AI for AEC · Purpose-built

AI tools that actually work for your AEC firm.

Wukanda builds internal AI workflows for architecture, engineering, and environmental firms. Proposal assistance, knowledge search, report drafting, and estimating support, configured to your firm's data in 90 days.

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What makes Wukanda different

Built for how AEC firms actually work.

Most AI tools are built for tech companies. Wukanda is designed around the specific workflows of AEC practice, proposal cycles, project archives, field reporting, and cost estimation.

We configure tools on your firm's data, not generic templates, so outputs sound like your team and reflect your standards.

See the four workflows →

Workflow 01

Proposal Assistant

Pull your best past project narratives, match them to RFP requirements, and generate a structured draft in your firm's voice. First draft in minutes, not hours.

Workflow 02

Knowledge Search

Search your entire project archive, specs, reports, meeting notes, standards, with a natural language question. Get cited answers from your own files, not the internet.

Workflow 03

Report Drafter

Convert field notes, voice memos, and rough observations into formatted draft reports. Structured to your format standards and ready for PM review.

Workflow 04

Estimating Aid

Match new project scopes to your historical cost and labor data. Extract hour benchmarks from past similar projects and surface relevant subconsultant history.

Who it's for

AEC firms that want results, not experiments.

Wukanda is built for mid-size firms where every principal hour matters, and where there's no dedicated IT team to manage a complex software rollout.

Civil and structural engineering firms (15–200 staff)
Environmental and permitting consultancies
Architecture and interior design practices
Landscape architecture firms
Multi-discipline AEC consultancies
Specialty subconsultants in MEP, geotech, or surveying

How it works

90 days from kickoff to live tools.

Wukanda is a 90-day engagement, not a SaaS subscription you have to figure out yourself. We configure, test, and train your team on tools that fit your actual workflow.

Weeks 1–4: Discovery and configuration. We map your workflows, connect your document archive, and configure your first tool.

Weeks 5–8: Testing and refinement. Staff pilots with real work. We iterate based on feedback until outputs meet your standards.

Weeks 9–12: Full deployment and handoff. All tools live, team trained, documentation complete. You own everything we build.

Join the waitlist

Be among the first AEC firms with Wukanda inside.

We're onboarding a limited number of firms per quarter to ensure every engagement gets full attention. Join the waitlist to hold your spot and get a free scope call.