AI for Municipalities

Public space and transport

Counting and flow measurement that inform service decisions without identifying anyone.

• Crowd counter

  Occupancy at events, squares and transport interchanges, for safety limits and capacity planning. Nobody is identified.

• People entrance / exit counting

  Footfall at libraries, leisure centres and civic buildings, measured continuously rather than sampled by hand.

• Queue length / dwell-time analytics

  Waiting times at service counters and licensing desks, which is the measurement that justifies staffing changes.

• General object detection and tracking

  Vehicle and cycle counts, illegal dumping, blocked accesses and obstructed pavements from existing camera footage.

• Live object detection / tracking

  The same detection on live feeds where an operator can act — a barrier breach, a vehicle in a pedestrian zone.

• Safety / PPE detection

  Compliance auditing on municipal works sites and depots, by area, shift and contractor.

Civic archives and records

Turning paper and scans into records that can be searched, cited and published.

• PDF/document to structured JSON

  The groundwork for every archive project: headings, tables, reading order and figures recovered as data.

• Handwriting recognition

  Registers, minute books and historical records that no printed-text reader can handle.

• Table extraction

  Budget schedules, planning registers and statistical returns recovered as rows and columns.

• Form extraction

  Completed applications and permits read field by field, including ticked boxes and handwritten entries.

• Semantic search

  Officers finding the relevant policy or precedent by meaning rather than by guessing the filed wording.

• Document question answering

  Direct answers from the archive with the page and passage cited, which is what makes an answer defensible.

• Multilingual translation

  Notices, forms and correspondence in the languages your residents actually use, processed in-house.

Correspondence and disclosure

Handling what residents send in, and what has to be released back out.

• Customer-support ticket routing

  Resident enquiries routed to the right department on arrival, with a priority, instead of being passed around.

• Text summarization

  Long submissions, consultation responses and objections reduced to the substance for a committee pack.

• Sentiment / intent analysis

  Distinguishing a complaint from a query from an escalation, so urgent cases are seen the day they arrive.

• PII detection and redaction

  Personal data found and masked before a dataset is shared, analysed or published.

• Document redaction

  Freedom-of-information and subject-access releases where removed content must be genuinely gone, not hidden behind a black box.

• Private chatbot / enterprise assistant

  An internal assistant over your own policies and procedures, answering staff questions without any material leaving the authority.

Authorities that have already commissioned a model — a local traffic classifier, a records model built with a university partner, a supplier’s system you now want to run yourselves — can run it on Super-GPU infrastructure rather than rebuilding it.

We help you select the right hardware, containerize and deploy the workload, build the processing pipeline and define the infrastructure required to scale it.

Your model. Your data. Your deployment choice.