounting software running
No technical staff on your team

Across All Services

Standards that apply to every engagement

Scope in writing, agreed before start

No work starts without a written scope document that both parties agree to. Scope changes are discussed separately.

PDPA-aligned data handling

Your documents and data aren't retained after the engagement. Handling aligned with Malaysia's Personal Data Protection Act 2010.

Limitation notes always provided

Every handover includes a written note documenting what the tool handles poorly. Documented and searchable later.

Fallback procedures built and tested

Integration setups include a fallback path — what your team does if a connection drops or the tool returns an error.

Flat-rate billing, no mid-project changes

The price agreed at scope sign-off is the price invoiced. Scope changes are quoted separately before any additional work.

No lock-in after handover

When an engagement is complete, the setup is yours. There's no ongoing fee owed to us. Third-party services are billed directly to you.

Pricing

All prices at a glance

Document Reading Setup

RM 135

One-time · Sample of 100 docs · Written limitation note

  • Tuned to your error tolerance
  • Connects to existing software
  • Limitation note at handover
Enquire

Bookkeeping Reconciliation Aid

RM 360

One-time · Integration + walkthrough + fallback

  • SQL, Xero, QuickBooks compatible
  • No autonomous account writes
  • Fallback path documented
Enquire

Staff Coaching

RM 625

One-time · 4 sessions × 1 hour · Recording + notes

  • Real tasks each session
  • For 2–3 staff members
  • Independent troubleshooting by end
Enquire

Start Here

Not sure which service fits? That's what the first conversation is for.

Describe what's taking too long or what's going wrong, and we'll tell you honestly whether any of our services would help with it.

Book a Conversation