04D · SPECIALIST CAPABILITY

Applied AI engineering

Applied AI engineering forms part of ChamanTech Solutions' artificial intelligence and agentic ai practice framework. Explore the specific activities below and discuss how they could apply to your organisation's objectives, systems and implementation capacity.

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SERVICE AREAS

Detailed capabilities and potential deliverables.

The following areas follow our master service catalogue. Your actual scope is determined through discovery; not every listed activity is offered as a standalone service.

04D.1Retrieval-augmented generation and enterprise knowledge search

04D.2Document extraction, OCR and classification

04D.3Transcription, summarisation and meeting intelligence

04D.4Recommendation, forecasting and predictive models

04D.5Computer vision and image analysis

04D.6Model adaptation and fine-tuning where justified

PLANNING AN ENGAGEMENT

What to clarify before implementation.

Business objective

Specify the problem to solve, the users affected, the desired outcome and how success will be measured.

Current environment

Review existing platforms, workflows, data, stakeholders, dependencies and constraints relevant to this capability.

Delivery and safeguards

Define accountable roles, information security, accessibility, testing and the appropriate level of human oversight.

Scope and acceptance

Agree feasible deliverables, implementation stages, responsibilities, support and written acceptance criteria.

COMMON QUESTIONS

How would this work for my business?

How do we determine whether applied ai engineering is right for us?

We start with your goals and current operational context, examine suitable options and identify whether the proposed solution is feasible and commercially justified.

Can the scope include more than one technology discipline?

Yes. The catalogue is designed for integrated projects. We can assess associated capabilities and propose a coordinated scope where appropriate.

Are all catalogue activities immediately available?

No. Specialist availability, partners, pricing and delivery arrangements are confirmed for each engagement before any commitment is made.

RELATED CAPABILITIES

Explore connected services.

04A

LET'S WORK TOGETHER

Let's discuss applied ai engineering for your business.

Tell us what you are planning. We will review your enquiry and discuss a practical way forward.

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