Translation, inside your perimeter.
Bhaasha is a domain-tuneable translation and transcription suite for defence, public sector and regulated enterprise — Indic and English, trained on your vocabulary, deployed on your infrastructure, never crossing the network boundary.
Off-the-shelf translation does not speak your domain — and asks you to ship your data.
Generic models miss the domain
Public APIs mistranslate the language that actually matters — court orders, FIRs, clinical notes, technical specifications, operational jargon. They were never trained on it.
Public APIs cross the perimeter
Every call to a hosted translation service ships sensitive text outside the network. Defence, regulated and government communications cannot tolerate that exposure.
Transcription is still manual
Recorded interviews, call audio, evidence files and meeting tapes are converted to text by hand, slowly, inconsistently — and then sit unsearchable in shared folders.
Multilingual workflows lose context
FIRs, statements and reports routed through generic tools come back stripped of formatting, headings, references and the structural cues operational teams depend on.
No path to teach the model
There is no way to feed an off-the-shelf API your glossaries, parallel texts and SOPs without becoming permanently dependent on the vendor that owns the weights.
Six capabilities — translation that learns the work and never leaves the network.
Multi-language ASR (Indic + English)
Automatic speech recognition across Hindi, English, Marathi and the major Indian languages. Call audio, meeting recordings, broadcast media and field captures, transcribed into searchable text.
Domain-tuned translation
Trained on your documents, glossaries, parallel texts and SOPs. Legal sections, medical codes, technical specifications and internal vocabulary translated the way your domain actually uses them.
On-prem deployment
Full model stack runs inside your data centre. No call-outs, no telemetry, no dependency on a hosted endpoint. Air-gap-ready operation for sovereign environments.
Sovereign data residency
Training data, model weights and inference logs all remain inside the perimeter. Suitable for defence, intelligence and regulated public-sector buyers with hard residency obligations.
Voice & document workflows
End-to-end pipelines for FIRs, statements, case files, citizen correspondence and recorded evidence — voice in, structured multilingual document out, formatting preserved.
Audit & compliance trails
Every request, every translation, every transcript logged against user, time, document and version. DPDPA-aligned, IT Act-conformant, RTI/CAG-ready audit posture by default.
Your network. Your data. Your weights.
GPU-backed inference appliances sized to throughput requirement — single-rack, multi-rack, or hosted on existing customer compute. Air-gapped, on-prem or sovereign cloud.
Bhaasha translation engine, ASR runtime, web console and REST APIs. Perpetual on-premise licence; updates shipped on encrypted media for air-gapped sites.
Air-gap ready — full operation without internet access. No mandatory dependence on external cloud, no telemetry, no data egress under any deployment posture.
DPDPA-aligned, IT Act-conformant. Role-based access, encryption in transit and at rest, full audit log. MEITY-aligned, suitable for defence and intelligence buyers.
Engineered alongside Bhaasha — the same engineering bar.
Aedrix
Our flagship AI platform for real estate and construction — Bhaasha powers multilingual contract and disclosure understanding inside Aedrix workflows.
HoloMap
Immersive VR mission-planning platform for the Indian Armed Forces. Shares the sovereign, on-prem engineering posture that Bhaasha is built on.
Language AI that respects the perimeter.
Briefings under NDA for defence, intelligence, government and regulated enterprise. On-prem evaluations available against your own corpus, on your own hardware.