The Considered Choice for
Banking Compliance AI Support

Teguh's team brings direct experience from Malaysian banking compliance functions, not from technology sales or generic AI consulting. Our principal advisor spent fifteen years inside domestic commercial banks, working on AMLA reporting, BAFIA compliance, and internal audit processes. This means we read your policy library and case files with the same familiarity your senior analysts bring — and we know which cross-references matter and which are routine.

• Banking compliance background, not general technology consulting
• Familiarity with BNM examination priorities and internal audit expectations
• Regulatory monitoring to ensure all advice reflects current guidance

We select and configure AI reading assists based on what they should and should not be asked to do in a banking compliance setting. Scope is defined before deployment, not adjusted after the fact. The data-classification map we produce at the start of a pilot engagement determines which document categories AI may read, in what environment, and with what access restrictions.

• Read-only, closed-environment pilot configurations
• Scope defined in writing before any AI access to case files
• Output always presented to analysts for confirmation, never actioned directly

We do not come in with a product demonstration. Our first conversations are about reading your situation — your compliance team's workload, which documents create the most friction, how case officers and compliance heads currently divide the reading burden. The brief we produce is for your institution, not a template adapted from another client.

• Engagement begins with listening, not a product pitch
• Deliverables written specifically for your institution, not adapted from templates
• Available for follow-up questions after every written brief

Each Teguh engagement has a fixed price and a clearly written scope. The Compliance Workflow Review at RM 1,330 produces a written brief and data-classification map. The Policy & Case Reading Pilot at RM 5,210 includes a six-week supervised period and training for two analysts. Quarterly Stewardship at RM 4,840 per quarter covers sampling, auditing, and a committee-ready brief. There are no variable billing arrangements or scope expansion without a new written agreement.

• Fixed pricing with written scope for every engagement
• No surprise add-ons or variable billing
• Incremental — start with a review before committing to a pilot

The central purpose of every Teguh engagement is practical: reduce the volume of documents that a qualified analyst must read in full, without removing analyst oversight from the process. Our Compliance Workflow Review identifies specific areas where AI summarisation can provide meaningful relief. Pilot participants have consistently reported a reduction in first-read document volume that allows their compliance officers to focus reasoning time on the cases and policies that most require it.

• Specific, identified areas of reading load reduction before pilot begins
• Six-week supervised period to confirm outcomes in your specific context
• Ongoing stewardship available to sustain and monitor outcomes over time