AI services for any business, anywhere

Custom AI for the problem you have now. Built fast.

Bring us whatever is slowing your business down. We build an AI solution made only for you, around your systems as they are today. A free audit in 30 minutes, a prototype in 2 weeks, production in 90 days. Your data stays governed, your code stays yours.

You leave the call with your top 3 AI opportunities, ranked by ROI and time-to-ship.

agent-run / accounts-payable-inbox Running Illustrative demo

Inbox 6

    Pipeline · —

    1. Classify
    2. Extract fields
    3. Match to purchase order
    4. Policy & guardrails
    5. Decision

    Confidence below 0.85 always goes to a human.

    Outcome

    0auto-posted
    0to a human
    —sec / doc
      30 minFree AI audit. No deck, no obligation.
      2 weeksA working prototype on your real data.
      90 daysFrom audit to production-grade AI.
      Top 3Opportunities, ranked by ROI and time-to-ship.

      How we work

      A pragmatic path from idea to production AI.

      No 6-month strategy decks. We ship working software in weeks, measure outcomes, and compound wins from there.

      Book free audit
      1. 01Day 0 · 30 min

        Audit

        We map your workflows, data and team. Identify the top-3 AI opportunities ranked by ROI and time-to-ship.

        You getA ranked shortlist, a rough ROI and a build plan.

        Free

      2. 022 weeks

        Prototype

        We deliver a working prototype on your real data, not a slide deck, so you can feel the impact before scaling.

        You getWorking software your team can try.

        Fixed price, agreed up front

      3. 03Before go-live

        UAT & sign-off

        User acceptance testing: your team tries the system on real cases, and we fix what they find. Nothing goes live until you sign off.

        You getA system your own people have tested and approved.

        Part of the build

      4. 04To ~day 90

        Ship

        Production deployment with evals, guardrails, observability and a clear handoff. Built to last, not to demo.

        You getA production system, runbooks and dashboards.

        Milestone-based

      5. 05Ongoing

        Scale

        We embed alongside your team, expand wins across the org, and graduate you off our retainer when you're ready.

        You getCompounding wins, then independence.

        Monthly, cancel anytime

      The usual wayHow we work
      First resultA strategy deck, months laterA working prototype on your data in 2 weeks
      Quality barDemos that break on real dataEvals, guardrails and observability before launch
      PricingOpen-ended hourly billingA fixed quote per phase, agreed after the audit
      OwnershipVendor lock-inYour cloud, your repo, your models
      The endA retainer that never endsWe graduate you off it when your team owns the system

      What we do

      AI services that move the metrics that matter.

      From audit to deployment, we partner with your team to ship AI that pays back, measured in hours saved and revenue earned.

      AI Workflow Automation

      Map your team's busywork and replace it with agents and pipelines. We go from manual to autonomous in weeks, not quarters.

      What we deliver

      • Workflow audit and prioritisation
      • Agent and pipeline development
      • Internal copilots and assistants
      • Tool integrations (CRM, helpdesk, sheets, email)
      • Evals, guardrails and human-in-the-loop

      Common starting points

      • Invoice & document processing
      • Ticket triage
      • CRM hygiene
      • Weekly reporting
      • Inbox routing

      Go deeper: AI agents & automation

      Back-of-the-envelope

      What is busywork costing you?

      Move the sliders. It's an estimate, not a quote. The audit replaces every assumption with your real numbers.

      12
      8 h
      $70
      40%

      We'd start conservative. 30–50% is typical for document-heavy work; your audit sets the real number.

      Recoverable value per year

      $0

      0 FTE of time back, or 0 hours a year.

      Busywork today
      $0 / yr
      Hours spent today
      0 h / yr
      Pressure-test this in a free audit

      Assumes 48 working weeks and 1,800 hours per full-time person. Nothing you enter leaves this page.

      Built to be trusted

      AI you can put in front of customers and auditors.

      Every release passes a gate of automated checks before it reaches your users. If quality slips, the release is blocked and the last good version stays live.

      • Evals on every release. Labelled test sets from your own data, run automatically instead of judged by eye.
      • Guardrails and human-in-the-loop. Confidence thresholds decide what's automated and what a person checks.
      • Observability. Every decision is traced, so you can see why the system did what it did.
      release-gate / invoice-agent Illustrative
      v1.8→ productionWaiting

        Data & IP

        Your data. Your IP. Your rules.

        The questions your legal and security teams will ask, answered before the first call.

        Data protection from day one

        We sign a data processing agreement before touching personal data, minimise what we access, and can keep data and models in the region you choose.

        NDA before the audit

        Happy to sign your mutual NDA before you share anything sensitive. Access is scoped to what we need and revoked at handoff.

        You own everything

        Code, prompts, eval sets and fine-tuned weights are yours. Full repository access from the first commit.

        Your data trains only your models

        Your data builds your system and nothing else, never a shared or third-party model. Where providers offer zero-retention settings, we turn them on.

        Model-agnostic

        Frontier APIs or open-weight models you host yourself. Evals pick the model, not hype or a partnership.

        No lock-in

        Documented handoff, runbooks and dashboards. We build so your team can run it without us.

        Example projects

        What we can build for you.

        These are examples of first projects, not client case studies. Instead of logos, we prove it on your own data: a working prototype in two weeks.

        Example · Workflow automation

        Invoice inbox agent

        Reads supplier invoices from a shared inbox, matches them to purchase orders and posts the clear ones. Anything it isn't sure about goes to a person.

        • OCR
        • PO matching
        • Human review

        Example · Computer vision · Mobile

        Photo inspection app

        Staff photograph a product, part or site in a mobile app. A vision model trained on your own images flags damage or missing items on the spot.

        • Custom training
        • Object detection
        • React Native

        Example · NLP

        Support ticket triage

        Classifies every incoming ticket, pulls out order numbers and urgency, drafts a reply and routes it to the right queue.

        • Text classification
        • Entity extraction
        • Helpdesk integration

        Example · AI product

        Answers from your documents

        An assistant that answers questions from your contracts, manuals and policies, cites the page it used and respects who is allowed to see what.

        • RAG
        • Citations
        • Access control

        Example · Growth & marketing

        Lead follow-up engine

        Scores incoming leads, drafts follow-ups for a person to approve and reports which channels actually turn into customers.

        • Lead scoring
        • CRM integration
        • Approval step

        Your problem

        Not on this list?

        Most first projects aren't. Tell us what's slowing you down and we'll come back with a build plan.

        Book free audit

        Working together

        Talk to an engineer in your working hours.

        We keep ten hours of call time every day. Pick your city to see how much of it lands in your workday. If it's thin, tell us what works and we'll find a slot.

        Book a call in your hours

        Your time

        --:--

        —

        Our team

        --:--

        —

        FAQ

        Straight answers.

        Anything else? Ask us on the audit call, or just email.

        What actually happens in the free audit?

        A 30-minute call. You walk us through one or two workflows that drain your team. We map the steps, the data and the people involved, then come back with the top three AI opportunities ranked by ROI and time-to-ship, a rough ROI for each, and a build plan. No pitch deck, and no obligation to continue.

        How quickly will we see something working?

        In two weeks: a working prototype on your real data, not a slide deck. Most systems reach production within about 90 days of the audit, with evals, guardrails and monitoring in place.

        How do you price?

        The audit is free. After it, each phase gets a fixed quote agreed up front: prototype first, then build and ship by milestone. If you want us to stay on to scale, that's a monthly retainer you can stop when your team owns the system.

        Who owns the code, prompts and models?

        You do. Everything we build lives in your repositories and your cloud accounts from the first commit: code, prompts, eval sets and any fine-tuned weights.

        How do you handle our data and privacy rules?

        We sign a data processing agreement before touching personal data, access only what a task needs, and can keep data and models in the region your rules require. Where model providers offer zero-retention settings, we use them. Your data is never used to train anything except your own system.

        Which AI models do you use?

        Whatever wins on your evals. Sometimes that's a frontier API, sometimes a small open-weight model you host yourself for cost, latency or data-residency reasons. We have no vendor partnerships pulling us either way.

        What if the AI gets something wrong?

        It's designed for that. Confidence thresholds route uncertain cases to a person, guardrails block unsafe outputs, and every release has to pass automated evals before it ships. Every decision is traced, so mistakes are visible and fixable.

        Do you work with our existing engineers?

        Yes, that's the preferred setup. We pair with your team, document as we go, and hand over runbooks and dashboards so you can run the system without us.

        What kinds of companies do you work with?

        Any team with a problem AI can help with, from founders running a two-person operation to companies with their own engineering team. If a workflow is repetitive and data-heavy, or you need a model, agent or voice system built on your own data, it's usually a fit.

        Free 30-min AI audit

        Tell us the problem. We'll find the AI fix.

        Bring the problem or workflow that's slowing you down. We'll come back with the top automation candidates, a rough ROI and a build plan, free of charge.

        • Top 3 opportunities, ranked by ROI and time-to-ship
        • A rough ROI for each
        • A build plan you can use with or without us

        Prefer to write directly?

        hello@heyqurie.com WhatsApp us

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