Coreframe Cloud VS DocuPipe

Coreframe Cloud's answer

Coreframe Cloud rents full Windows desktops on NVIDIA RTX 5080 GPUs, streamed to any laptop and billed by the minute. Built for architects, interior designers, visualisation studios and CFD engineers who need workstation-class hardware for the hours they actually use it. Hosted in Bengaluru, billed in INR with GST included.

DocuPipe's answer:

You decide the exact fields you want back, and every document returns in that same shape, whether it arrives as a scanned form, a photo, a PDF or a spreadsheet. We also publish DocuBench, an open benchmark of 72 documents with hand-verified labels and an open scorer, including the documents where other tools beat us.

Coreframe Cloud's answer

A whole dedicated RTX 5080, billed by the minute, priced in rupees with GST already included and a tax invoice you can claim input credit on — a combination we haven't found anywhere else in India. Most Indian GPU clouds sell headless Linux on datacentre cards to AI teams. Most cloud-workstation services that actually understand 3D work bill in dollars from outside India. Coreframe gives you a real Windows desktop with D5 Render, Blender, Twinmotion and Unreal Engine already installed, project files that persist between sessions, and billing that starts when the stream does and stops when you close it. Bring your own licence for Lumion, Enscape, Revit or 3ds Max — we provide the machine, never the licence

DocuPipe's answer:

You can test it on your own documents on the free plan before paying, without talking to sales. The dashboard needs no code, the same features are in the REST API, and per-page pricing is published. DocuPipe is SOC 2, ISO 27001 and HIPAA compliant, and on paid plans storage and processing stay in the region you pick: US, Europe, Canada or Australia.

Coreframe Cloud's answer

Coreframe Compute Labs was founded in Bengaluru in 2026 around a specific observation: the workstation an Indian design studio needs to render comfortably costs around ₹5,00,000 landed, gets bought once, and then sits idle most of the week. The cloud alternatives were either headless Linux boxes built for AI training, or foreign services billing in dollars with no Indian tax invoice. Neither suits someone who just wants to open Lumion and hit render. So we built the unglamorous version: a real Windows machine with a real GPU, hosted in Bengaluru, rented by the minute, with a GST invoice at the end of it.

DocuPipe's answer:

DocuPipe is built by Hoss Inc, a New York machine learning company founded in 2016 by Nitai Dean and Uri Merhav. After years of machine learning consulting, they launched DocuPipe in January 2024 as a self-serve product for turning documents into structured data.

Coreframe Cloud's answer

The workstations are Windows 11 machines, each with a dedicated RTX 5080 (16 GB), streamed to your laptop over an encrypted private network with latency low enough for real-time viewport work. D5 Render, Blender, Twinmotion and Unreal Engine ship on the standard image, and project files persist in storage in the same Bengaluru facility. CFD runs on dedicated compute machines, one per job, which are deleted when the job finishes. Payments go through Razorpay, with GST invoices for Indian customers.

Coreframe Cloud's answer

Architects, interior designers and architectural visualisation studios, along with freelance 3D visualisers and students who need workstation-class hardware without buying it. A second group is HVAC and mechanical engineers who need pressure-drop numbers for ducts, pipes and fittings, including a three-mesh Verified study for when the answer has to stand up. The common thread is bursty work: heavy rendering or simulation before a deadline and very little after, which is exactly the pattern that makes owning a ₹5,00,000 machine hard to justify.

DocuPipe's answer:

Teams that receive documents in many layouts and need the same fields out of all of them: operations teams handling invoices, forms, statements and records, and developers building document data into their own products.