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Doxantro

Software, data and AIbuilt to run your business.

Doxantro designs, builds and runs the systems an operation depends on: production software, dependable data infrastructure and AI that fits the way your teams already work.

Start a projectHow we work
  • Planning starts within 1–2 weeks
  • Startups to enterprise
  • You own the code

Four kinds of work, one team that owns the outcome.

Most projects need more than one of these. We plan them together so the software, data and AI fit from the start.

  • Web platforms, mobile apps, internal tools and APIs, designed with your team and shipped in small, working increments.

    • Web and mobile products
    • Internal tools and dashboards
    • APIs and integrations
    • Legacy modernisation
    release.log
    $ deploy --env production
    ✓ 214 tests passed
    ✓ migrations applied (3)
    ✓ health checks green
    → v1.8.0 live for all users

  • Language models and machine learning wired into real workflows, grounded in your own data, with evaluation and human review built in.

    • Assistants over private documents
    • Workflow and document automation
    • Classification and forecasting models
    • Evaluation and guardrails
    eval/report.md
    ## Invoice extraction — eval run
    dataset held-out, labelled by your team
    checks totals · dates · vendor · VAT
    low confidence → routed to reviewer
    status ready for pilot

  • Pipelines, warehouses and reporting that turn scattered exports into one trusted source your teams and models can use.

    • Ingestion and ETL pipelines
    • Warehouse and data modelling
    • Reporting and analytics
    • Data quality monitoring
    pipelines/orders.yml
    source: pos, erp, payments
    schedule: every 15 minutes
    tests: not_null · unique · fresh < 1h
    target: warehouse.analytics.orders
    last run 09:45 ✓ 0 failures

  • Cloud architecture, CI/CD and observability so releases are routine, incidents are visible and costs stay predictable.

    • Cloud architecture and migration
    • CI/CD and release automation
    • Monitoring, logging and alerting
    • Security hardening and cost review
    infra/main.tf
    module "api" {
    replicas = 3
    autoscale = { min = 2, max = 10 }
    alerts = ["p95 > 400ms", "5xx > 1%"]
    }

Most systems are not broken. They are scattered.

Work lives in spreadsheets, scripts nobody owns and a model demo that never left a notebook. We connect it into something a team can run.

  1. BeforeWeekly reports rebuilt by hand from CSV exports

    AfterOne pipeline feeding a dashboard that updates itself

  2. BeforeA cron job on one laptop that nobody owns

    AfterScheduled, monitored jobs with alerts and an owner

  3. BeforeAn AI demo that only works on the demo data

    AfterA model evaluated on your data, with review for edge cases

  4. BeforeReleases on Friday night, fingers crossed

    AfterAutomated tests and deploys you can run any afternoon

How an engagement runs.

The same four stages whether it is a two-month build or a long partnership. You always know what happens next.

  1. 1

    Discover

    Starts within 1–2 weeks

    We map your systems, data and goals, then agree on a written scope, a plan and an estimate.

  2. 2

    Design

    Architecture first

    Architecture, data model and interface prototypes, reviewed with the people who will use them.

  3. 3

    Build

    Working software, often

    Short cycles with regular demos. You see working software early and steer it as we go.

  4. 4

    Run

    We stay on

    Handover, documentation and monitoring. We can stay on to support, extend and improve it.

Sectors where we know the ground.

The engineering is the same everywhere. Knowing the data, rules and people in a sector is what makes it land.

Questions we hear first.

  • Project planning usually begins within one to two weeks of a first conversation, depending on scope and team availability.

  • Yes. We work with organisations of every size and shape the engagement to the problem and the budget.

  • Finance, healthcare, agriculture, supply chain, security and energy. The engineering carries over, so we take on work outside these too.

  • You do. Code, infrastructure and data stay in your accounts, with documentation so your team can run it without us.

Have something that needs building?

Tell us what you are trying to fix. We reply with questions, a first view on approach and who you would work with.

Start a projectinfo@doxantro.com