Damai
Grid operations and reporting advisory

Our Services

Three services. Each scoped to a specific level of readiness.

Whether your team is exploring whether AI is worth considering, running a first supervised deployment, or maintaining an AI assist already in place — there is an appropriate entry point for where you are.

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Our Methodology

How we approach each engagement

Every Damai engagement follows the same underlying approach: read first, recommend second, deploy third — and only deploy what the reading justified. We do not begin from a technology capability and work backwards to a use case. We begin from your team's reading and correspondence workload, assess whether AI assistance is appropriate, and scope accordingly.

1. Read

We review a sample of your actual documents before recommending anything.

2. Brief

We write a clear brief with a bounded recommendation, including what to avoid.

3. Deploy or Close

You decide whether to proceed. If you do, we supervise carefully with regular check-ins.

Operations Reading Review

Service 01

Operations Reading Review

A focused engagement where we sit with your asset management lead, customer service head, and one regulatory officer. We read a sample of recent reports, customer correspondence, and incident notes, then write a brief on where AI summarisation could carefully reduce reading load — outside any control system. The work is ST and SEDA-aware.

What is included

  • Two to three working sessions with named staff
  • Sample document review (reports, correspondence, incident notes)
  • Written brief with scoped recommendation
  • ST and SEDA regulatory alignment review
  • Confidentiality agreement before work starts

Process

  1. 1Initial call to understand team structure and document types
  2. 2Document sample provided by your team (1–2 weeks of outputs)
  3. 3Advisory review sessions with named staff members
  4. 4Written brief delivered within five working days of final session

Fixed Price

RM 1,310

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Reporting and Correspondence Pilot

Service 02

Reporting & Correspondence Pilot

A measured deployment of an AI drafting assist for your reporting team and customer correspondence. The system drafts memos and replies; humans confirm everything. Integration is read-only and outside any operational technology environment. Includes a six-week supervised period, training for two officers, and a usage policy aligned with ST and PDPA.

What is included

  • Six-week supervised deployment period
  • Training for two named officers
  • Usage policy aligned with ST and PDPA 2010
  • Read-only integration, no OT network access
  • End-of-pilot written summary with findings and handover notes

Process

  1. 1Reading Review brief (or equivalent scoping session) confirms pilot is appropriate
  2. 2Usage policy drafted and agreed before tool is configured
  3. 3Two-day training with the two named officers
  4. 4Six weeks of supervised use with fortnightly check-in calls
  5. 5Written summary delivered at week six close

Fixed Price

RM 5,180

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Quarterly Stewardship Engagement

Service 03

Quarterly Stewardship

A monthly advisory engagement for energy and utilities operators whose teams already use AI assists in administrative and reporting work. Each quarter we sample outputs, audit boundaries, and write a brief for the chief operations officer. Includes alignment with ST, SEDA and PDPA, plus a yearly written summary suitable for your board.

What is included

  • Quarterly output sampling and boundary audit
  • Written brief for chief operations officer each quarter
  • ST, SEDA and PDPA alignment review at each cycle
  • Correction recommendations if scope drift is found
  • Yearly written summary for board or audit file

Process (per quarter)

  1. 1Output sample request sent to your nominated contact
  2. 2Boundary and usage policy audit against agreed scope
  3. 3Findings session with your chief operations officer or delegate
  4. 4Written brief delivered within five working days of session

Per Quarter

RM 4,820

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Decision Guide

Which engagement fits your team?

Use this table to find the most appropriate starting point. If you are unsure, the Operations Reading Review is the right first step for most teams.

Feature Reading Review
RM 1,310
Reporting Pilot
RM 5,180
Quarterly Stewardship
RM 4,820 / qtr
Best forTeams exploring optionsTeams ready for a first deploymentTeams with AI already in use
Document sample review
Written brief delivered
AI drafting assist deployed✓ (pre-existing)
Officer training included✓ (2 officers)
Supervised usage period✓ 6 weeks
Quarterly output audit
Yearly board summary
PDPA usage policy included

Fixed Pricing

Clear costs, no ongoing commitments unless you choose them

Operations Reading Review

RM 1,310

One-off engagement

  • Sample document review
  • Advisory sessions with 3 staff members
  • Written brief with scoped recommendation
  • ST and SEDA awareness
  • Confidentiality agreement
Get Started
Most Chosen

Reporting & Correspondence Pilot

RM 5,180

Fixed — 6-week engagement

  • AI drafting assist deployment
  • Six-week supervised period
  • Training for 2 officers
  • PDPA-aligned usage policy
  • End-of-pilot written summary
Get Started

Quarterly Stewardship

RM 4,820

Per quarter, cancel any time

  • Quarterly output audit
  • Written brief for COO each quarter
  • ST, SEDA and PDPA alignment
  • Correction recommendations if needed
  • Yearly board-ready summary
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Across All Services

Standards that apply to every engagement

No OT or SCADA Access

Confirmed in writing at engagement start. No AI tooling is connected to or reading from any operational technology network.

PDPA 2010 Data Handling

All personal data handled in AI assists is covered by a documented data handling protocol aligned with PDPA 2010 before deployment begins.

Plain Written Deliverables

Every engagement produces a written brief. Language is accessible to operations officers. Outputs are suitable for regulatory files and board use.

Named Advisor Throughout

One named advisor leads each engagement from start to close. No handovers between consultants mid-engagement.

Not sure which service to start with?

Tell us briefly about your team's reading workload and we will suggest the most appropriate starting point. No obligation to proceed beyond an initial conversation.

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