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Architecture firms

Practical AI and automation for architecture firms that want more design time and fewer admin hours

Most architecture firms do not have a technology problem in the studio. Revit, Rhino and Bluebeam work. The trouble sits around the design work: fee proposals rebuilt from old Word files, invoices that wait on a principal's markup, consultant coordination held together by email, and a project management system that only the office manager fully trusts.

Workflows that usually pay back first
01
Proposal and quote automationTurn a sales call into a reviewed proposal the same day
02
Project handoffs and status updatesKeep clients and teams informed without manual status emails
03
Internal knowledge assistantLet your team find answers in your own documents
04
Document intake and data extractionStop retyping information from PDFs, forms and emails
05
Invoicing and collections follow-upGet paid faster with consistent, polite follow-up

InTheory acts as your fractional AI and technology lead. We pick one expensive recurring workflow, such as fee proposals or monthly billing, measure how it runs today and lead a scoped improvement with tools you already own where possible. Your principals keep approving fees, scope and anything that carries a stamp. We handle the choosing, building and getting your team to actually use it.

What gets in the way

Fee proposals eat principal time

Every RFQ or direct request means a principal or senior PM rebuilding scope, phase fees and staffing from the last similar job. Hours spent assembling SF330 sections or AIA-based proposals are unbillable, and turnaround slips when the person who knows the numbers is in client meetings or on site for construction administration.

Project data lives in too many places

Hours sit in Deltek Ajera or BQE CORE, drawings in Revit and a shared server, markups in Bluebeam, decisions in Outlook and meeting minutes in a Word folder. When a client asks why additional services were billed, someone spends an afternoon reconstructing the history from four systems and two people's memories.

Billing waits on review cycles

Monthly invoices depend on PMs confirming percent complete by phase, then a principal reviewing every draft. If the PM is buried in construction documents, invoices go out late, work in progress grows and receivables stretch. The firm is doing the work but carrying the cost of it for weeks longer than needed.

Staff are already using AI without rules

Designers try image generators for concept boards and project architects paste spec sections into ChatGPT. Nobody has decided what client information can go where, who owns AI-assisted imagery, or how that fits your professional liability coverage. Banning it rarely works, so firms need clear, written rules people will follow.

Where to start

8 workflows worth a look in architecture firms.

We fix one at a time, starting with the one that costs you most. Each page shows the steps, the tools, what stays human and what we would measure.

Proposal and quote automation

Build fee proposals from a structured scope, phase breakdown and past project data, so a principal reviews a solid draft instead of starting from last year's Word file at nine at night.

See the workflow

Project handoffs and status updates

Send owners and consultants regular, accurate updates on design phase, open decisions and upcoming deadlines without a PM writing each email from scratch every Friday afternoon.

See the workflow

Internal knowledge assistant

Let staff search your own standards, details, spec sections and lessons learned in plain language, with answers linked to the source document so people can check them before relying on them.

See the workflow

Document intake and data extraction

Pull key information out of RFPs, consultant proposals, code review comments and submittals into a structured log, so nobody retypes the same details into three different systems.

See the workflow

Invoicing and collections follow-up

Prepare monthly invoices from hours and percent complete by phase, route them for quick PM and principal approval, then follow up on overdue balances politely and on a consistent schedule.

See the workflow

Systems integration

Connect your project accounting, CRM, file storage and Microsoft 365 so a new project is set up once and its numbers, folders and contacts stay consistent everywhere.

See the workflow

KPI and pipeline dashboards

See utilization, backlog, fee burn by phase and aging receivables in one weekly view, instead of a principal exporting reports from Ajera or CORE into Excel every Monday.

See the workflow

AI usage policy and governance

Write practical rules for which AI tools staff can use for renderings, specs and client communication, covering confidentiality, image rights and how AI output gets checked before it leaves the studio.

See the workflow

How we deliver this: AI automation for small business or fractional CTO leadership, scoped in writing and run over 90 days. See pricing or the sample scope.

Software we often see

We start with what you already pay for. New tools have to earn their place.

Autodesk RevitAutoCADBluebeam RevuDeltek AjeraDeltek VantagepointBQE COREMonographNewformaMicrosoft 365QuickBooks Online

Data and compliance

Architecture firms hold client floor plans, security layouts for some building types, and owner financial details. Contracts such as AIA B101 often include confidentiality and ownership-of-instruments-of-service terms, so AI tools must not train on or retain project files without permission. Some public and federal clients add their own data handling rules. We would also check AI-assisted work against your professional liability policy and keep licensed architects responsible for anything sealed. This is practical guidance, not legal advice.

General information, not legal advice.

The business case

Run the break-even for a typical architecture firm.

Defaults are illustrative for architecture firms (new projects won per month). Change them to your numbers.

What this workflow costs today

a month in staff time, before any lost sales

Monthly fee + assumed tools +
Break-even: new clients a month (at first-year value)
Or: staff hours recovered and redeployed
Break-even additional revenue
Value of +1 point of win rate
First 90 days, service fee

Illustration only, not a forecast or guarantee. Recovered staff time becomes a cash saving only if spending actually declines or the time goes into paid work. Tool costs are an assumption; we replace every number here with yours before recommending a scope.

Questions from architecture firms

Can AI produce design work or construction documents for us?

We would not start there. Design judgment, code interpretation and sealed documents belong to your licensed staff. The better early returns usually come from the work around design: proposals, billing, meeting minutes, submittal logs and finding past details. Those tasks are repetitive, measurable and lower risk, and they free senior people to spend more hours on billable design.

We use Deltek Ajera. Do we need to switch platforms?

Usually not. Ajera, Vantagepoint and BQE CORE all hold the data most improvements need: hours, phases, fees and invoices. A typical first step is to clean up how projects and phases are set up, then connect or report on what is already there. Switching project accounting systems is expensive and disruptive, so we would only suggest it with a clear reason.

How does this work for a firm of 12 people versus 80?

A 12-person studio often has the principal doing proposals, billing and IT, so the first win is usually freeing their evenings. An 80-person firm has more process but more handoffs between marketing, PMs and accounting. The 90-day structure is the same: diagnose one workflow, deliver a scoped improvement, then measure whether people use it.

Will our client drawings be sent to public AI tools?

Not without your decision. Part of the work is choosing tools with business data terms, setting what information each tool can see and writing it down for staff. Many useful improvements, such as billing reminders or project setup, never need drawing files at all. Where a tool does read documents, we would keep it inside your Microsoft 365 or approved environment.

What does an engagement cost?

We offer three monthly plans for the first 90 days: Advisory at $2,500, Lead + delivery at $5,000 and Embedded at $7,000, each with a written scope agreed before kickoff. Software licenses and any large custom build are priced on top. Most architecture firms would start with Lead + delivery at $5,000 per month to improve one workflow end to end, such as fee proposals or monthly invoicing.

Next step

Find the workflow costing your architecture firm the most.

In 30 minutes we look at one recurring workflow, what it costs you today and whether there is a credible case to improve it. If there is not, we will say so.

Book a 30-minute workflow review Not ready to talk? Take the 3-minute check

30 minutes with Phil or Martin. No technical brief, no pitch deck. Phil or Martin replies personally, usually within one business day.

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