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Koderead

Playbooks

What it looks like in your sector.

Sixteen pairings of industry and capability — each with the workflow, the metric, and the line a person still holds.

Logistics & Transport · Customer Operations

How can a logistics company stop staff answering 'where is my shipment' all day?

Connect the customer-facing channel directly to the operational tracking system so status, delivery window and exception detail are answerable without a person. The data almost always already exists — what is missing is the layer that lets a customer reach it.

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Logistics & Transport · Document & Finance

How do we stop losing proof of delivery and claim documentation?

Capture proof of delivery at the point of delivery and index it against the consignment immediately, rather than photographing paper and emailing it for someone to file. The value is not the scanning — it is that when a claim arrives eleven months later, retrieval takes seconds instead of an afternoon, and the document is actually there..

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Manufacturing & Industrial Supply · Document & Finance

How do we turn incoming specification emails into quotes faster?

Parse the incoming enquiry into structured fields — product, quantity, destination, required date, account — and match it against your catalogue and the customer's history automatically. Extraction is the easy half; the half that matters is stopping and asking when a specification is ambiguous rather than resolving it by assumption..

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Manufacturing & Industrial Supply · Workflow Automation

How do we assemble quotes without checking four systems by hand?

Connect the quoting step to live stock, the customer's negotiated pricing tier and a freight calculation, so the quote is assembled and the salesperson approves rather than constructs it. The decisive addition is showing resulting margin at the point of approval, which converts a rubber stamp into a decision..

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Finance & Accounting · Document & Finance

How do accountancy firms move qualified staff off data entry?

Extract and validate client documents automatically, posting straight through only where every reconciliation check passes, and routing the rest to a triaged exception queue. The metric that matters is straight-through rate, not extraction accuracy — a wrong figure caught by a validation rule never reaches the ledger..

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Finance & Accounting · Business Intelligence

How do accountancy firms find advisory opportunities before the client asks?

Monitor the client book for the signals that precede an advisory conversation — margin drift, cash-runway change, unusual expense patterns, concentration risk — and surface them to partners. The shift is from waiting for clients to raise a problem to opening the conversation, which is also the difference between compliance fees and advisory fees..

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Real Estate · AI Agents

How can an estate agency qualify property enquiries out of hours?

Qualify conversationally at the point of enquiry — budget, area, property type, timeline, chain and financing position — score against your criteria, and write straight to the CRM. Property enquiry volume peaks exactly when offices are closed, so the coverage gap is structural and cannot be closed by staff discipline..

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Real Estate · Workflow Automation

How do we stop losing viewings to calendar phone tag?

Check availability across buyer, vendor, agent and property access in one operation and confirm the slot, rather than sequencing three phone calls. Scheduling is the single most common point at which a warm buyer cools, and it is almost entirely mechanical..

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Professional & Legal Services · AI Agents

How can a firm search its own precedent and matter history reliably?

Index authorised internal matters and documents so staff can ask a question and receive the source passage with its citation. This is retrieval, not advice: the system returns where the firm has addressed something before, and a qualified professional decides what it means..

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Professional & Legal Services · Business Intelligence

Which of our matter types actually make money?

Join time recorded, fees billed and fees actually collected by matter type, then look at realisation rather than utilisation. Most firms measure how busy people are; far fewer measure which work converts that effort into collected fees, and the gap between the two is where quiet losses concentrate..

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E-commerce & Retail · Customer Operations

How do we resolve order questions without growing the support team?

Resolve the post-purchase questions end to end — status, address changes, returns initiation, refunds inside policy — by connecting to live order state. These account for the majority of retail support volume and almost all of it requires reading and writing to systems, which is exactly what a chatbot cannot do..

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E-commerce & Retail · AI Search Visibility

How do we get our products recommended by AI shopping assistants?

Enrich product data with genuine structured attributes rather than marketing copy, so a system assembling a recommendation can match your products against real intent. Sparse attributes and adjective-heavy descriptions are the main reason a catalogue is skipped — the fix is unglamorous data work, not a schema trick..

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Healthcare & Clinics · Workflow Automation

How can a clinic reduce administrative load without touching clinical work?

Automate booking, rescheduling, reminders, waiting-list backfill and pre-arrival intake. All of it is administrative, none of it is clinical, and together it consumes most of a front desk.

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Construction & Facilities · Business Intelligence

How do we answer a question across every site at once?

Consolidate site communication into structured project records so portfolio-level questions can be answered without calling each site manager. The hard part is not the querying — it is capturing information from the channels crews actually use rather than asking them to adopt a new app..

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Travel & Hospitality · Customer Operations

How do we answer and book guest enquiries around the clock and in any language?

Answer availability, rates, amenities and policy from live systems in the guest's own language, and complete the booking directly. Travel enquiries arrive across time zones at all hours, and the operator who answers first frequently takes the booking — while the alternative is surrendering the guest to an aggregator..

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Fitness & Wellness · Business Intelligence

How do we spot members about to cancel while we can still do something?

Watch attendance decay rather than cancellation events. A member who drops from four visits a week to one has already left in every sense except billing, and that change is visible in the booking system weeks earlier.

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You know AI matters and you do not yet know where it would apply here.

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