Operations team reviewing AI workflow performance on a wall display

Enterprise AI implementation

Move from AI ambition to reliable business systems

We help leadership and operations teams find the right opportunities, design the operating model, and deploy AI workflows that hold up in production.

Official partners

100+

Production workflows shipped

98%

Long-term client retention

End to end

Strategy, build, rollout, and support

Strategy and readiness

Build clarity before committing to technology

Before implementation, we help teams understand their operations, audit what is possible and safe, and define the roadmap that leads to measurable outcomes.

How the engagement works

01

Understanding AI

We help your team understand what AI is, how it works in practical terms, and how to use it effectively in day-to-day operations.

  • AI fundamentals for business teams
  • Use-case education by department
  • Team training and enablement

02

AI auditing

Start here

We review your workflows, tools, and data to identify where AI fits best, where it can add value, and where it should not be used.

  • Workflow and process fit analysis
  • Tooling, data, and integration audit
  • Feasibility, risk, and guardrail review

03

AI consulting

We help you implement AI solutions in the right order, manage rollout, and improve performance over time.

  • Implementation roadmap and priorities
  • Delivery and rollout support
  • Adoption, measurement, and iteration

Build and deploy

Applied AI development, built for real operations

Six capabilities we ship repeatedly. Most engagements combine two or three of them.

01

Agent development

Purpose-built AI agents with memory, tool use, guardrails, and production-ready decision loops.

02

Automation workflows

Connected systems that trigger tasks, coordinate steps, and move work from request to completed outcome.

03

Multi-agent systems

Specialized agents working as a coordinated team across research, operations, reporting, and execution.

04

Full-stack AI solutions

Products with integrated AI capabilities, orchestration layers, and direct integrations into your existing stack.

05

Custom dashboards

Operational views that surface the numbers a team actually decides on, wired to live system data.

06

Delivery management

End-to-end project ownership and engineering capacity for teams without an internal AI function.

Two colleagues mapping an AI-enabled workflow on a whiteboard

6 weeks

Typical time from first workshop to a workflow running in production.

Who we serve

Built for teams where the cost is in the manual work

We partner with businesses that want to cut operating cost and free up capacity through automation that runs every day — not a dashboard that gets opened once.

B2B companies and SaaS startups
Teams shipping product who need AI capability built in without diverting the core engineering roadmap.
Operations-heavy businesses
Logistics, finance, and service organisations where the cost sits in repeated manual handling.
Growth teams and founders
Small teams that need leverage now and cannot wait on a multi-quarter internal build.

Selected work

Real projects with measurable results

Each system below runs in production today. The numbers are the ones the client measures internally.

General

AI and automation

Intelligent systems that take over repetitive handling, pull insight out of existing data, and keep operations moving.

Smart shipment automation

95%
Time saved
Email
Single intake channel
0
Errors per month
1

Problem

Shipment requests arrived by email, and staff retyped data into multiple tools.

2

AI implementation

AI now reads each email, validates details, and creates labels plus bookings automatically.

3

Result

Order handling became near-instant with 95% less manual work and zero monthly entry errors.

Email-to-CRM project creation

80%
Faster setup
0
Offers missed
100%
Record accuracy
1

Problem

Leads dropped because intake was slow and setup took too long.

2

AI implementation

AI reads project emails, captures requirements, and auto-creates CRM project records.

3

Result

Setup became 80% faster, no offers were missed, and CRM data quality stabilized.

ERP AI assistant

90%
Cost reduction
RAG
Orchestration
Auto
Bug reports
1

Problem

ERP support was costing $10k+/month due to repetitive requests.

2

AI implementation

We deployed an AI ERP assistant connected to internal knowledge and auto-routing.

3

Result

Support costs dropped 90% and users got faster, consistent answers.

Industry spotlight

Marketing and sales

Pipeline automation that qualifies inbound leads, finds new ones from live buying signals, and keeps event audiences showing up.

AI inbound lead qualification

Instant
Hot-lead contact
3 tiers
Hot / warm / cold
0
Clients left unbooked
1

Problem

Inbound leads sat unsorted, so hot prospects went cold while they browsed competitors.

2

AI implementation

AI scores every inbound lead against the company's own criteria and sorts it into hot, warm, or cold.

3

Result

Hot leads are contacted immediately, and no ready-to-buy client is left unbooked.

Signal-based outbound prospecting

+10%
Monthly lead flow
Signals
Intent-based targeting
2 channels
Email and message
1

Problem

Outbound relied on cold lists, missing prospects already showing buying intent online.

2

AI implementation

The system scrapes public buying signals, finds interested leads, and drafts personalised email or message outreach.

3

Result

Monthly lead flow grew 10% from a fully automated, signal-driven pipeline.

Automated event reminder emails

30%
Registrant attendance
6x
Attendance lift
Auto
Recurring reminders
1

Problem

Webinar and workshop registrants forgot to show up, with attendance under 5%.

2

AI implementation

Recurring reminder emails now run automatically for every public event from registration to start.

3

Result

Attendance climbed to around 30% of registrants — a six-fold improvement.

Industry spotlight

Logistics and transportation

A multi-workflow programme covering operational efficiency, cost control, and fleet oversight.

Travel sheets OCR service

85%
Processing time cut
0
Lost documents
Live
Route visibility
1

Problem

Paper travel sheets caused delays, typing mistakes, and missing documents.

2

AI implementation

A mobile OCR flow now reads sheets, validates fields, and syncs directly to fleet systems.

3

Result

Processing dropped 85%, document loss hit zero, and route visibility became real-time.

Fuel tracking and alert system

40%
Cost variance cut
Minutes
Alert response
100%
Transaction visibility
1

Problem

Fuel events were inconsistent, so cost drift was hard to detect quickly.

2

AI implementation

We unified fuel data in one live control layer with policy-based alerts.

3

Result

Cost variance dropped 40%, response moved to minutes, and transaction visibility reached 100%.

Fuel theft detection workflow

Real-time
Was: weeks delayed
100%
Evidence trail
3-tier
Alert system
1

Problem

Fuel theft checks were monthly, so losses were found weeks too late.

2

AI implementation

We built real-time detection that correlates mileage, route behavior, and fueling patterns.

3

Result

Suspicious events are now flagged immediately with a full investigation trail.

Production delivery

Built for operation, monitoring, and continuous improvement

Delivery does not end at launch. We establish ownership, observability, exception handling, and a measurable improvement cycle so each system stays dependable in production.

Discuss your first deployment
Engineer monitoring an AI system running in production

Next step

Start with the workflow that costs you the most

Tell us where work gets stuck. We will map the process, size the opportunity, and outline a pilot you can judge on numbers.