Enterprise AI Harness · Activation layer

Feat AI Services

Your AI team,
ready to deploy.

More than 100 AI consultants from Feat Systems, building enterprise-grade AI solutions inside your own governed IT environment.

Feat AI Services · FilmFrom AI adoption to AI in production

The challenge

AI is everywhere.
The team to build it isn't.

Every business team is picking up new AI tools and new models. Adoption is moving faster than IT can control it, and the people who have shipped AI into production are the hardest to hire.

  1. 01

    AI adoption accelerates

    Finance, operations, customer service and risk are all taking up AI assistants, OCR, voice bots and agents.

  2. 02

    IT loses control

    Every team wants an AI-native solution, and every request lands on the same internal IT desk, already at capacity.

  3. 03

    Who builds it?

    Scaling an AI team means ML, MLOps, LLM, document AI, speech and governance roles, all to be filled before work can start.

  4. 04

    The talent gap widens

    Demand for AI talent is racing ahead of supply, especially for people with real production experience.

How Feat AI Services works

From business problem
to AI in production.

Our consultants connect your business teams to the right AI tools and model providers, and deliver the solution inside your own governed IT environment.

🔒 Your governed IT environment
Business teams
Customer queriesClaims triageKYC & ID maskingInvoices & documentsVoice serviceRisk & fraud
Feat AI Services
AI tools & model providers
Cloud LLMsOpen-weight modelsOCR & document AISpeech & voiceEmbeddingsVision models
✓ Customer-controlled✓ Governed✓ Secure

Our skills

The models that matter.

Our teams work across speech and voice, OCR and document AI, embeddings and vision, and the leading cloud models.

Speech & voice

  • Kokoro TTS
  • NVIDIA Parakeet
  • Sarvam bulbul
  • Sarvam saaras
  • Google Cloud Speech
  • Google Cloud TTS
  • OpenAI Realtime
  • Gemini Live
  • Mistral speech

OCR & document AI

  • PaddleOCR
  • DeepSeek-OCR-2
  • TrOCR
  • DocTR
  • Donut
  • Qwen-VL OCR
  • Tesseract
  • FireRedOCR
  • olmOCR
  • EasyOCR
  • MMOCR

Embeddings & vision

  • BAAI BGE
  • OpenAI embeddings
  • Gemini embeddings
  • RT-DETR
  • RF-DETR
  • BERT
  • T5
  • Stable Diffusion
  • Gemini image
  • OpenAI image

Cloud LLMs & VLMs

  • OpenAI
  • Anthropic
  • Google Gemini
  • Meta Llama
  • Mistral AI
  • Sarvam AI
  • DeepSeek
  • Alibaba Qwen
  • xAI Grok
  • NVIDIA NeMo

Models our consultants have built with, from the Feat AI repository.

Work reference

Already in production.

Feat AI Services is not a lab exercise. These solutions run in live enterprise processes today.

Google BERT● Live

Text classification

Classifies incoming customer queries so they reach the right team first time.

Client
Bank of Maharashtra · HDFC Securities Limited
Process
Customer support — query management
Mistral● Live

Entity extraction

Pulls quantities, securities and account references out of free-text customer requests.

Client
HDFC Securities Limited
Process
Customer support — query management
PaddleOCR● Live

Object detection & OCR

Detects Aadhaar numbers on documents and masks them automatically.

Client
Bajaj General Insurance Limited
Process
Aadhaar masking
Google Gemini● Live

Document classification & data extraction

Classifies EXIM trade documents and extracts the key fields from each.

Client
Khimi Punja
Process
EXIM logistics

Feat AI Services

Your AI team, ready to deploy.

100+ AI consultantsGoverned deliveryIn production today