AI-Native. By Design.

Indic Labs builds AI-native software, trains your teams, and produces GenAI content — at the speed of models.

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Capabilities

01

AI-Native Software

Products engineered AI-first. Custom model stacks, reasoning pipelines, autonomous workflows. Built for production scale, not demos.

02

RAG & Agent Systems

Retrieval-augmented agents grounded in your data. Vector pipelines, hybrid search, evals, guardrails. Agents that cite, reason, and act across your tools.

03

Agent Engineering

Multi-step, tool-using agents that close real loops — sales, support, ops, research. Integrated. Observable. Reliable.

04

AI Training & Enablement

Hands-on programs that turn engineers, ops, and leadership into AI-fluent operators. Workshops, playbooks, internal copilots.

05

AI Influencer & Creator Training

Personal brand systems for founders, creators, executives. AI workflows for scripting, shooting, editing, posting. A content engine on autopilot.

06

GenAI Content & Branding Studio

Brand-grade reels, ads, product films, voiceovers, image campaigns, copy. AI-native pipelines — agency quality, model speed.

What AI-Native Actually Means

Everyone says "AI-native." Almost nobody is. Here's the definitive cut — 9 points, no slogans.

01

Three Layers. Not One.

People. Agents. Context. AI-native means all three rebuilt together. Drop a layer, lose the stack.

02

AI Eats the Middle

Execution belongs to models. Humans own the bookends — intent at the front, judgment at the end.

03

Everyone Manages Agents

Old org chart: humans manage humans. New org chart: every operator runs a fleet of agents. IC becomes manager by default.

04

ChatGPT Use Is Not AI-Native

Pasting prompts into a sidebar is not transformation. It's a calculator on a steam engine. AI-native rewires workflows, not tabs.

05

No AI-Native Org Without AI-Native People

Software change without people change is theatre. Operators must think in prompts, evals, loops. No shortcut.

06

Make the Company Machine-Readable

Docs, data, processes — exposed to agents in formats they can parse. Tribal knowledge is dark matter. Surface it or stall.

07

Speed Without Signal Is Chaos

Agents ship 10x faster. Wrong direction at 10x is expensive noise. Evals, telemetry, taste — non-negotiable.

08

Skill Chain Compounds

One agent is a toy. Chained agents on documented workflows become a system. Compounding beats clever.

09

The Moat Is the System

Tools are commodity. Models are rented. The moat is the architecture, the data loop, the people fluent enough to run it.

AI-native is not a tool stack. It's a rebuild — people, agents, context — running as one system.

Agents in Production.

Browse the Full Portfolio →

Six workflows. Each replaced a spreadsheet, a Slack channel, or a 2 a.m. phone call.

RAG Knowledge Agent workflow

RAG Knowledge Agent

Staff drowning in SOPs across 12 PDFs. Search broken.

  • Ingest + chunk + embed
  • Hybrid retrieve + rerank
  • Cite + verify + answer
4s avg answer time Voice Support Agent workflow

Voice Support Agent

Tier-1 support queues hours deep. Multilingual users underserved.

  • STT in 4 Indian languages
  • Tool-using resolver agent
  • Native-accent TTS reply
82% first-call resolution OPD Triage Agent workflow

OPD Triage Agent

Front desk juggling intake, triage notes, billing across 3 desks.

  • Capture symptoms + history
  • Triage + route to specialty
  • Auto-generate bill draft
3x throughput Lead-Gen Agent workflow

Lead-Gen Agent

HR managers reading 400 CVs per role. Conversion stuck.

  • Parse JD + signal weights
  • Cross-source candidates
  • Ranked shortlist + outreach
Shortlist by Monday Content-Ops Agent workflow

Content-Ops Agent

Solo coach burning weekends editing 30 reels.

  • Ideate from brand voice
  • Auto-cut + caption + brand
  • Schedule + analyze + iterate
30 reels / week / 1 operator Eval & Guardrail Agent workflow

Eval & Guardrail Agent

Agents drift silently. Quality dies in production.

  • Trace + score every output
  • LLM-judge on rubric
  • Block + alert on regress
0 silent regressions in 90 days

GenAI Content Pipelines.

Browse the Full Portfolio →

Magnific-powered. Brand-locked. Render at the speed of brief.

Reel Factory

BriefMagnificBrand QA

30 reels / week, one operator.

See in Portfolio →

Product Film

Hero ShotMotionVO

Hero shot to 30s cinematic.

See in Portfolio →

Ad Variants Engine

BriefLocaleA/B

40 locale-tuned creatives per brief.

See in Portfolio →

Voice Clone Studio

SampleCloneVO

Founder VO on demand, 4 Indian languages.

See in Portfolio →

Why Indic Labs

①

Native, Not Retrofitted

AI-first from day zero. No legacy drag. No bolt-ons. Architecture built for the model era.

②

Builders, Not Consultants

Working software ships. Decks don't. We design, code, deploy, and own outcomes.

③

End-to-End Stack

Software + people + content under one roof. Agents, training, and creative — one accountable team.

④

Global Delivery, Fast Cycles

Distributed team. Async-first. Working prototype in 2 weeks, production in weeks not quarters.

Everything We Ship

RAG Pipelines Custom Agents LLM Fine-Tuning Vector DBs Model Evals Voice Agents Vision Agents Workflow Automation AI Copilots Chatbot Systems Prompt Engineering MLOps AI Influencer Training Brand Avatars AI Reels Product Films GenAI Ads UGC at Scale Voice Cloning AI Photography Script Studios Content OS Personal Brand Systems Creator Funnels

RAG, agents, training, content — one stack, one team.

How We Work

01

Discover

Map workflows. Find AI leverage. Define the win.

02

Prototype

Working agent in 2 weeks. Real data. Real users.

03

Ship

Production deploy. Monitored, evaluated, hardened.

04

Train

Your team owns the stack. Playbooks, copilots, docs.

05

Scale

Agents and content compound over quarters, not sprints.

Built With. Trusted By.

Operators Talking About the Systems We Built.

Browse the Full Portfolio →

Verbatim. No logos polished.

Verified Client — Healthcare

"We stopped chasing patient files across three desks. The OPD agent Indic Labs built routes intake, triage notes, and billing in one pass — our front desk runs at half the noise it used to."

AR
Dr. Anvita R.Hospital Operations · SevaSangraha
Read the Build → Verified Client — Mental Health

"They didn't sell us another HR tool. They built the agent we wished our HR tool was. Resume screening that actually reads the JD, and onboarding that finishes itself."

FM
Faizan M.Head of People · Ambrin
Read the Build → Verified Client — AI Astrology

"I came in asking for a chatbot. I left with a content engine, a booking flow, and an astrologer-matching agent that converts better than my landing page used to."

RS
Rahul S.Founder · Joytish
Read the Build → Verified Client — Online Coaching

"Programming for 200 clients used to eat my Sundays. The coach-assist agent drafts the week, I approve in fifteen minutes. That's the whole pitch."

VT
Coach Vikram T.Founder · Immortal Fitness
Read the Build →

Flagship Product

Proof we ship. SevaSangraha — hospital management, reimagined AI-first. Predictive allocation, intelligent queueing, autonomous administration. 79 modules. Live in 12 hours.

Visit SevaSangraha →

Who's Building This

Founder

[Your Name] →

[Short bio — what you've built, where you've shipped, why AI-native. 2-3 lines.]

LinkedIn ↗ X / Twitter ↗ Email ↗
Team

Engineers + Designers + Creators

Small, senior, distributed. Every engagement gets a named lead and direct Slack/Discord. No account managers, no handoffs.

Ship AI. This Quarter.

Tell us the workflow → we'll show the agent.
Tell us the brand → we'll show the content engine.

Start a Conversation See the Work →

hello@indiclabs.ai · reply within 24 hours.