Engineering intelligence · v1.0

The engineering analysis workspace — not a chatbot.

Upload FEA, CFD, CAD, lab reports, PDFs and CSVs. Receive structured engineering analysis — observations, insights, risks, recommendations and viva prep — in under a minute.

Start a New Analysis See Example Analysis

<60s: median analysis
6: report sections
6+: file formats

FEACFDCADPDFCSVLab Reports

Your engineering files remain private and are never shared without your permission.

FEA · CFD · CAD · PDF · CSV · DOCX

Private by default

Structured engineering outputs

AI-assisted, human-reviewed

01 · Inputs

Built for the files engineers actually work with.

Drop in simulation contours, CAD screenshots, measurement logs or full reports. SimSense reads the file contents — not just the filename — and returns a structured engineering response.

FEA stress contour

PNG / JPG

CFD velocity field

PNG / JPG

CAD screenshot

PNG / JPG

Engineering report

PDF

Measurement / log data

CSV

Lab report

DOCX

Drag & drop multiple files per project

Batch uploads · up to 25 MB each · encrypted & scoped to your account.

Create account & upload

How it works

A repeatable engineering workflow — every time.

Upload

Drop FEA, CFD, CAD, PDFs, CSVs or lab reports. Multiple files per project.

Analyze

Structured output: summary, findings, insights, risks, recommendations, conclusion.

Report

Generate a full lab report — abstract through viva questions — and export to PDF.

Revisit

Every project saved to your dashboard. Search, rename, reopen, compare revisions.

02 · Capabilities

Everything an engineering workflow actually needs.

Core engineering analysis

Executive summary, key findings, engineering interpretation, risks, recommendations and conclusion — structured the same way every time.

Lab report generator

Abstract, theory, methodology, observations, results, discussion, conclusion — plus viva questions. Export to PDF.

Grounded project chat

Ask follow-ups against your uploaded files. 'Explain this stress plot.' 'Why is stress concentrated here?' 'Prepare me for viva.'

Revision comparison

Upload Version A and Version B. Get side-by-side summaries, improvements, regressions and a structured comparison report.

Engineering dashboard

Every project, every file, every report — searchable, renameable, reopenable. Built like a real engineering workspace.

Honest by design

Never fabricates numerical values. States assumptions and confidence. Never certifies safety or claims engineering approval.

Why SimSense AI

A purpose-built engineering platform — not a generic chatbot.

Generic AI assistants weren't designed for engineering files, structured reports, or the level of rigor your coursework and design reviews require.

Capability

SimSense AI

Generic AI chatbot

Reads FEA / CFD / CAD images for what's in them

Yes

Structured output (summary · findings · risks · recs)

Yes

Free-form prose

Calls out assumptions & confidence level

Yes

Refuses to invent numerical values

Yes

Often hallucinates

Persistent engineering projects & file history

Yes

Lab report + viva Q&A generator

Yes

Revision A vs B comparison

Yes

PDF / DOCX / CSV ingestion grounded in file content

Yes

Partial

Private project workspace, scoped to your account

Yes

Shared training data

03 · Example output

An engineering dashboard, not a chat transcript.

project · cantilever-beam-fea · v2 analyzed

Domain · Structural / FEAInputs · 2 files (1 PNG, 1 CSV)Time · 42s

Confidence · High

Executive Summary

Cantilever beam under 500 N tip load. Maximum von Mises stress observed at the fixed support, consistent with classical bending theory. Results are suitable for downstream comparison with a filleted variant.

Engineering Insights

Stress concentration at the wall-beam interface indicates a fillet radius would meaningfully reduce peak stress. Mid-span deflection is within the expected linear-elastic regime for the assumed material.

Key Findings

Peak stress location: fixed support (top fiber)
Deflection trend: linear with load — no yielding observed
Mesh quality: acceptable; refine near support region

Warnings

Sharp re-entrant corner at fixed support — singularity risk
Material yield strength assumed, not provided in upload

Recommendations

Add a 3–5 mm fillet at the fixed support, refine local mesh, and re-run with a yield criterion to verify margin of safety.

Generated artifacts

Analysis

Lab report

Viva Q&A

Comparison

Viva questions · preview

Q1Why does peak stress occur at the fixed end?
Q2How would a fillet radius affect stress concentration?
Q3What assumptions underpin linear-elastic behavior here?

Run this on your own files

Illustrative output. SimSense AI never fabricates numerical values — it explains, structures and qualifies what your data actually contains.

Designed for

Engineers across the discipline.

Mechanical Engineers

Structural FEA, thermal studies, design reviews and stress interpretation in one workspace.

Aerospace Engineers

CFD pressure and velocity fields, composite layups, and high-cycle fatigue context.

Civil Engineers

Structural plots, load case reports and material assumptions structured for documentation.

Formula Student Teams

Iterate on chassis, aero and suspension simulations with revision-vs-revision comparisons.

University Students

Generate lab reports and viva-ready Q&A from your simulations and experimental data.

Research Laboratories

Process experimental data and CFD/FEA postprocessing into structured, shareable summaries.

Create your workspace

04 · Pricing

Built for students. Trusted by professionals.

Free

$0for getting started

3 analyses per month
Core engineering analysis
Single-file uploads
Project history

Start free

Student

$9/month

Unlimited analyses
Lab report generator
PDF exports
Project chat & viva prep
Email support

Choose Student

Professional

$29/month

Everything in Student
Design Review Mode
Revision comparison
Priority processing
Shareable read-only reports

Choose Professional

Subscriptions billed via Stripe. Cancel anytime.

05 · Questions

Things engineers usually ask first.

How is SimSense AI different from a generic AI chatbot?+

SimSense gives you a structured, repeatable engineering workflow — projects, files, reports and viva prep — not an open-ended conversation. Every analysis returns the same labelled sections, grounded in your uploaded files.

Will it invent numerical values from my plots?+

No. SimSense is explicitly designed never to fabricate numbers. When values aren't visible or are uncertain, it states assumptions and confidence rather than guessing.

Is my data private?+

Your engineering files remain private and are never shared without your permission. Files are stored against your account only and you can delete a project — and its files — at any time.

Does the lab report meet university expectations?+

Reports follow the standard structure used in most engineering programs: abstract, theory, methodology, results, discussion, conclusion, plus viva Q&A. Always review and edit for your specific course rubric — SimSense supports an AI-assisted, human-reviewed workflow.

Can I use it for CAD design reviews?+

Yes — on the Professional plan. Upload CAD screenshots or drawings and SimSense returns geometry observations, manufacturability notes, stress-concentration discussion and suggested improvements. It never certifies safety.

From simulation to insight — in under a minute.

Create your free workspace, upload your first FEA, CFD or lab file, and see the structured engineering analysis SimSense produces.

Create account & start See Example Analysis

AI-assisted, human-reviewed workflows encouraged.