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  • Home/Services/AI Development
    AI & Data

    AIdevelopmentservicesthatmovefromprototypetoproduction

    Custom AI products, copilots and intelligent automation engineered for real-world use.

    AI Development

    By the numbers

    0+
    AI products shipped
    0%
    Avg cost reduction in automated workflows
    0x
    Speed-to-value vs in-house build
    0/7
    Eval & monitoring coverage
    AI ConsultingCustom AI ModelsAI Copilots & AgentsComputer VisionNLP & Conversational AIAI Integration
    AI ConsultingCustom AI ModelsAI Copilots & AgentsComputer VisionNLP & Conversational AIAI Integration
    // AI DATA

    Most AI proofs-of-concept never reach users. We are different — we build AI products that survive the messy reality of production: data drift, cost, latency, evals and human oversight included.

    What we offer

    AI Development services we deliver

    Modular engagements across the full ai development lifecycle — pick one or combine into a full delivery partnership.

    01 / 06

    AI Consulting

    Use-case discovery, ROI modelling and an AI roadmap your board will sign off on.

    02 / 06

    Custom AI Models

    Fine-tuned and bespoke models for classification, search, vision and forecasting.

    03 / 06

    AI Copilots & Agents

    Domain-specific copilots that integrate with your data, tools and policies.

    04 / 06

    Computer Vision

    Object detection, OCR and visual QA for retail, manufacturing and healthcare.

    05 / 06

    NLP & Conversational AI

    Search, summarisation, semantic understanding and voice interfaces.

    06 / 06

    AI Integration

    Wire AI into your existing CRM, ERP and product without a rip-and-replace.

    Why Kilobyte

    Why teams pick us for ai development

    A delivery practice built on outcomes, not deliverables.

    01

    Evals as a first-class artefact

    Every model ships with an evaluation harness, not just a benchmark screenshot.

    02

    Cost-aware engineering

    Quantisation, caching and routing strategies that keep cloud bills predictable.

    03

    Responsible AI

    Guardrails, audit trails and human-in-the-loop where it matters.

    04

    Outcome over output

    We measure success in saved minutes and converted users — not GPU hours.

    AI Development — Kilobyte delivery
    AI & Data
    AI Development
    Industries

    Built for regulated and high-growth sectors

    Deep domain context across the industries that move modern economies.

    HealthcareFintechRetailManufacturingLegalMediaPublic SectorLogisticsHealthcareFintechRetailManufacturingLegalMediaPublic SectorLogistics
    HealthcareFintechRetailManufacturingLegalMediaPublic SectorLogisticsHealthcareFintechRetailManufacturingLegalMediaPublic SectorLogistics
    Our Process

    How we deliver

    A repeatable approach, customised to your stage, stack and risk profile.

    01
    Use-case Selection
    Score candidate use-cases by impact, feasibility and time-to-value.
    02
    Data Audit
    Map data quality, lineage and access — fix root causes before training.
    03
    Build & Eval
    Iterate model + product together with a measurable eval loop.
    04
    Pilot
    Ship to a small cohort with feedback hooks, telemetry and kill switches.
    05
    Scale
    Roll out org-wide with monitoring, retraining cadence and governance.
    AI Development in action
    Built by Kilobyte

    Real ai development, real outcomes.

    50+ ai products shipped · 70% avg cost reduction in automated workflows
    Explore case studies
    Tech we use

    Our ai development stack

    Proven tools and frameworks — chosen per project, not by default.

    Models

    Claude
    GPT
    Llama
    Mistral

    Training

    PyTorch
    Hugging Face
    LangChain
    LlamaIndex

    Vector & Data

    pgvector
    Pinecone
    Weaviate
    Snowflake

    Ops

    MLflow
    Weights & Biases
    Modal
    Ray
    FAQ

    Frequently asked questions

    Common questions we hear before kicking off ai development engagements.

    Should we use a foundation model or train our own?
    We almost always start with a hosted foundation model and only train when there is a clear cost, latency or differentiation reason.
    How do you handle hallucinations?
    Retrieval-grounded prompting, structured outputs, guardrails and evals — combined, not in isolation.
    What about data privacy?
    We support fully on-prem, VPC-isolated and BYOK deployments where required.
    Do you handle change management?
    Yes — adoption playbooks and training sessions are part of every rollout.

    Ready to start your ai development project?

    Tell us about your goals — we'll come back with a tailored plan, team and timeline within 48 hours.