TQNNLABS
Cloud-hosted multimodal inference for developers, researchers, and teams working with EEG, finance, chemistry, text, tabular, image, and custom structured data — all through one API and one Python SDK.
Inference through a hosted runtime.
Send structured data to the TQNN AnyEngine runtime and receive inference output through a clean API response. The heavy lifting runs in the cloud, so your application does not need local GPUs, quantum hardware, or a custom research environment.
Send Data
EEG windows, market indicators, molecules, text, tables, images, or custom signals.
TQNN Processes
The hosted TQNN engine processes the request using its proprietary multimodal inference runtime.
Get Results
Receive probabilities, thresholds, metadata, and mode-specific response fields in JSON.
One API. Multiple signal domains.
Multi-Domain Intelligence
EEG, finance, chemistry, text, images, tabular data, and custom signals.
High Performance
Hosted runtime access designed for consistent integration across prototypes, experiments, and early production pilots.
Secure & Private
API-key gated access without shipping the sealed runtime internals.
Global Infrastructure
Managed cloud runtime with public SDK access and operational health checks.
Scalable
Start small, test fast, and scale toward commercial pilot workloads.
Developer Friendly
Clean REST API, simple JSON, and Python SDK access through pip install tqnn.
From complex data to useful inference — without rebuilding the stack.
TQNN is designed for developers, researchers, and teams who need to experiment across multiple structured data domains through one hosted API.
Brain signal analysis
Explore EEG feature and signal workflows without building an entire neuroscience pipeline before your first experiment.
Market signal inference
Run indicators, time-series features, and structured market inputs through a consistent inference interface.
Molecular pattern exploration
Test chemistry descriptors and structured molecular inputs through the AnyEngine runtime.
Structured data experiments
Send rows, feature vectors, CSV-like inputs, and custom numeric data to one hosted engine.
Text feature analysis
Process text-derived features through the same interface used for numeric, signal, and structured data.
Image feature inference
Experiment with image-derived feature inputs without managing specialized local hardware.
Get an API key.
Enter your email, choose a plan, and continue to secure Stripe Checkout. After successful payment, your API key is generated and emailed automatically.
Starter
- AnyEngine API access
- Managed runtime
- SDK usage
- 10,000 calls included
Builder
- Higher monthly volume
- Multi-mode testing
- Prototype integrations
- Best fit for small teams
Scale
- Commercial pilot volume
- Large batch workloads
- Production evaluation
- Runtime-only access
TQNN provides developer infrastructure and experimental inference outputs. It is not medical, financial, investment, or diagnostic advice.
Python SDK quick start.
Enterprise runtime licensing.
For enterprises, research groups, data teams, and strategic partners requiring custom throughput, isolated execution, private integrations, or commercial licensing support.
No substrate transfer
Enterprise access can be structured around hosted or isolated runtime use without transferring proprietary core implementation assets.
Cloud or isolated runtime
Managed API access, API-key controls, custom throughput, and commercial agreements for serious pilot workloads.