The Autonomous AEC Co-Pilot

Empowering the architect. Automating the rest.

Eliminating grunt work, protecting margins, and empowering the architect. From site coordinates to L4 working drawings.

Go to app Explore the 12 agents
  1. Site coordinates
  2. Feasibility
  3. Presentation
  4. Production
  5. L4 drawings

The industry bottleneck

The unbillable grind

Up to 60% of a principal architect's time is wasted on non-creative friction: navigating complex municipal byelaws, manual cost estimations, and drafting.

Geographic lock-in

Expanding a practice across borders requires months of unbillable hours to learn local regulations and source regional material networks.

The SaaS trap

Legacy AEC software forces studios into rigid, expensive monthly subscriptions that penalize independent practices regardless of active project volume.

The AEC co-pilot

Empowerment, not replacement

Arch-Assist handles the administrative and drafting heavy lifting, leaving the professional in total control of the high-value spatial design. The AI assists; the architect authors.

Human-in-the-loop

Strategic evaluation gates require the architect to sign off before data moves to the next agent. Total legal liability and creative control remain firmly with the principal.

Real-time compliance

An intelligent background agent continuously monitors the design, instantly flagging setback or regulatory violations the moment a wall is shifted, preventing municipal rejection.

Live MVP

Material Investigator

Photograph a space. Investigate its finishes. Find material options, indicative rates and nearby suppliers.

  • Numbered surface regions with up to three candidate material families
  • Evidence status on every specification field — never invented brands, rates or stock
  • Dated rate cards and nearby supplier links for the project location
  • Editable spec sheet with PDF / CSV export
Go to app

Companion tool available now as an MVP; pilot cities Guwahati and Kolkata.

The 12-agent ecosystem

A focused chain: feasibility first, visualisation next, production drawings last.

Module 1

Starter Pack

Feasibility + risk control

Agents 1–4 ingest site coordinates to generate massing, FAR limits, localized BUA costing, spatial bubble translation, and continuous compliance auditing.

01Initial version

Site + Regulatory Intake

Pin location, site boundary, local byelaw / zoning retrieval.

  • Pin location
  • Site boundary
  • Local byelaw / zoning retrieval
Open in app →
02Initial version

BUA + Cost Engine

Massing → built-up area, localized rates, early client budget.

  • Massing → built-up area
  • Localized rates
  • Early client budget
Open in app →
03Initial version

Spatial Planner

Architect bubbles + adjacency logic → editable baseline plan.

  • Architect bubbles
  • Adjacency logic
  • Editable baseline plan
Open in app →
04Initial version

Compliance Auditor

Live rule-checking with severity-graded mitigation report.

  • Live rule-checking
  • Severity-graded findings
  • Mitigation report
Open in app →
Architect sign-off
Module 2

Presentation Pack

Client buy-in outputs

Agents 5–8 generate stylized CAD plans, execute procedural SketchUp base modeling, render depth-aware visualizations, and compile client-ready pitch booklets.

05Initial version

Styled CAD Plans

Line weights, hatches, blocks and presentation-ready vector plans.

  • Line weights
  • Hatches + blocks
  • Presentation-ready vector plans
Open in app →
06Initial version

SketchUp Base Model

Procedural walls, openings, slabs and clean solid validation.

  • Procedural walls
  • Openings + slabs
  • Clean solid validation
Open in app →
07Initial version

Visual Extraction

After human design: renders, sections, elevations and plans.

  • Renders
  • Sections + elevations
  • Plans
Open in app →
08Initial version

Pitch Book Compiler

Auto-compiles feasibility, drawings, renders and cost summary.

  • Feasibility
  • Drawings + renders
  • Cost summary
Open in app →
Architect sign-off
Module 3

Production Pack

Working drawing automation

Agents 9–12 operate in parallel to generate complete L1 to L4 GFC sets, covering grids, fenestration schedules, finishes, and MEP coordination.

09Initial version

Dimensions + Grids

Centre lines, grids, dimensioning and drawing coordination.

  • Centre lines
  • Grids + dimensioning
  • Drawing coordination
Open in app →
10Initial version

Schedules

Doors, windows, fenestration and opening extraction.

  • Doors + windows
  • Fenestration
  • Opening extraction
Open in app →
11Initial version

Details + Finishes

Finish layouts, wall sections and architectural details.

  • Finish layouts
  • Wall sections
  • Architectural details
Open in app →
12Initial version

Services Coordination

Preliminary MEP routing and clash / coordination checks.

  • Preliminary MEP routing
  • Clash checks
  • Coordination checks
Open in app →

Principle: AI executes deterministic production work; the architect retains creative authorship, judgment, liability and final sign-off.

How data moves

From project to issue — through architect gates

Each agent writes a versioned, hashed output packet. Only signed-off packets move on. Tap any agent to open its initial version.

Approved packet flowOptional / advisory inputArchitect sign-off gate
Module V · OptionalInitial version

Vaastu Advisor

Starter Pack extension: a configurable, human-supervised advisory module for culturally aligned planning. Advisory only — not statutory approval.

  • Orientation + zoning
  • Room placement
  • Services + circulation
  • Vaastu Alignment Score
  • Annotated plan overlay
  • Severity-graded findings

Every recommendation can be accepted, rejected or overridden. The module informs design decisions but never overrides professional control.

Open in app →

Human-in-the-loop control

Every agent produces a reviewable output package. Nothing passes forward without architect approval.

  1. AI agent runsAutomates bounded task using structured inputs
  2. Output packetPlans / massing / cost / model / report
  3. Architect gateReview, edit, override or approve
  4. Signed-off inputApproved data becomes the next agent brief
  5. Next agentChain continues only after sign-off
Gate 1

Massing / FAR / setback validation before costing.

Gate 2

Cost assumptions and material-grade edits before client budget.

Gate 3

Spatial planning corrections before model generation.

Gate 4+

Design, drawings, details and services reviewed before issue.

The utility business model

Consumption-based pricing

Eliminating subscription fatigue: a one-time perpetual software license that includes a baseline token allocation for initial workflow operations.

The “electricity” tiered structure

Token refills are purchased in tiered slabs. As studios scale their usage to run agents on every project, the cost-per-token decreases.

Modules sold independently

Each agent and pack can be adopted on its own — no need to wait for the full 12-agent suite.

Deterministic procedural workflows

Instead of un-editable pixel output, strict procedural workflows — CAD layer mapping and SketchUp Ruby API scripting — produce editable vector and solid geometry.

The team

The designer

Samarjit Sharma

Chief Executive Officer & Principal Architect. 16 years of architectural experience running an independent practice; deep domain expertise in spatial planning, municipal workflows, and firm operations.

The builder

Sushmit Sarmah

Chief Technology Officer. Full-stack and blockchain developer (Rust, Golang, Node.js, Python); built the Toradle codebase, full integration, and website development.

Join the next era of AEC

Empowering the architect. Automating the rest.

Go to appcontact@toradle.com