Embun Echo AI integration solutions

◆ Services

Three ways to work with Embun Echo

A survey, a build, or a review — each fixed in scope, fixed in price, and delivered with a written record.

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◆ Our Approach

How we run our engagements

Each Embun Echo service is designed to be self-contained. You can engage us for a single survey and take the findings forward independently. You can commission a build without having completed a survey. You can ask for a quarterly review of an integration we had no part in building. The services are designed to complement one another, but they do not require sequencing.

Before any engagement commences, we agree scope, deliverables, and fee in writing. Work begins when that document is signed. Everything we produce — reports, documentation, assessment notes — is written in plain English, formatted for reading by leadership teams rather than technical specialists.

◆ Service 01

Mineral Survey

A four-week survey of where AI may fit your current operations, delivered as a careful written report. The work covers interviews with leadership and frontline staff, a measured review of existing systems, and the preparation of a survey document with findings and recommendations. Includes a presentation to leadership and a follow-up call one month later.

Suited for boards approaching the topic with attention — where a written basis for the conversation is more valuable than speed.

Interviews with leadership and frontline staff
Measured review of existing systems and workflows
Written findings and recommendations document
Leadership presentation on delivery
Follow-up call one month after report delivery

How it runs

1

Scope agreement

Written scope and fee agreed. Work begins on signing.

2

Interviews — weeks 1 & 2

Structured conversations with leadership and selected staff.

3

Systems review — week 3

Review of existing technology, data, and process documentation.

4

Report & presentation — week 4

Written findings delivered and presented to leadership.

5

Follow-up call — month 2

Single call to discuss any questions arising from the report.

Fixed price

RM 1,490

Enquire about this service
Mineral Survey — AI readiness assessment
Single-vein Build — AI integration delivery

◆ Service 02

Single-vein Build

A delivery engagement of approximately two months that integrates one chosen AI capability into your existing systems. Common applications include classifying enquiries, summarising internal documents, and assisting staff with retrieving information across long archives. The work covers solution design, model selection, integration, written documentation, and a structured handover.

A considered choice for teams who favour one well-built integration over several partial ones.

Solution design and AI model selection
Integration with your existing systems
Full written documentation of the integration
Structured handover session with your team
Post-handover availability for clarification questions

How it runs

1

Scope agreement

Capability, constraints, and integration approach agreed in writing.

2

Design phase — weeks 1–2

Solution architecture and model selection confirmed with your team.

3

Build & integration — weeks 3–7

Integration built, tested, and refined against real data.

4

Documentation & handover — week 8

Written documentation delivered and handover session held.

Fixed price

RM 1,250

Enquire about this service

◆ Service 03

Assayer's Review

A quarterly review service for organisations whose AI integrations are in operation and who would value a careful periodic outside check. Each cycle produces a brief written assessment of current usage, a conversation with operational leadership, and a short list of items worth attention. The role remains light, intended to support rather than supplant internal accountability.

Often chosen by family firms and small public-listed groups who want a steady outside perspective without the overhead of a consulting retainer.

Quarterly written assessment of AI usage and health
One leadership conversation per cycle
Short written list of items worth attention
Applies to integrations we built or those built elsewhere
Cancellable with one quarter's notice

Each quarterly cycle

1

Data and log review

We review usage data, error logs, and any flagged incidents.

2

Leadership conversation

One structured call to discuss observations and questions.

3

Written assessment delivered

A brief written report with findings and a short attention list.

Per quarter

RM 720

Enquire about this service
Assayer's Review — quarterly AI check

◆ Decision Guide

Which service fits your situation

Feature / Situation Mineral Survey Single-vein Build Assayer's Review
You are new to AI and want to start by understanding the landscape
Your board needs a written basis for an AI decision
You know which capability you want and are ready to build it
You have AI in operation and want a periodic outside check
Fixed, agreed price before work begins
Written deliverable provided
Price (RM) 1,490 1,250 720 / qtr

Not certain which fits? A short conversation is usually enough to clarify. Contact us.

◆ Standards

Across all our services

Security & Privacy

All client data is handled under confidentiality as a baseline condition. We comply with the Personal Data Protection Act 2010 and do not share client information with third parties.

Written Scope & Clarity

Every engagement begins with a written scope document — defining deliverables, timeline, and fee. Nothing is ambiguous at the point of agreement.

Direct Practitioner Contact

You work directly with the practitioner handling your engagement throughout. No account managers, no handoffs.

Regulatory Awareness

Where integrations touch regulated processes — financial, legal, or otherwise — we flag this clearly and recommend appropriate professional review before deployment.

Quality of Written Output

Reports and documentation are drafted for readability by leadership teams. Plain English. Adequate context. No unnecessary technical jargon.

Post-Engagement Review

We review our own work after each engagement. The findings inform how we approach the next one. This is how our methodology develops over time.

◆ Pricing

Fixed prices, agreed in advance

Survey

Mineral Survey

RM 1,490

per engagement

  • 4-week delivery
  • Written findings report
  • Leadership presentation
  • Follow-up call at month 2
Enquire
MOST CHOSEN

Build

Single-vein Build

RM 1,250

per engagement

  • ~2 month delivery
  • One AI capability integrated
  • Full written documentation
  • Structured handover session
Enquire

Review

Assayer's Review

RM 720

per quarter

  • Quarterly cadence
  • Brief written assessment
  • One leadership conversation
  • Cancellable with notice
Enquire

◆ Get Started

Which of these suits your organisation?

If you are ready to discuss a specific service, or if you would like help deciding, please reach out. We are happy to have a short, no-obligation conversation.

Get in Touch