AI Applications & Delivery
- AI apps (conversational analytics)
- AI coworkers
- Autonomous workflows
- Outcome-driven development
- Responsible AI
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AI engineered for your business.
From idea to production, humaineeti engineers agentic AI and generative AI that ships on time, performs at scale, and earns the trust of the people who use it — grounded in your data as living context.
We are an intent away →
humaineeti — a portmanteau of human + AI + neeti.
Four tiers. One stack.
Every agentic AI and generative AI engagement runs across the same four layers — from the apps your business sees down to the bedrock that holds it up.
Research & Customization
- LLM fine-tuning
- RLHF
- RFCM
- Model optimization & quantization
- Domain adaptation
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Data & Context Foundation
- AI/BI platforms
- GenAI readiness assessment
- Analytics infrastructure
- Context building
- Knowledge graphs
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Infrastructure & Engineering
- Scalable architecture
- Cloud-native design
- Performance optimization
- Security hardening
- Production integration
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Two pillars. Every project.
Every tier of the engagement model ships through both. Velocity, governed.
Accelerated Deployment
From prototype to production — without the wait.
- Rapid prototyping
- CI/CD pipelines
- MLOps automation
- Zero-downtime deploys
- Multi-cloud strategy
Governance & Trust
Every invocation traced. Every decision accountable.
- Model monitoring
- Drift detection & traces
- Audit trails & token budgeting
- Responsible AI
- Regulatory compliance
Pre-built. Agent-Ready.
Frameworks and AI co-workers that compress delivery from months to weeks.
RouteAIQ
AI Model Router
Routes every query to the right model tier — cheap, mid, or premium — by project relevance, with per-team budgets, burn-rate downgrades, and full cost logging across Bedrock and open-weight models.
ApexAIQ
Marketing AI Co-worker Swarm
Paid performance, SEO intelligence, campaign optimisation, ROAS and CAC monitoring — a swarm of marketing AI co-workers, run together.
RekonAID
DB Migration AI Assistant
AI-assisted database migration: schema mapping, data validation, cutover planning — automated, with humans-in-the-loop on every gate.
DPDP-AID
Agentic DPDP Compliance
True discovery for DPDPA: parses code, schemas, endpoints and legacy artifacts for data lineage and processing purpose — continuous compliance, down to data-principal granularity.
Live and ready to try right now — explore these three hands-on.
InVocIQ
AI-Powered BI · Voice
Voice-driven and natural-language queries over live data. Speak the question; see the visual answer in seconds, grounded in your sources.
Quillect
Document AI
Turn any inbound document, from any source, into clean, validated, structured data — agents extract, a human controls the exceptions.
WellSpend
Cloud FinOps
An agentic, strictly read-only FinOps and Well-Architected review across every AWS account — surfacing up to 25% in savings and a prioritized remediation roadmap, with humans in command.
- 1. the belief that agentic artificial intelligence must remain deeply human in its purpose, morally grounded in its decisions, and engineered to earn the trust of the people and businesses it serves.
- 2. not intelligence for its own sake — but intelligence held accountable.
Six weeks. Forty-one candidates. One Sanskrit word. Read how we got our name
Experience you can trust. AI you can prove.
We bring 100+ years from AWS, Google, IBM, Confluent, Microsoft, TCS, Cognizant & GroupM, Hoichoi. From the early internet, to cloud-native, to Data & AI — we built through every era that mattered. Hands-on, we bring the smartest Data Engineers, AI Engineers, and Research Fellows.
Now humaineeti engineers governed, future-ready, outcome-driven agentic AI and generative AI — built for production, trusted from deployment. We learn in every engagement, and we ship what we’d be proud to operate ourselves.
Engineer AI you can prove.
A scored blueprint. An agentic AI delivery factory. Governance from day one. Start the conversation with humaineeti.
Tech & Partner Stack
Frequently Asked
What is humaineeti?
humaineeti is an agent-first AI engineering startup. The name is a portmanteau of human, AI, and neeti (Sanskrit for 'right conduct'). humaineeti engineers agentic AI and generative AI for the enterprise — agents, RAG, data platforms, and responsible-AI governance — built for production from day one.
What does humaineeti do?
humaineeti delivers AI engagements across four tiers: AI Applications & Delivery (agents, RAG, AI coworkers), Research & Customization (LLM fine-tuning, RLHF, RFCM, quantization), Data & Context Foundation (AI-powered BI, data platforms, GenAI readiness), and Infrastructure & Engineering. Every tier ships through two pillars — Accelerated Deployment and Governance & Trust.
What is the difference between humaineeti's agentic AI and generative AI work?
Generative AI is a capability that produces content. Agentic AI is a system architecture that uses generative models inside an action loop to complete a goal across multiple steps and tools. humaineeti engineers both — generative AI for content workflows with humans in the loop, and agentic AI for multi-step work that spans systems.
Where is humaineeti based?
humaineeti is founded in India, with engineering teams in Mumbai and Kolkata. Founders bring 100+ years of experience from AWS, Google, IBM, Confluent, Microsoft, TCS, Cognizant & GroupM, and Hoichoi. humaineeti works with clients globally.
What accelerators does humaineeti offer?
humaineeti ships seven production-ready accelerators: RouteAIQ (intelligent model routing), ApexAIQ (marketing AI co-worker swarm), RekonAID (agentic database migration assistant), DPDP-AID (agentic DPDP compliance), InVocIQ (voice-driven AI BI on live data), Quillect (document AI), and WellSpend (cloud FinOps). Each is a delivery pattern that compresses months of build into weeks of agentic deployment.
How does humaineeti approach Responsible AI?
Governance is built in, not retrofitted. humaineeti applies a Zero Trust model on every agent and LLM invocation — every loop traced, scored, and audited. Compliance is mapped to DPDP Act 2023 (India), RBI FREE-AI for regulated entities, GDPR, and the EU AI Act where applicable.