Enfoque
Evaluación, piloto, despliegue, escala — con un criterio de salida escrito antes de empezar cada etapa.
- 01
Evaluación
Duración: 4–6 semanas
We find out what your data can actually support before either of us commits to anything.
Qué ocurre
- Inventory every relevant data source and measure its quality against specific capability requirements
- Interview operations, engineering and IT to establish what decisions the platform needs to support
- Score readiness per capability and identify the blocking gap for each
- Size the remediation work that would unblock the highest-value capabilities
Qué recibe
- Readiness score per capability with the specific gap named
- Prioritised remediation plan with effort and sequence
- A recommended first wave of two to four capabilities with a realistic value estimate
- A written statement of what is not viable in this field today
Criterio de salida
The operator can decide to proceed, to remediate first, or to stop — with enough evidence to defend any of the three.
- 02
Piloto
Duración: 3–4 meses
Two capabilities, one asset, a measurable result and a defined way to fail.
Qué ocurre
- Deploy the platform core and the first two capabilities on a single field or facility
- Run models in shadow mode against live data before anything is acted on
- Establish the measurement baseline before the capability changes behaviour
- Train the users who will operate it and capture their feedback weekly
Qué recibe
- Working deployment on the operator’s own infrastructure
- Measured result against the pre-agreed baseline
- An honest account of what did not work and why
- A go / no-go recommendation with the evidence behind it
Criterio de salida
A pre-agreed success metric is either met or not. A pilot that fails its metric ends, and we say so rather than proposing an extension.
- 03
Despliegue
Duración: 6–12 meses
Production hardening, integration with the systems that create work, and handover to people who will still be here in three years.
Qué ocurre
- Harden the deployment: high availability, backup, disaster recovery, security review
- Integrate with maintenance, ERP and reporting systems so recommendations become work
- Extend to the remaining assets in scope
- Train the operator’s own team to run and maintain the platform
Qué recibe
- Production platform with documented operating procedures
- Integrations live with the systems that execute the work
- Trained operator team with defined roles and responsibilities
- Model governance process with monitoring and retraining triggers
Criterio de salida
The operator’s own team can run, monitor and troubleshoot the platform without us in the room.
- 04
Escalamiento
Duración: Continuo
More capabilities, more assets, and a measured account of which ones are earning their place.
Qué ocurre
- Add capabilities in sequence as the data foundation supports them
- Extend across fields, with the model governance process carried forward
- Track realised value per capability and retire the ones that do not earn it
- Transfer capability development to the operator’s own team where they want it
Qué recibe
- Expanded capability portfolio with realised-value tracking
- Cross-field benchmarking on a common data basis
- Capability retirement decisions where the value did not appear
- Knowledge transfer and, where agreed, source access
Criterio de salida
There is no exit. This is the state the platform lives in, and the honesty about which capabilities are not working is what keeps it healthy.