AI solutions and AI development in Sri Lanka
We integrate AI where it earns its keep: answering customers, reading documents, drafting work, routing leads, removing repetitive decisions. Orion — the assistant and website audit engine running on this site — is our own production AI system, not a demo.
Positioning
Models woven into product.
Outcomes
- Hours saved every week
- New product surfaces
- Measurable model ROI
Deliverables
- Prompt + eval framework
- Vector search / RAG
- Agent workflows
- Guardrails + observability
Tech we reach for
Problems we're usually called in to fix
AI features nobody uses
A chat bubble bolted onto a product with no data behind it. Useful AI sits inside a workflow someone already resents.
Answers that can't be trusted
Without retrieval over your own documents, evaluation and guardrails, a model invents. We build the retrieval and the tests first.
No idea what it will cost
Token spend, latency and failure modes are all engineering decisions. We model them before you commit.
How we approach it
- 01
Pick one workflow
We start from a measurable task — support replies, quotation drafting, document intake — and instrument the before/after.
- 02
Retrieval, tools and guardrails
RAG over your own content, function calling into your systems, structured outputs, fallbacks and logging on every call.
- 03
Evaluate, then expand
A small eval set catches regressions when prompts or models change. Once the first workflow holds, we add the next.
What businesses use this for
- AI chatbots and support assistants trained on your own content
- RAG systems over documents, policies and product catalogues
- AI agents that draft quotations, replies and reports
- Lead qualification and routing automation
- Internal AI tools for research, summarisation and data entry
- AI features inside an existing product or dashboard
AI Solutions — questions we get asked
How much does an AI chatbot cost?
A scoped assistant trained on your own content is usually a fixed build fee plus monthly model usage, which for most Sri Lankan SMEs lands in the low thousands of LKR per month. We size both before you start.
What is a RAG system?
Retrieval-augmented generation. Your documents are indexed, the relevant passages are retrieved for each question, and the model answers from those passages — so answers stay grounded in your material and can cite it.
Can we start small?
Yes, and we recommend it. One workflow, measurable outcome, two to four weeks. You can see the free Orion website audit on this site as an example of a narrow AI system doing one job well.
Related services
See allReady when you are
You bring the ambition.
We bring the ship.
A thirty-minute call. No deck, no funnel — a real conversation about what you want to build and whether we're the team to build it with you.