Atelvyn AI · Architectural & Interior Design

From brief to handover,
coordinated the whole way.

Atelvyn AI runs your architectural and interior design studio on one connected record — proposals, space programming, design coordination, documentation QA, permit compliance, tendering and construction administration, all traced to the brief they answer to.

Unified Project Dashboard

One central dashboard to keep every project under control.

Real-time operational command across your studio’s active project portfolio. Unifies milestone delivery trajectories, cross-discipline risk heatmaps, fee burn telemetry, and permit compliance readiness into predictive intelligence. Flags schedule drift and coordination bottlenecks before they impact project profitability.

Atelvyn AI — live project portfolio dashboard

Proven Business Impact & ROI

Enterprise SaaS Benchmark
End-to-End Workflow

Connecting Every Stage of Design & Delivery.

An integrated intelligence engine coordinating every phase of architectural delivery on a single source of truth. Connects brief parsing, space programming, design simulation, drawing QA, code compliance, tendering, and field administration. Eliminates cross-discipline data silos and empowers design teams to deliver complex projects with total certainty.

How it works

Brief in, coordinated set out — in three moves.

Traditional SaaS vs Atelvyn AI

Don’t settle for the AI your software chose.

Use a platform designed to harness the best intelligence available for the work in front of you. Atelvyn AI puts an AI orchestration layer between your studio workflows and the frontier AI stack, routing every step to the model best built to solve it.

Traditional SaaS
CRM / ERP→Built-in AI→Limits
Built-in
AI

One model, fixed limits, and no step you can point somewhere else. You work strictly within whatever AI the software vendor bundled.

You work within its limits.

Atelvyn AI · AI Orchestration LayerWorkflow → AI Orchestration → Claude / OpenAI / Gemini / Specialist Models → Best Result
  1. 01

    Read drawings, specs and permit documents

    Layout-aware OCR parses multi-sheet drawing sets, title blocks, stamp fields and specification sections that a general model flattens

    MistralMistral API
  2. 02

    Classify every inbound document type

    A fine-tuned classifier separates RFIs, submittals, ASIs, schedules, and compliance certificates — at high speed and low cost

    Hugging FaceInference Providers API
  3. 03

    Read the full specification in one pass

    Long context holds the complete project manual, so a clause in Division 01 still binds a submittal requirement in Division 23

    GeminiGemini API
  4. 04

    Extract line items, parties, dates and fees

    Strict schema enforcement produces structured, audit-ready data that flows straight into your ERP or accounting stack

    OpenAIOpenAI Responses API
  5. 05

    Draft coordination notes against drawings and specs

    Holds structure across thousands of drawing sheets and cites the exact source reference for every QA flag it raises

    ClaudeAnthropic Messages API
  6. 06

    Score every field, hold what is weak

    Deep confidence scoring makes every review flag trustworthy before it syncs into your compliance or documentation record

    DeepSeekDeepSeek API

Note: Model names and marks are the property of their owners and appear here to say which APIs a workflow step can be routed to. No endorsement or partnership is implied. Families are named without version numbers because the frontier re-ranks faster than a page can be edited.

Connectivity

Your whole stack, connected.

Procore, Autodesk, Sage, QuickBooks — and the rest of what your jobsite already runs on. 24 integrations across bid-to-handover, every one of them reading the tool’s own public API.

  • Procore
  • Autodesk ACC
  • Plangrid
  • Trimble
  • DocuSign
  • Slack
  • Microsoft 365
  • Gmail
  • Drive
  • Dropbox
  • Box
  • Zapier
  • Sage 300
  • QuickBooks
  • Xero
  • AWS S3
  • Twilio
  • HubSpot
  • Asana
  • Trello
  • Notion
  • Sheets
  • Airtable
  • Egnyte

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.

Compliance

Held to the codes your drawings answer to.

Atelvyn AI is designed around the model building codes that architectural and interior design projects are reviewed against — here is what it supports out of the box.

  • IBC

    International Building Code (ICC)

    Model code governing building design, occupancy, egress and permitting — Atelvyn AI flags IBC issues from your Design set and tracks them through the Compliance and Documentation modules.

Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

Atelvyn AI ships

A construction agent, in production, managing real project workflows.

Which is the easy half. It runs every day against invoices nobody reconciled, drawings nobody versioned, and schedules nobody updated — on a model that shifts under it, for a contractor that finds out something drifted when a pay app comes back wrong.

  • Bid evaluation & document extraction agents
  • Field reporting & compliance agents

Both catalogued in playbook 3.12

Sister platform — Nestack Agent Care3.12 · 25 playbooks

Your Architectural & Interior Design AI agents, run like production systems.

Telemetry, evaluations, guardrails, human review, and a crew on call when one of them starts drifting at 3am.

42
Failure modes catalogued
18
Rated SEV-1
2,100+
Baseline eval cases
24/7
Agent monitoring
Open the Construction playbook ↗

Architectural & Interior Design agents are catalogued under Architecture & Design — playbook 3.12.

Add-ons

Add the hardware your workflow needs.

Compatible field devices that connect directly into Atelvyn AI’s modules — from site capture to compliance verification. Each integration is validated end-to-end: sensor to module to output.

Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.

Pricing

One plan. Every phase, every drawing set.

Simple, flat pricing for the whole platform — no per-seat maths, no tiers to decode. Talk to us and we’ll tailor it to how your studio delivers projects.

Starting at
$200/mo

Full access to every module — Proposals, Programming, Design, Documentation, Compliance, Tendering and Administration.

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
Know more
Onboarding

What your onboarding fee covers

A one-time setup that gets your studio live before the first monthly cycle — we import your active projects, past RFPs, briefs and technical drawings, wire Atelvyn AI to the inboxes and drives your submissions already arrive through, and tune every proposal, programming, design, documentation and compliance module to how your practice runs a project from brief to handover. Each fee below is a starting point: we scope the final onboarding once we understand your environment, security needs, integrations, data volume, compliance requirements and how you want the platform deployed.

Deployment
same subscription, either way

Atelvyn AI handles the sensitive material a studio wins work on — client briefs, RFPs, drawing sets and the coordination and permit predictions built on them. Run it whichever way your data policy requires.

Cloud (SaaS)

Runs in Nestack's managed cloud — nothing to provision, fastest way to get your studio live. We handle hosting, updates and scaling so your team just logs in and works on the current project.

Private / self-hosted

The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — for data-sensitive studios and public-sector clients. Your briefs, drawings and coordination predictions never leave your environment, and the monthly subscription stays exactly the same.

Subscription FAQ

Clear answers before you subscribe.

Everything your studio needs to know about flat pricing, data privacy, onboarding timelines, and how Atelvyn AI pays for itself on your first project.

Pricing is a simple, predictable flat studio subscription with zero per-seat penalties. Your plan covers full, unmetered access to every module — Proposals, Programming, Design, Documentation, Compliance, Tendering, and Administration. Principals, project architects, interior designers, and field coordinators can collaborate simultaneously without counting seats or triggering unexpected billing tiers.