Services
Five places it earns its keep.
Loop is a way of building agentic systems that recurs in the same five places inside a UK charity. The audit trail and the human-in-the-loop chain are the same shape everywhere; only the operational work changes.
The menu
Pick your team.
Service delivery
Coordinators and supervisors carrying the casework load - mentoring, family support, programme oversight.
Funder reporting
Grants managers and programme directors signing off claims they can defend down to the source row.
Fundraising
Donor managers and major-donor leads writing to real people, with every sentence sourced back to a donation or comms record.
Beneficiary insight
Research and service-improvement teams theming feedback at scale, accurately enough that the research team signs off and the ethics review can audit.
Safeguarding & casework
Designated leads making decisions that can't be wrong. The agent flags; the human decides.
Across all of them
What runs underneath all of them.
The same engagement shape and governance posture runs underneath every offering. Pick a sector to see how it lands; pick one of these to see how it's built.
How we engage
Discovery has tiers and prices. Build and ongoing care vary too much to put a number on a page. Here's the shape of an engagement and the reference points for what work has actually cost.
Governance
A system you can defend to your board. Data residency, audit by design, multi-role HITL, governance generated from the same source as the system itself.
How we compare
Three things charity directors are reasonably comparing Loop to - a ChatGPT subscription, the AI features in their existing platform, and building it in-house. None of these is the wrong answer by default. Here's how we'd describe the trade-offs.
How we build
A deliberate hybrid. Probabilistic where unstructured language and judgement live; deterministic where defensibility lives. Loop is the orchestration layer between them, calling each existing system through its own API rather than building bespoke integration pipelines.
Worth a conversation?
If one of these is close to where the work lives in your charity, do get in touch. We start with a one-week shape-finding engagement to make sure we're solving the right thing. If you decide to go ahead, that fee comes off the build.