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.
RouteIQ
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.
ApeXintel
Marketing AI Co-worker Swarm
Paid performance, SEO intelligence, campaign optimisation, ROAS and CAC monitoring — a swarm of marketing AI co-workers, run together.
RekonAIDe
DB Migration AI Assistant
AI-assisted database migration: schema mapping, data validation, cutover planning — automated, with humans-in-the-loop on every gate.
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
Accelerators.
Pre-built. Agent-Ready.
Frameworks and AI co-workers that compress delivery from months to weeks — each shipped through the same engagement model and governance gates.
RouteIQ
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.
ApeXintel
Marketing AI Co-worker Swarm
Paid performance, SEO intelligence, campaign optimisation, ROAS and CAC monitoring — a swarm of marketing agents, run together.
RekonAIDe
DB Migration AI Assistant
A team of data-platform agents — scan, evaluate, plan. The DBA stays in command of execution under your compliance and security guidelines.
Solution Demos.
Live — ready to try.
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.