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Capabilities

What ships, and what it replaces.

The system types we build, described by what they replace and what they connect to. The pattern is more important than the industry — the same shape recurs across operations-heavy businesses.

  • Intake Automation

    Replaces
    Human-routed queues and manual triage
    Connects to
    CRM, ticketing systems, email, forms
    Done looks like
    New submissions classified, enriched, and routed — without a person in the loop

  • Internal Ops Agent

    Replaces
    Repetitive analyst work across internal data sources
    Connects to
    Internal databases, Slack, email, spreadsheets
    Done looks like
    An agent that answers operational questions and surfaces anomalies before they become incidents

  • Lead Qualification

    Replaces
    Manual SDR triage and static scoring rules
    Connects to
    CRM, marketing automation, web forms, enrichment APIs
    Done looks like
    Leads scored, enriched, and prioritised in real time — qualified conversations only reach the team

  • Content Operations

    Replaces
    Fragmented workflows across teams and tools
    Connects to
    CMS, knowledge base, design tools, publishing APIs
    Done looks like
    Structured pipeline from brief to publish — draft, review, format, schedule

  • Claims Processing

    Replaces
    Paper-based or partially digitised claims handling
    Connects to
    Document storage, adjudication systems, communication platforms
    Done looks like
    End-to-end claims lifecycle — intake, extraction, validation, status updates — with human override at every step

  • Document Intelligence

    Replaces
    Manual review, extraction, and categorisation
    Connects to
    Storage, ERP, compliance platforms
    Done looks like
    Structured data extracted from unstructured documents at scale — contracts, reports, applications

  • Customer Communications

    Replaces
    Generic sequences and reactive support
    Connects to
    CRM, support desk, messaging platforms
    Done looks like
    Context-aware outbound and inbound — personalised at scale without losing the human voice

  • Operations Intelligence

    Replaces
    Siloed reporting, delayed insights, static KPI views
    Connects to
    Data warehouse, operational databases, BI tools
    Done looks like
    Live operational visibility with natural-language query — the metrics that matter, surfaced when they matter
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How we choose

We pick the smallest system that solves the biggest constraint.

Most operations have one or two workflows that bottleneck everything else. The fastest path to ROI is rarely "build the most sophisticated AI thing we can." It's almost always finding the highest-leverage constraint and shipping the smallest system that removes it.

That discipline is the entire point of the discovery phase. The scope document doesn't list every system you could eventually have — it lists the one we're going to ship first, the one that buys the time and the trust to do the next one.

Get started

The first call is free. The first conversation matters.

You'll talk to Sam directly. We'll map the highest-leverage workflow in your business — no preamble, no slide deck.

Path A

Book a 30-minute discovery call

Pick a time that works. We'll use the 30 minutes to map the highest-leverage workflow in your business.

Path B

Send a message

Prefer async? Describe what you're working on and we'll respond within one business day.