Opportunity assessment
Map candidate uses across administration, service delivery, reporting and knowledge work. Prioritise them against operating value, data quality and the consequences of an incorrect output.

AI consultancy for established businesses and organisations. Identify where AI can improve the work, where conventional automation is a better fit and what your people need to use either with confidence.
Start with a business decision or recurring task. We examine the inputs, exceptions, risk and cost of the current process before recommending technology. A simpler workflow, a better integration or an existing software feature may solve the problem without introducing a new AI system.
Map candidate uses across administration, service delivery, reporting and knowledge work. Prioritise them against operating value, data quality and the consequences of an incorrect output.
Test a bounded use case against a representative evaluation set. Agree who reviews outputs, what good performance means and when the system must hand work back to a person.
Connect approved tools to the existing operation, document their limits and establish responsibility for monitoring, updates and ongoing costs.
A useful AI roadmap distinguishes a plausible demonstration from a dependable operating capability. We look at how information reaches the system, which instructions it follows, how errors are detected and whether the business can maintain it after handover. Vendor selection follows the requirements; we do not assume one model or software platform fits every organisation.
Final deliverables and timing are agreed in a written proposal. Multi-team and multi-site work can require several days of investigation and a longer delivery period.
For trading SMEs and larger organisations with repeatable workflows, an accountable project owner and a clear reason to improve them. An initial conversation establishes delivery fit; confidential records are not needed to begin.
Remote work is available internationally. On-site delivery, travel expenses and local requirements are assessed and agreed before booking. No local office is implied.
Tell us which process or business outcome needs attention. We will establish whether a focused diagnostic or a wider assessment makes sense.
Email support@114labs.com ↗Please avoid sensitive records or passwords in an initial message.
Start with the operation ↗