Computer Vision
LLM Fine-tuning
Voice AI
Edge Computing
Machine Learning
Production AI · Indic & foreign-language speech

We build AI systems
that work after the demo.

DeeCogs ships production AI — LLMs & fine-tuning, custom TTS/STT in Indic & foreign languages, computer vision, document intelligence, and edge optimization — for teams burned by AI that only works in a slide deck.

Explore SolutionsBook a Free Call

Trusted by

AIIMS DelhiAI triage in 3 departments
ICMRClinical AI research partner
JumioBank statement parser in 6 weeks
NectworksEdge CV pipeline, 0 latency issues
Fateh PhysioSmart note tab, reduced admin 60%
Shobha Engg.AI insights across 5 product lines
AIIMS DelhiAI triage in 3 departments
ICMRClinical AI research partner
JumioBank statement parser in 6 weeks
NectworksEdge CV pipeline, 0 latency issues
Fateh PhysioSmart note tab, reduced admin 60%
Shobha Engg.AI insights across 5 product lines
Production-grade
AI built to run after the demo
Founder-led
Senior IIT / IIM team, no hand-offs
Indic + Foreign
Speech & language coverage
On-prem ready
Private-cloud & air-gapped deploys

Our Products

Our products. The proof we can build yours.

We don't just consult — we ship. These are the AI systems we've already taken to production.

Healthcare AISpeech + IDP

Adicare

An AI-native healthcare platform with custom TTS/STT speech AI plus prescription-understanding AI that turns handwritten scripts into structured, verifiable records.

  • Custom multilingual TTS/STT
  • Prescription understanding (ICR + NLP)
  • EHR-ready structured output
Explore Adicare
Adicare

What We Build

What we build with you

Six specialised practices. One team. From your first sprint to your live system.

LLMs & Fine-tuning

AI that reasons, retrieves, and decides — reliably.

  • Fine-tuning (LoRA, QLoRA) on Llama/Mistral/Qwen
  • Citation-grounded RAG pipelines
  • Agentic workflows with tool use
  • Private hosting, guardrails, evals

Custom TTS / STT

Speech AI in the languages your users actually speak.

  • Indic + foreign STT (Hindi, Tamil, Telugu…)
  • Code-mixed (Hinglish) speech recognition
  • Custom voice cloning (XTTS, StyleTTS2)
  • Speaker diarization & on-device speech

Computer Vision

See what cameras miss. Act on it in real time.

  • Object detection (YOLOv8/v9, RT-DETR)
  • Segmentation (SAM 2, Florence-2)
  • Pose estimation & body AI
  • Edge deployment on Jetson, RPi

Document AI / IDP

From messy documents to clean, trusted data.

  • ICR for handwriting + vision-language extraction
  • Prescription, invoice & bank-statement parsing
  • Field-level validation & confidence scoring
  • Custom document types without retraining

Edge & Optimization

10× faster. Same accuracy. Runs on your hardware.

  • INT8/INT4 quantization (GPTQ, AWQ, GGUF)
  • TensorRT, ONNX, OpenVINO export
  • Knowledge distillation for edge
  • Up to 10× inference speedup

Healthcare AI

Clinical-grade AI, built for real hospitals.

  • Prescription understanding (ICR + NLP)
  • Clinical NLP (PubMedBERT, BioGPT)
  • Medical imaging (MedSAM, BiomedCLIP)
  • HIPAA-aware, on-premises deploy
View all capabilities

Case Studies

In production.
Not in a slide deck.

View all case studies
Document AI / IDPProduct

Docurate — Document Intelligence

Fintech and healthcare teams drowning in manual data entry from invoices, bank statements, and prescriptions.

Validated
Auto-validation
6+
Document types
JSON/API
Structured output
Vision-Language ModelsICRFastAPI
Speech + IDPProduct

Adicare — Healthcare Voice + Prescription AI

Clinicians needed to dictate naturally and turn handwritten prescriptions into structured records.

Multilingual
Custom TTS/STT
ICR + NLP
Prescription AI
FHIR
EHR-ready
WhisperXTTSICRHL7 FHIR
Computer Vision / PoseProduct

PhysioTrack — Pose Estimation for Rehab

Physiotherapists had no objective, real-time way to score exercise form and track recovery.

Real-time
On-device pose
33
Keypoints tracked
Live
Form scoring
MediaPipeRTMPoseTensorRT

Engagement

How we work with you

Three models, one goal: AI that ships.

Most Popular

Fixed-Scope Sprint

Define the scope upfront, execute in a focused sprint. Perfect for POCs, MVPs, and defined features.

Timeline
4–8 weeks
Best for
Teams with a clear problem to solve
For Scale

Embedded AI Team

Senior AI engineers embedded directly into your team. We operate inside your sprint cycles.

Timeline
Ongoing
Best for
Scaleups growing AI across products
Frontier Work

Research Pod

Explore, prototype, and validate novel AI approaches. For hard problems with no off-the-shelf answer.

Timeline
8–16 weeks
Best for
R&D teams at the frontier

Why DeeCogs

Why teams choose DeeCogs over a bigger firm

We bridge the gap between frontier AI research and production systems — not as a strategy deck, but as working software.

📄
We research. Then we build. You get the IP.
We read the papers, prototype the approach, and ship. The code, models, and data are always yours.
⚡
Production-ready from sprint 1. Not sprint 10.
ONNX, TensorRT, quantization — optimisation is built in from day one, not bolted on at the end.
🎯
Specialists, not generalists.
Same team from kickoff to launch. No hand-offs to offshore teams or junior consultants.
🔒
Your data never trains our models.
HIPAA-aware architecture, on-premises deployment available. Your infrastructure, your compliance.
Specialist team
IIT / IIM founders, senior engineers
Fast sprints
Focused 4–8 week build cycles
You own the IP
Code, models & data stay yours
Edge-first
Quantized, on-device deployments

Testimonials

Straight from the people we shipped for

“The bank statement analyzer, CIBIL parser, and invoice extraction pipeline DeeCogs built for us is precise, efficient, and production-ready.”

J
Akshay Kila
Product Lead, Jumio

“The computer vision pipeline DeeCogs built runs flawlessly on edge devices with minimal latency. Truly production-grade work.”

N
Nishant Singhal
CTO, Nectworks

“The AI-powered triage system has measurably reduced our doctors' workload and improved patient throughput.”

A
Madhur Srivastava
Healthcare Director, AIIMS

“Smart Note Tab revolutionized our clinical workflow — patient history is now structured and accessible in seconds.”

F
Dr. Chetan
Physiotherapist, Fateh Physio

“The AI solutions transformed how we analyze operational data. We now see insights that were previously invisible.”

S
Rudal Sharma
Operations Head, Shobha Engineering

“DeeCogs brought research-grade pose AI to our rehab clinic. Patients love the real-time feedback system.”

F
Dr. Bhagwan Sharma
Lead Physiotherapist, Fateh Physio

“The bank statement analyzer, CIBIL parser, and invoice extraction pipeline DeeCogs built for us is precise, efficient, and production-ready.”

J
Akshay Kila
Product Lead, Jumio

“The computer vision pipeline DeeCogs built runs flawlessly on edge devices with minimal latency. Truly production-grade work.”

N
Nishant Singhal
CTO, Nectworks

“The AI-powered triage system has measurably reduced our doctors' workload and improved patient throughput.”

A
Madhur Srivastava
Healthcare Director, AIIMS

“Smart Note Tab revolutionized our clinical workflow — patient history is now structured and accessible in seconds.”

F
Dr. Chetan
Physiotherapist, Fateh Physio

“The AI solutions transformed how we analyze operational data. We now see insights that were previously invisible.”

S
Rudal Sharma
Operations Head, Shobha Engineering

“DeeCogs brought research-grade pose AI to our rehab clinic. Patients love the real-time feedback system.”

F
Dr. Bhagwan Sharma
Lead Physiotherapist, Fateh Physio

Built on the best infrastructure

NVIDIAAWSHugging FaceGoogle CloudMicrosoft AzureLangChainTwilioRoboflow

Ready to ship?

Ready to ship AI
that actually works?

No pitch deck. No NDAs on day one. Just an honest 30-min conversation about what's feasible.

Book a 30-min callTell us about your project