ABOUT · THINKINGDBX PVT. LTD.

You are about to run our software
inside your network

That is a large amount of trust to ask for, and the usual answer is a logo wall and a compliance badge. We do not have either yet. Here is the company instead: who runs it, what we wrote ourselves, and what we are still short on.

Why we exist

The tools got good, and then they got taken away

Every serious data platform of the last decade moved to SaaS, and the AI wave accelerated it. That is a fine trade for most companies. For a bank under supervisory rules, a defence contractor on a controlled network, or a hospital holding patient records, it is not a trade at all. Their answer to can we send this schema to a hosted model is no, so the whole category is simply closed to them.

ThinkingDBx exists for that group. We build agentic data engineering software that installs on hardware you own, validates its licence offline, and runs inference against a model server on your GPUs. Your firewall rules are the control, not our promises.

Committing to that has a consequence most vendors avoid: you cannot outsource the parts that touch the data. So we wrote them. A memory database for the agents, a compiled language where tables and streams are types, a terminal agent, and a 9B mixture-of-experts model pretrained from scratch. When a regulated deployment depends on a vendor, that depth is what you are actually buying.

Who runs it

The person you will be on the call with

We are early enough that the founder takes the deployment calls. That is a feature while it lasts.

MM
Mallesh Madapathi
Founder and CEO

Writes the platform, pretrained the 9B model, and runs the deployment calls. Most of the engineering posts on the blog are his, including the training write-up and the infrastructure decisions we took the hard way.

>_
The company
Hyderabad, India

ThinkingDBx Pvt. Ltd. was founded in 2025 and is recognised under the Government of India's Startup India programme by the DPIIT. We are self-funded and we run our own infrastructure, down to the Linux boxes this website is served from.

Registered entity
ThinkingDBx Pvt. Ltd., Hyderabad, Telangana, India
Founded
2025. Recognised by DPIIT under Startup India
What we sell
Bonacci Studio self-hosted licences, and Bonacci Foundry model engagements
How to reach a person
contact@thinkingdbx.com, or book a call. Both reach the founder
Straight answers

Where we are early, in writing

What we cannot show you yet

We do not publish a customer logo wall, because we are not going to invent one. The design partner programme is open for exactly this reason: early teams run Studio on real pipelines, meet us monthly, and keep lifetime free access.

We hold no SOC 2 or ISO 27001 attestation. The security page sets out what we do instead and what we will not claim. If certification is a hard gate in your process, we are the wrong vendor this year.

What we can show you is the software running air-gapped on a laptop with the network cable pulled, the configuration file with every endpoint in it, and the case studies on the blog where our own platform did the analysis on public data you can re-run yourself.

Talk to us

The call is with the person who wrote it

No qualification round, no forwarding to an account executive. Bring your network shape and your compliance boundary, and you will get a straight answer about whether this fits.