Intelligence is credible
only when it is measurable.
We design neural architectures, training systems, and physical AI that perform under real-world constraints. From model innovation to AE Guardian hardware, we build across the full intelligence lifecycle.
Post-transformer neural systems
Quantization and energy-aware inference
Guardian neural graph node
One system, not three services.
Most voice products chain together someone else's speech recognition, someone else's language model, and someone else's synthesis. Ours are trained by us, and the Emotion Engine runs across all three stages — affect and intent are carried from what a caller says through to how the system replies, rather than added at the end.
Acoustic understanding
Code-switch and accent-robust understanding of noisy real-world channels. Speaker-aware, with calibrated confidence and deployment-grade observability.
Conversational reasoning
Multilingual reasoning with code-switch robustness, and domain adaptors for clinical, financial, and enterprise dialogue — beyond baseline transformer assumptions.
Prosody and voice
Natural Indian prosody with controllable rhythm and emphasis. Optimised for production latency, energy-aware inference, and regional voice fidelity.
- Hindi
- Kannada
- Tamil
- Telugu
- Marathi
- Hinglish
- Bengali
- Punjabi
- Odia
- Gujarati
- Malayalam
- Assamese
- Urdu
- Sindhi
Current focus: beyond-transformer routes, low-resource multilingual training, quantization frontiers, and efficient on-prem inference at scale. Where we publish a result, the dataset and its limitations are published with it.
Explore the technologyAE Guardian
Desktop intelligence node for clinical environments
Guardian is where physical-world conversation capture meets neural inference. It anchors our research in real clinical workflows — consented capture, documentation that clinicians sign off, and quality signals a human reads before anyone acts on them.
- Hardware capture and NABH-grade documentation pipeline
- On-prem neural inference with zero external data egress
- Quality signals surfaced for human review, never acted on alone
One platform for all customer engagement.
Fonix.AI brings together voice, chatbots, campaigns, and multi-channel automation — powered by our proprietary models, trained on Indian languages, deployed in days.
Visit Fonix.AI| Voice | Inbound and outbound AI agents |
|---|---|
| Chat | Omnichannel chatbots |
| Campaigns | Automation and scheduling |
| Analytics | Real-time call and funnel data |
| Languages | 14+ Indian languages |
Three ways to deploy. One engine.
Fonix.AI
For customer-facing teams: answer and make calls, run chatbots, and automate campaigns in 14+ Indian languages. Live in days, not months.
- Inbound & outbound voice agents
- WhatsApp, web & social chatbots
- Campaign automation & analytics
AE Guardian
For hospitals: a plug-in device that turns every doctor-patient consultation into structured, audit-ready clinical documentation.
- Consent-gated consultation capture
- Notes drafted for clinician sign-off
- Zero cloud, runs fully in-building
Compliant by architecture, not by configuration.
Because we design, train, and deploy the models ourselves and run them on your premises, compliance is a property of the deployment rather than a setting inside it.
DPDP Act 2023
Health and personal data must stay in India. On-premise deployment means compliant by default, no configuration required.
RBI data localisation
Borrower voice data cannot leave your organisation. AntEngage deploys inside your infrastructure.
HIPAA
Your AI runs inside your infrastructure, whether it's our own models or a third-party model you prefer. Medical data never touches an external cloud.
NABH
Clinical communication quality documentation: protocol adherence and audit trails, automated.
The DPDP Schedule sets penalties up to ₹250 Cr for inadequate security safeguards. What the Act actually requires.
Where the systems run.
Healthcare
- Clinic chains & hospital networks
- NABH compliance automation
- Diagnostic lab patient communication
EdTech
- Coaching admissions outreach
- Student counselling at scale
- Parent communication campaigns
NBFC / Fintech
- Collections & loan follow-ups
- EMI reminders in local languages
- RBI-compliant voice communication
Real estate
- Lead qualification calls
- Site visit booking automation
- Multilingual buyer outreach
D2C / E-commerce
- Order support & returns
- Campaign calls for festive season
- Multilingual customer service
Work with us, or read what we publish.
We are glad to talk to teams evaluating on-premise deployment, and to researchers using our datasets. Fonix.AI handles platform trials and pricing.