Ship AI that works in production — not another pilot.
Qalvra AI partners with teams to design, build and deploy intelligent systems: conversational assistants, agentic workflows, LLM integrations and computer vision. Engineered to cut cost and create real advantage.
Strategy before code
We start with a free audit of your highest-leverage AI opportunity — before a single line of code is written.
Production, not pilots
Every system we build is engineered to run in the real world — not a notebook demo that collapses under load.
Outcomes you can measure
We define success metrics upfront and deploy evaluation frameworks so you always know the AI is working.
Six high-impact capabilities, delivered end to end.
Each engagement runs from problem framing to a deployed, monitored system. No hand-off gaps, no abandoned proofs of concept.
AI Strategy & Audit
Before building anything, we map exactly where AI creates real ROI in your business. A structured audit with a prioritised roadmap — so you invest in the right problems first.
Agentic AI Systems
Autonomous agents that plan, decide and execute multi-step tasks — research, data ops, workflows — with the right tools, memory and guardrails to run reliably in production.
RAG & Knowledge Systems
Make your internal documents, data and expertise instantly queryable. We build retrieval-augmented systems that give your team — or your customers — accurate, cited answers from your own knowledge base.
LLM Integration
Embed large language models into your existing products and pipelines. We handle model selection, prompt engineering, evaluation and safe deployment — so the AI fits your workflow, not the other way around.
On-Device & Edge AI
Run AI where the data is — on phones, embedded hardware and edge devices. We compress and optimise models through quantization, pruning and runtime tuning to meet strict memory and latency constraints.
AI Evaluation & Safety
Build AI you can trust and explain. We design evaluation frameworks, red-team your models, and add safety layers — essential for regulated industries like finance, healthcare and legal.
Not sure where to start?
Book a free 30-minute discovery call. We'll map the highest-leverage place AI can help — no pitch, just a plan.
Book a call →A clear path from idea to deployed system.
Discovery
We start with your problem, not the tech. One call to find where AI creates the most value, fast.
Solution design
A scoped plan: architecture, data needs, success metrics and timeline — before a line of code.
Build & test
Iterative builds with evaluation baked in, so you see working software early and often.
Deploy & support
We ship to production — cloud or on-device — and stay on to monitor, tune and scale.
Engineering depth, without the agency overhead.
Qalvra AI is built by engineers who ship production AI for a living. You work directly with the people building your system — no account managers, no relayed requirements.
Deep AI expertise
Hands-on experience across LLMs, computer vision, audio DSP and embedded ML — applied to real production systems, not slideware.
Fast, focused delivery
Small senior team, short feedback loops. From scoping to a working build in weeks — without cutting corners on quality.
Outcomes you can measure
Every project ships with evaluation in place. We define success up front and report against it — so you know the AI is working.
Built to last
Clean, documented systems you own. No black boxes, no lock-in — just maintainable software your team can build on.
Notes on building AI that ships.
Hard-won lessons from deploying real systems — the gaps between a notebook and production that nobody talks about honestly.
I quantized the model. It still didn't fit.
The moment on-device AI stopped being theoretical for us — and why the inference runtime, not the model, is your real memory budget.
Read articleMore field notes on the way
New posts on RAG, agentic systems and audio ML — published as the work happens.
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Ready to put AI to work in your business?
Tell us what you're trying to solve. We'll come back within one business day with a clear, honest take on how we can help.
Or reach us directly at hello@qalvra.com