# OKRA Tech Labs

> OKRA Tech Labs is an AI-native product engineering studio that builds production AI systems — not pilots — for marketing, operations, and customer-facing work. Every engagement starts by agreeing on the specific business metric a system must move before any build begins.

OKRA works across five practices: agentic AI and automation, applied AI and custom LLM deployment, software and product engineering, computer vision systems, and GenAI marketing and content engines. Clients own all resulting code, models, and data outright.

## Key Facts

- Company: OKRA Tech Labs, based in India, working globally, remote-first delivery.
- Category: AI-native product engineering and applied AI systems studio.
- 30+ AI systems built and running across 12+ industries.
- Claims 50,000+ hours of manual work removed for clients, with 100% of code and models staying client-owned.
- Engagement models: install an existing engine (4–8 weeks), build a custom system (8–26 weeks), embed a team (6 months+), or monthly advisory.
- Contact: collab@okracompany.com

## Capabilities

- Agentic AI & Automation: customer-facing agents, multi-step workflows, back-office orchestration, document processing, systems integration, human-in-the-loop review.
- Applied AI & Custom LLMs: private/self-hosted model deployment, RAG and knowledge systems, fine-tuning, distillation, evaluation harnesses, guardrails.
- Software & Product Engineering: web, mobile, and SaaS products, APIs, cloud infrastructure, data platforms.
- Vision Systems: quality inspection, detection and tracking, OCR/document AI, video understanding, edge and on-premise deployment.
- GenAI Marketing & Content: performance marketing, landing pages, content production at volume, SEO/GEO/AEO, lead capture and nurture.

## Selected Work

- Content Marketing Engine (consumer brand): scaled a single marketer from roughly 2 posts a month to 500+ published assets a month.
- Performance Marketing Engine (education client): cut cost per lead by 38% within 8 weeks by automating ad creative production across 12 platforms.
- Customer Support Agent (hospitality group): resolves 68% of guest messages with no human involved, replying in seconds across chat, email, WhatsApp, and voice.
- Landing Page Engine (software company): raised conversion rate 2.6x through an audit-rebuild-measure process.

## Process

Six stages: Frame (agree the target metric), Instrument (baseline current performance), Build (two-week increments), Deploy (into live operations with monitoring), Prove (measure against baseline), and Compound (ongoing tuning and expansion).

## Technology

Models and AI: Claude, GPT, Gemini, Llama, Mistral, Qwen, DeepSeek, plus self-hosted and open-weight models. Vision: detection, segmentation, OCR, video understanding, edge inference. Application layer: TypeScript, React, Next.js, Python, FastAPI, Rust, and mobile frameworks. Infrastructure: AWS, GCP, Azure, Kubernetes, Postgres/pgvector, Kafka, Snowflake, and related data tooling.

## Labs

- Projekt Nexus: a deal-flow and payments system for the creator economy, currently in private beta.
- Projekt Caliber: a hiring and talent pipeline tool aimed at the mechanical parts of recruiting, currently building a waitlist.

## FAQ

### What does OKRA actually build?
AI agents, workflow automation, vision applications, custom LLM deployments, software products, and marketing/content systems.

### How quickly can a project start?
Framing takes about a week; work can begin within two weeks, faster if installing an existing engine.

### Do clients own the code and models?
Yes — source, models, prompts, evaluation sets, and outputs stay in the client's own repositories and accounts.

### What if AI isn't the right answer?
OKRA says so directly rather than force-fitting an AI solution, even when that costs them the project.

## Optional

- [Start a Project](https://www.okracompany.com/#contact)
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_Last updated: 2026-08-02._