Advisory
Firmcraft is an advisory practice. The firm offers managed artificial intelligence services and the infrastructure that supports them, and it advises on the decisions that determine whether either is worth undertaking.
Advisory
Most organizations do not have an accurate picture of their own artificial intelligence position. Tools have been adopted by individual teams, spending is distributed across departments, and the relationship between those tools and the systems of record is often unclear.
Advisory work begins with establishing that picture: what is running, what it costs, what it produces, and where it creates exposure. From there the work is a series of decisions — what to retain, what to replace, what to build, and what to stop. The output is a roadmap that an executive team can fund and a finance function can defend.
A material proportion of these engagements conclude with a recommendation not to build. In some cases the appropriate answer is better use of systems the organization already owns, or improvements to underlying data, rather than new technology.
Managed AI services
An implementation is a position taken at a moment in time. The field moves, models are superseded, costs change, and processes that were automated appropriately last year may warrant revisiting.
Managed services cover the ongoing operation of a client's artificial intelligence capability: monitoring and evaluation, tuning, cost management, retirement of components that no longer earn their place, and introduction of capabilities that have genuinely improved. Clients retain a single point of accountability for the whole of their artificial intelligence estate rather than managing a collection of vendors.
This includes operating assistants inside the tools leadership and staff already use for day-to-day work — handling correspondence, scheduling, document preparation, and follow-up on outstanding items — so that the capability is available where the work happens rather than in a separate system someone has to remember to open.
Infrastructure
Infrastructure work concerns where systems run and where data resides.
Firmcraft's default position is that client data remains within the client's own environment. Where a hosted model is the appropriate tool for a given task, it is used only where the data handling terms are acceptable to the client and the decision has been made explicitly rather than by default.
Further detail is set out in Data Sovereignty.
Independence
Firmcraft does not resell software and does not receive vendor margin. This is a deliberate constraint on the business model rather than a statement of preference.
The practical consequence is that recommendations are not shaped by a partner relationship. Where the appropriate answer is a system the client already owns, a change to process rather than technology, or no action at all, that is what Firmcraft recommends.