Continuous data advisory for data estates
The data estate evolves by design instead of by accumulation. We review platform and architecture decisions against a written reference architecture, several days per month, alongside your data teams.
Data estates rarely fail by design; they accumulate one defensible exception at a time.
Each choice is defensible in isolation: a tool adopted for one team, an exception granted to meet a release date, a pipeline written on a Friday. Twelve months later the effective architecture is the sum of those exceptions, and no one owns it or can price the cost of undoing it.
Continuous advisory puts that criterion in the room while the choice is still open, not in a review board three months later. We sit in your design sessions, write the trade-off down and hand the reasoning to your architects. The question is not which platform is better, but who decides and on what basis.
Shape the estate, do not audit it later
The difference between arriving before the decision and arriving after it.
The report describes an estate that has already moved.
Direction adjusted as the estate and the market change.
Nobody designed it, it simply happened.
Choices judged against a shared target and recorded.
The only expert in the room is selling something.
Senior criteria from a team that builds, with nothing to place.
Advice arrives as conclusions, not as criteria.
Decision frameworks your teams reuse without us.
What the engagement includes
Recurring senior capacity across data architecture, governance and platform decisions, applied inside your existing forums. Not for organisations without a data platform already in production or a named owner per data domain.
Duration
Ongoing engagement, several days per month, with periodic reviews per data domain
Team
A data architect and a governance lead, in co-delivery with your data teams
What we need from you
Access to design sessions and architecture decisions before sign-off, and a named owner per data domain
What you take away
A reference architecture, architecture decision records for each platform choice, and governance rules your teams apply without us
What you take away
- Architecture guidelines
- Reviewed decisions and records
- Governance and cost reviews
- Decision frameworks
Start with an architecture review
One week, two sessions with your data leads. You leave with the pending decisions mapped and a written criterion for the next two quarters.
Book the architecture review