HM Inspector of Constabulary Zoe Billingham said the overall response to the financial challenge by police forces had been "good".
But she added: "We have found a considerable variation in the approaches taken by forces - and in some cases this leaves us with concerns about how some forces will manage in the face of further cuts.
"We also have some concerns that neighbourhood policing risks being eroded as forces change how they deliver local policing.
"We flag as a risk the potential that, as a result of these changes, there will be fewer visible police officers with a warrant card, with the power of arrest, out on our streets when they need to be.
"Neighbourhood policing is the cornerstone of the British policing model - not a 'nice to have'."
More top news
Theresa May will hold fresh talks with European Council president Donald Tusk during a summit in Brussels today.
Ireland is facing the prospect of a winter general election after rival parties called on the Tanaiste to quit.
An investigation has estimated there are tens of thousands of predatory accounts, with paedophiles evading protection mechanisms.