AI Operations Layer for Service Businesses

Move every job from request to completion faster.

Callmo connects customers, operations teams, dispatchers, service professionals and existing software. It coordinates work, reduces operational friction and helps more jobs, appointments and service tasks reach completion.

Smoother operations. Faster completion. Lower cost.

Start with one workflow Keep your existing systems Human review where it matters

Live operations layer

Reactive repair · Workflow 04

Coordinating
01

Request received

Web, email, phone, CRM

02

Context structured

Service, urgency, entitlement

03

Best match identified

Rules, skills, availability

04

Dispatch confirmed

Office and professional aligned

05

Field update

Progress and exceptions visible

06

Completed & recorded

Outcome written back

Human review path

Safety, policy and service exceptions pause for the configured team.

Outcome retained

Built for service operations

Trades & home services

Heating, boiler repair, plumbing, electrics & HVAC

Property & facilities

Repairs, maintenance and multi-site services

Healthcare operations

Non-clinical service coordination

Spas & wellness

Appointments, practitioners and follow-up

Multi-location teams

Work moving across people and sites

The operational problem

Work slows down in the gaps between people and systems.

A service request may pass through reception or customer service, scheduling, dispatch, a service professional and several systems before the work is complete. Details are re-entered, priorities change, handoffs lose context and teams chase updates manually. Each small delay adds cost and pushes completion further away.

01

Fragmented intake

Customer and job details are captured more than once or arrive incomplete.

02

Manual dispatch decisions

Teams spend time matching urgency, skills, performance, location and availability.

03

Weak service handoffs

Service professionals receive work without the full customer, asset or service context.

04

Status chasing

Customers and office teams call each other because progress is not visible.

05

Completion friction

Follow-up, records and next actions lag behind the work in the field.

The Callmo operations layer

One intelligent layer across the service workflow.

Callmo sits between service demand, operational teams, service professionals and systems of record. It carries context forward, coordinates the next action and keeps people involved when judgement or escalation is required.

Configured, not assumed. Capabilities depend on the agreed workflow, business rules, integrations and human approval points.

Stage 01

Capture and understand

Structure the customer, site, service, urgency and entitlement information required to create actionable work.

Stage 02

Prioritise, match and dispatch

Apply configured rules and relevant skill, service, location and availability signals to identify the appropriate person and path.

Stage 03

Coordinate delivery

Keep the office, assigned professional and customer aligned through context, confirmations and status changes.

Stage 04

Manage exceptions

Surface work that is blocked, late, unassigned, incomplete or outside the agreed automation rules.

Stage 05

Complete and learn

Record the outcome, trigger the next action and use results to improve future workflow configuration.

Core capabilities

Built around how service work actually moves.

Start with the places where context is lost, decisions queue up or work goes quiet. Callmo is configured around the operation, not the other way around.

Intelligent assignment and dispatch

Can be configured around service rules, urgency, location, skills and availability, with relevant performance signals used only where agreed and appropriate.

Staff and engineer performance

Designed to use transparent, work-relevant outcome signals to support matching and coaching, with human oversight for employment decisions.

Service context and guidance

Carry customer, site, asset, appointment and task information to the assigned person so work begins with the right context.

Live handoffs and status

Keep operational context intact as work moves between customer service, dispatch, service professionals and external partners.

Exception management

Configure rules to surface work requiring judgement, escalation, reassignment or customer recovery.

Customer and staff updates

Configure selected confirmations, reminders, ETA requests, status updates and follow-up across appropriate channels.

Operational learning

Use workflow, conversation and outcome data to improve agreed rules, coaching and execution for each business.

Industries and workflows

Start with one high-friction workflow.

The same operations layer adapts to different people, systems and decision points. Choose a journey to see how work moves toward a recorded outcome.

Selected workflow

Reactive repair

Configurable pilot

People involved

Customer · office · dispatcher · engineer

Systems involved

Intake · CRM/FSM · messaging

Urgency & safety intake
Entitlement / service check
Engineer dispatch
Status updates
Completion record

Built for UK trades

Gas Safe-aware workflows with clear emergency escalation.

For heating, boiler repair, plumbing, electrics & HVAC operations, Callmo can be configured around the business’s qualification, dispatch and safety-escalation rules. It captures the operational facts needed to route work, keeps the engineer and office aligned, and avoids giving customers unsafe DIY instructions.

Follow approved scripts and escalation rules

Escalate suspected gas, CO, electrical, flooding, fire and vulnerable-customer risks

Avoid diagnosis and unsafe DIY repair advice

Preserve Gas Safe engineer and other qualification requirements

Record why work was dispatched, escalated or held

Keep a human path for safety-sensitive exceptions

Important: “Gas Safe-aware” does not mean Callmo is Gas Safe registered, certified, approved or endorsed. The service operator remains responsible for technical, safety, legal and regulatory decisions.

Integrations

Keep your core systems. Connect the work between them.

Callmo is designed to work with the software your teams already use, using APIs, webhooks and workflow-specific logic to carry the right information and next action across the operation.

Field service & trades
CRM & enterprise
Property & facilities
Calendar & scheduling
Communications
Custom APIs & systems

Named platforms in discovery scope

Commusoft · subject to technical discoveryJoblogic · subject to technical discoveryServiceM8 · subject to technical discoveryBigChange · subject to technical discoveryJobber · subject to technical discoveryGoogle Calendar · subject to technical discoveryMicrosoft Outlook · subject to technical discovery

Integration scope depends on API availability, permissions, licensing, data access and security requirements. Listed platforms are not represented as official partners or deployed production connectors.

Operational outcomes

Measure the operation by completed work, not activity alone.

Every pilot begins with a baseline and agreed measures. Until verified customer evidence is approved, Callmo shows what can be measured rather than presenting forecast percentages as achieved results.

What we measure

Speed

Request-to-dispatch time
Request-to-completed-job time
Customer update response time

Measures are selected only where data is available, definitions are transparent and the use is appropriate for the workflow.

Communication automation

Conversations support the operation, not the other way around.

Optional communication, performance and follow-up modules sit inside the wider operations layer and are configured around the workflow.

Voice is one way Callmo moves work forward.

Selected inbound and outbound calls can capture information, qualify a request, confirm an appointment, collect an update, follow up on unfinished work or escalate to a person. The conversation feeds the operational workflow rather than becoming a disconnected call record.

CSR monitoring, scoring and coaching

Callmo can review customer-service conversations against agreed workflow and quality criteria, surface coaching opportunities and help managers understand where service or conversion breaks down. Criteria must be transparent and work-relevant, with human review for employment decisions.

Outbound follow-up and lead recovery

Callmo can support follow-up for unbooked enquiries, incomplete tasks, appointment confirmation and customer updates, helping teams progress work that would otherwise remain in a callback list or CRM queue.

Founding Design Partner Programme

Shape Callmo around a real service workflow.

Callmo is selecting a limited number of service businesses to design and test one high-friction operational workflow. The programme begins with the current process, aligns the AI layer with the team’s real rules and systems, and measures whether work moves to completion with fewer delays and manual touches.

Apply to become a Founding Design Partner

Tell us which workflow slows your team down most.

Map one current workflow and its friction
Define automation, approval, safety and escalation rules
Review software and integration access
Configure a controlled pilot
Align directly with the product team
Agree measurable completion, cycle-time, cost or exception outcomes

Pricing

Plans aligned to the complexity of your operation.

Start with your current workflow and software. Callmo is configured around how your people, tasks and systems already operate.

Basic

Suitable for small service teams

£350per seat / month
  • Current workflow evaluation
  • Close alignment with the existing workflow
  • Integration subject to access and discovery
  • Focused operational setup
Discuss your requirements
More complex operations

Pro

For teams with greater coordination complexity

£850per seat / month
  • Everything in Basic
  • Multiple conversations, tasks and handoffs
  • Agreed performance and outcome criteria
  • Skills, ability and availability signals
  • Complex dispatch, exception and escalation workflows
Discuss your requirements

Enterprise

For multi-site or complex operations

Custom
  • Bespoke workflows and approvals
  • Advanced or custom integrations
  • Organisation-specific security and access
  • Multi-team, site or service coordination
  • Deployment and support agreed after discovery
Discuss your requirements
Commercial definitions are confirmed in your proposal. What counts as a seat, VAT treatment, billing and minimum-commitment terms, onboarding or configuration fees, integration scope and usage treatment are agreed after discovery. Team-size descriptions are guidance, not hard eligibility rules.

How engagement starts

Start with the workflow that creates the most friction.

01

Map the current operation

Identify the people, systems, decisions, delays and exceptions in one workflow.

02

Configure a controlled pilot

Connect the minimum required systems and define automation, approval and escalation rules.

03

Measure completed-work improvement

Compare cycle time, manual touches, exceptions, cost and completion outcomes before expanding.

Operational walkthrough

Bring one workflow.
We’ll map where it slows down.

In 30 minutes, identify the people, systems, decisions and exceptions involved, plus a controlled place to test Callmo.

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