Custom AI agent · Finance
AI Invoice Data Extraction Agent for Architecture Firms
Keep consultant and project bills connected to the design work they support.
Organize consultant and project expenses by client, phase and discipline, with source links and review flags for missing codes or fee variances.
- Capture configured consultant, client, project, phase, discipline, invoice-period and fee fields from supported documents.
- Link printing, software and consultant charges to approved project references and their original source records.
- Flag missing project codes, unclear reimbursable status, fee variances and duplicate bills for staff review.
Starting at $300 USD/month
Custom implementation starts at $300 USD per month. Final pricing depends on invoice volume, project and consultant mix, systems, integrations and support requirements.
What is an AI invoice data extraction agent for architecture firms?
Architecture practices receive bills from structural, civil and MEP consultants, surveyors, rendering studios, reprographics providers, software vendors and other project services. Invoices may relate to a specific client, project phase, discipline, fee milestone or reimbursable expense, and some consultant statements include hours, rates or supporting schedules. This AI invoice data extraction agent captures the fields your finance team defines, preserves links to source documents and can compare selected references with approved project, purchase-order or consultant records. It flags missing project codes, unclear client allocation and differences from supplied fee references for staff review. The firm retains control of contract interpretation, client billing, accounting treatment and payment authorization.
Project and consultant invoice intake
Project and phase coding
Extract configured client, project number, design phase, discipline, task code, invoice period and billing milestone when shown in supported bills.
Consultant fee detail
Capture consultant, subconsultant, hours, rate, fee, reimbursable line items and supporting schedule references as presented in source documents.
Project expense source links
Keep consultant, survey, reprographics, software and project-service charges tied to their original invoice for review.
Fee and code exception flags
Compare selected invoice fields with approved project or fee references and flag missing codes, unexplained differences or possible duplicates.
Where it can help
Structural, civil and MEP consultant bills
Route engineering invoices by project, discipline, billing period and supporting consultant reference.
Surveying and site-study invoices
Capture project codes, site references, service dates and fieldwork fees shown in survey and geotechnical bills.
Reprographics and specification costs
Organize plan printing, specification production, model-making and presentation expenses by project phase.
Design software and project services
Structure recurring software or visualization-service invoices for firm-defined project or overhead review.
How it works
A step-by-step workflow your team can review before launch.
Define project and phase references
Set the approved project IDs, phases, disciplines, task codes, client references and consultant list used for routing.
Choose consultant and expense fields
Select the fee, period, hours, reimbursable and document fields your accounting process needs.
Test milestone and multi-project bills
Review sample invoices with shared consultants, multiple projects, milestone fees, credits and expense backup.
Route uncertain charges for review
Send clearly coded records to the agreed finance workflow and hold missing references or fee differences for staff approval.
Built around your business
What we configure
- Field schema for consultant, client, project, phase, discipline, task code, period, fee milestone, hours, rate, reimbursable amount and tax.
- Mappings to selected project accounting, ERP, practice management or document management systems, subject to access and integration scope.
- Firm-defined comparisons with project budgets, approved consultant schedules, purchase orders or fee references.
- Review routes for shared consultant bills, phase or client allocation, missing supporting schedules, fee changes and duplicate candidates.
What we need from you
- Representative consultant, survey, reprographics, software and project-service invoices with any supporting schedules.
- Approved project, phase, discipline and consultant records plus the firm's target finance schema.
- A finance or project-controls owner to define reimbursable rules, exception review and payment approvals.
Clear boundaries before launch
What it will not do
The agent extracts information from invoices and applies reference checks defined by the firm. It does not determine whether consultant fees are contractually owed, validate design work, approve deliverables, decide client pass-through or reimbursable treatment without firm rules, calculate project profitability, interpret professional-service agreements, make accounting judgments or authorize payments. Comparisons surface possible differences but do not prove that an invoice is incorrect. Shared-project bills, missing backup, phase disputes and unclear scope are held for authorized firm staff to review.
How success is measured
Assess field-level accuracy by consultant and invoice type, correct routing to project and phase references, completeness of fee and period records, exceptions requiring staff intervention, duplicate candidates confirmed by reviewers and time from receipt to finance approval. Results depend on invoice detail and the completeness of project, discipline and fee reference data.
Frequently asked questions
Can it code consultant invoices to a project phase?
It can use phase and project identifiers present in documents or approved reference records. Missing or ambiguous assignments are routed to staff.
Can it capture consultant hours and rates?
It can extract hours, rates and fee schedules when those details appear in supported invoices or backup documents.
Does it decide whether a consultant fee is contractually valid?
No. It can surface differences against references your firm provides, but authorized staff interpret agreements and approve fees.
Can it separate reimbursable costs from design fees?
It can capture those fields or apply firm-defined rules and flag unclear items. Your team determines client billing and reimbursable treatment.
Can it handle invoices covering multiple projects?
The workflow can capture project references and hold shared or ambiguous allocations for a reviewer to resolve.
What is the starting price?
Custom implementation starts at $300 USD per month. Project volume, integrations, scope and support are defined in the proposal.
Which project accounting or practice systems can connect?
Potential integrations are scoped after reviewing your project accounting, ERP and practice-management systems and available access.
