humaineeti Accelerators
AI accelerators,
engineered to ship.
Production-ready building blocks from humaineeti — evaluation, marketing agents, voice BI, and data-platform migration. Governed, auditable, and proven. Experience you can trust. AI you can prove.
Four accelerators
Pick the capability. Skip the cold start.
Each accelerator is a focused, governed system you can deploy into your stack — backed by humaineeti engineering.
Eval@Core
The AI evaluation flywheel that catches drift before users do.
A continuous evaluation framework for AI agents and LLM apps — trace, verify, score, retrain.
Explore Eval@CoreApeXintel
A marketing AI co-worker swarm.
Coordinated marketing agents across paid, SEO, campaigns, and revenue — under human oversight.
Explore ApeXintelInVocIQ
Voice-driven AI BI. Speak the question. See the answer.
Query live enterprise data with your voice — governed by your semantic layer and warehouse security.
Explore InVocIQRekonAIDe
A team of data-platform agents for migration.
Agents scan, evaluate, and plan database migrations — while your DBA stays in command of execution.
Explore RekonAIDeWhy accelerators
The fastest path to AI that holds up in production.
Most AI projects stall between a promising demo and a system you can defend in front of users, auditors, and regulators. Accelerators close that gap.
Time-to-value, compressed
Each accelerator packages hard-won engineering patterns so you start from a proven foundation instead of a blank repo.
Governed by default
Budget caps, approval gates, evaluation, and audit trails are built in — not bolted on after the demo.
Open and vendor-agnostic
Built on open tooling and bring-your-own-model integrations, so accelerators fit your stack rather than replace it.
Humans stay in command
Agents advise and automate the low-risk work; people decide everything that matters. Velocity, governed.
Expertise & capabilities
An AI engineering firm built around accountability.
humaineeti is an AI engineering firm specializing in agentic and generative AI for the enterprise — with governance, responsible-AI practice, and production-readiness in every engagement.
AI Engineering
GenAI delivery factory, agent evaluations, RAG, and the future of work — production systems, not prototypes.
Data Engineering
AI-powered BI, data platforms, and the infrastructure to make models trustworthy at scale.
AI Consulting
GenAI readiness assessments and responsible-AI practices that keep intelligence accountable.
Governance & Trust
Evaluation, audit trails, and human-in-the-loop controls built into everything we ship.
About humaineeti
Intelligence held accountable.
We engineer AI that businesses can trust and prove — from agent evaluation and data-platform migration to voice-driven analytics and marketing automation. Our four-tier model spans applications and delivery, research and customization, data and context foundations, and the infrastructure beneath it all.
The accelerators on this site are the productized edge of that work: opinionated, governed systems that get you to value faster — without giving up control.
- Agentic & generative AI
- Responsible AI & governance
- Continuous evaluation
- Enterprise data engineering
Velocity, governed. Let’s put an accelerator to work.
Tell us what you’re building and we’ll map the right accelerator to your stack and constraints.