Commercial space fit-out brief builder

For tenant-representation and workplace design firms, turn client-stated workflows and professional brief templates into client-approved fit-out requirements brief. Address this specific problem: prospective tenants cannot translate operating needs into fit-out requirements. The aim: a reviewable business-needs brief before technical design. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies client-stated workflows and professional brief templates, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final client-approved fit-out requirements brief before use. Retain source links and a version history for the next cycle.

How the AI works

Organize needs without inventing required dimensions. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Verify property facts and scope assumptions. Clearly label visual alterations. Professional reviewers retain responsibility for contracts, engineering and legal interpretations. Requirements intake; no code compliance or engineering design. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: Requirements intake; no code compliance or engineering design. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: structure operating activities; capture declared occupancy. Support the third task through an assisted review queue: list equipment needs. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of client-approved fit-out requirements brief. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Property records, construction documents, project photos and supplier quotes. Case management, customer records, document storage and notification systems. Begin with an exportable review pack before automating destination writes. Begin with uploads and exports of client-stated workflows and professional brief templates. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Give submitters a mobile-friendly step-by-step form with document uploads and a visible completeness checklist. Staff see a queue with missing items and extracted fields. Place the original document beside each uncertain value. Show submitted, clarification required and ready-for-review states. Open with business needs; move into space requirements for the detailed task; finish in advisor questions for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.