William Jacob

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Legal Department: Contracts at the Push of a Button from Deal Parameters

The legal department of a mid-sized technology company with 600 employees drafts 80–120 contracts per month: supplier agreements, service contracts, NDAs, licence agreements, partnership agreements. For standard cases, a lawyer previously spent 45–90 minutes: find the right template, populate deal parameters, adjust clauses, review risks, format the final document.

IT Operations: Resolve Incidents in Minutes Instead of Hours

An IT service provider with 80 employees manages the critical IT infrastructure of 40 mid-sized business clients — servers, networks, backups, cloud connectivity. When an incident strikes, hundreds of log entries, monitoring alerts, and support tickets arrive within minutes. On-call technicians had to wade through this flood of data manually to find the root cause. Every hour of downtime costs clients an average of €12,000.

Software Development: AI-Powered Code Review Without Cloud Risk

A software service provider with 120 developers builds bespoke enterprise software — accounting systems, ERP integrations, industrial control software. Code review by senior engineers was the primary quality gate — but also a major bottleneck: every pull request waited an average of 2.4 days for a human review.

Hospital: More Accurate Coding, Higher Revenue

A general hospital with 600 beds closes around 18,000 inpatient cases per year. Revenue depends directly on accurate coding under ICD-10 and procedure codes — incorrect or incomplete codes lead to under-reimbursement, unjustified payer audits, and time-consuming appeal processes.

Consulting PMO: Status Reports Without the Overhead

An IT consultancy with 80 consultants runs 25–40 client projects simultaneously. Each project delivers weekly status reports to the client — often in different formats, levels of detail, and quality depending on the project manager. In parallel, an internal PMO report runs for the management board. Project managers spent every Friday morning writing status reports instead of doing project work.

Regional Media: Research and First Drafts in a Fraction of the Time

A regional publisher with 45 editors publishes 120–150 articles daily across print, digital, and social media. Newsroom pressure is intense: fewer staff than a decade ago, more channels, higher frequency. Time for deep research is scarce.

Creative Agency: Pitches and Proposals in Half the Time

Pitches and proposals are the lifeblood of every agency — and their biggest time sink. A marketing agency with 25 employees spent an average of 18 hours per pitch: briefing analysis, concept development, copywriting, budgeting, presentation design. With 3–4 pitches per month, that overhead was substantial — with uncertain outcomes.

Marketing: One Whitepaper, Ten Formats – in One Hour

A B2B software company with 120 employees produces high-quality content — white papers, case studies, technical guides. Each white paper costs €3,000–€8,000 to produce and reaches perhaps 400 downloads. The marketing team has identified the problem: it’s not the white paper itself, but the absence of repurposing.

Training Provider: Adaptive Learning with a Local AI Tutor

A training provider with 60 employees develops and delivers qualification programmes for mid-sized corporate clients — compliance training, leadership development, technical upskilling. Programmes are delivered as blended learning: in-person sessions combined with online learning units.

Energy Provider: Detect Grid Faults Before Customers Call

A regional utility with 300 employees operates the electricity and gas network for 180,000 households. The control room processes 50,000 sensor data points per day — voltages, loads, flow rates, temperature readings. Faults rarely occur without warning: in the hours before an outage, measurements often show subtle patterns that experienced network engineers recognise — but which get lost in the data volume without systematic monitoring.

Healthcare: Documentation Without Cloud Risk

Doctors spend an average of 35% of their working time on documentation. In a hospital group with 12 sites and 1,200 physicians, that adds up to a massive efficiency and morale problem.

Local Government: Automatic Minutes for Council Meetings

A municipality with 35,000 residents holds 3–5 committee sessions and one full council meeting per month. Each session runs 2–4 hours and must be fully documented — with resolutions, voting results, statements, and agenda items. Producing the minutes previously required a full-time employee and took an additional 3–4 hours after the session ended.

Facility Management: Intelligently Coordinating Maintenance Requests

A facility management provider with 250 employees manages 45 commercial properties — office complexes, logistics centres, production facilities. Around 1,800 maintenance requests and fault reports arrive each month. Coordinating between tenants, technicians, subcontractors, and owners was an organisational headache: information scattered across emails, WhatsApp groups, and spreadsheets.

Wholesale: Precise Demand Forecasting – Never Too Much or Too Little

An industrial wholesaler with 600 employees and 180,000 articles holds average annual inventory of €28 million. Of this, 22% is classified as slow-moving or dead stock — items over-purchased because demand planning relied on experience and spreadsheets.