Engagement phases: adviseimplementoperate
AI Systems Integration
Integrating LLMs and agents with your systems, securely.
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Engagement phases: implementoperate
AI Automation & Agents
We automate document-heavy and repetitive work with AI: extracting data from forms and reports, drafting and summarising, routing requests and answering questions from your own knowledge base, in English and Khmer. Humans stay in control of decisions, with every step logged and reviewable.
- Typical timeline
- 6–12 weeks from pilot to production
- Best for
- Operations, finance, HR, programme and customer-service teams
Outcomes
What changes for you
- Hours of manual processing returned to skilled staff
- Faster turnaround on reports, applications and requests
- Consistent, auditable handling of routine work
Deliverables
What you receive
- Process discovery and automation shortlist
- Document extraction and classification pipelines
- Assistants grounded in your policies and documents
- Human-in-the-loop review and audit logging
- Evaluation results and an operating runbook
FAQ
Common questions
Is our data used to train AI models?
No. We configure providers and deployments so your data is not used for model training, and can run models inside your own cloud or on-premises environment where required.
Often combined with
Engagement phases: operate
Managed Data & AI Teams (EDAS)
Dedicated analysts and engineers, with our tools and oversight.
Learn moreTalk to us about AI Automation & Agents.
Tell us what you are trying to achieve. We will tell you honestly whether we are the right partner, and what a sensible first step looks like.