---
title: AI & Robotics Services + Human-in-the-Loop — AB7 Solutions
canonical: https://www.ab7solutions.com/ai-services
description: AB7 Solutions delivers Human-in-the-Loop review, AI / robotics software rescue, training data ops, SME review, robotics & autonomous systems data, RAG curation, AI agent QA, AI content QA, AI customer-support ops, AI & robotics compliance.
last_updated: 2026-05-28
language: en
---

# AI & Robotics Services + Human-in-the-Loop — AB7 Solutions

> Launched 2026-05 · 10 service categories · Founder-led engagements

A horizontal offering layered on top of our six core pillars. We support AI and robotics deployments with the trained humans that LLMs and autonomous systems cannot replace — reviewers, fixers, annotators, SMEs, robotics ops, RAG curators, agent evaluators, content QA, support ops, and compliance leads.

Downloadable 2-page proposal: [https://www.ab7solutions.com/proposals/ai-services.pdf](https://www.ab7solutions.com/proposals/ai-services.pdf)

## The Ten Service Categories

### 1. Human-in-the-Loop (HITL) Review
Trained reviewers on AI-generated text, code, images, translations, medical scribing, legal/financial drafts. Pricing: **$8–$18/hour FTE** or **$0.05–$0.30 per reviewed item**.

### 2. AI & Robotics Software Rescue
Senior engineers fix apps built with Claude Code, Cursor, GPT, v0, Lovable, Replit, Bolt, Windsurf. Robotics stacks on ROS, ROS 2, NVIDIA Isaac, MoveIt, Gazebo, MuJoCo. Pricing: **$35–$65/hour** or **fixed-scope from $4K**.

### 3. AI & Robotics Training Data Operations
Bounding-box, polygon, semantic-segmentation, instance/panoptic, NER, classification, sentiment, audio transcription, document layout. RLHF preference data, demonstration capture, embodied-AI episodic data. Tools: Label Studio, CVAT, V7, Roboflow, Labelbox, Scale AI, Encord. Pricing: **$0.02–$2 per label** or **$9–$15/hour FTE**.

### 4. Subject Matter Expert (SME) Review
Vetted clinicians (RNs, select MD specialties), paralegals, CPAs, compliance leads reviewing AI outputs in regulated fields. Pricing: **$15–$45/hour** by specialty.

### 5. Robotics & Autonomous-Systems Data + Operations
LiDAR + 3D point-cloud annotation. Multi-camera time-synchronised video labelling for warehouse pickers, last-mile delivery, surgical robotics, agricultural robotics, drones, AMRs, humanoids. Sensor fusion (LiDAR + camera + IMU + radar), action recognition, 6-DoF pose, scene understanding, teleoperation review, demonstration capture. Pricing: **$0.50–$8 per labelled frame** or **pods from $6K/month**.

### 6. RAG & Knowledge-Base Curation
Document chunking, vector-DB QA (Pinecone, Weaviate, Chroma, pgvector, Qdrant, Milvus, Vespa), retrieval-result evaluation, knowledge-graph construction. Pricing: **$2K–$15K per pipeline build** or **$1.5K/month curation retainer**.

### 7. AI Agent QA, Evaluation, Red-Team
Eval harness setup with LangSmith, Langfuse, Braintrust, Arize Phoenix, Helicone, Patronus, Weights & Biases. Hallucination detection, adversarial / red-team testing, tool-use evaluation, cost and token monitoring. Pricing: **$3K–$12K setup + $1K–$3K/month**.

### 8. AI Content QA
Editorial review of AI-drafted blog posts, white papers, product copy, ad creative. Fact-checking, brand-voice calibration, E-E-A-T compliance, SEO QA, plagiarism and AI-detector scoring. Pricing: **$15–$45 per article** or **$1.2K–$4K/month retainer**.

### 9. AI Customer-Support Operations
Chatbot transcript review, training-data prep from real conversation logs, sentiment and escalation labelling, failover human cover when AI deflection fails. Pricing: **$10–$16/hour FTE** or **$0.08–$0.20 per reviewed conversation**.

### 10. AI & Robotics Compliance and Safety
- HIPAA review of healthcare AI outputs
- GDPR / CCPA / DPDP review
- EU AI Act risk classification and technical documentation
- Robotics safety standards — **ISO 13482** (personal-care robots), **ISO 10218-1/-2** (industrial), **ISO/TS 15066** (collaborative), **ISO 26262** (automotive functional safety), **IEC 61508** (SIL), **ANSI/RIA R15.06**, **EU Machinery Regulation**
- Bias auditing, AI policy and acceptable-use docs, model cards and system cards
- Pricing: **$3K–$15K per audit** or **vCISO retainers $2.5K–$8K/month**

## Engagement Models

- **Per-task / per-item** — outcome-priced, ideal for HITL review and content QA
- **Dedicated FTE pod** — 3–10 person team with a TL, ideal for ongoing operations
- **Fixed-scope project** — defined scope and price, ideal for software rescue and RAG builds
- **Founder-led engagement** — Ashok Benial as sponsor on enterprise contracts

## 4-Step Start

1. Discovery call (30 min)
2. Scoping & pilot definition (within 48 hours)
3. SOW + start date (within the week)
4. Pilot delivery + scale-up (typically pilot in 2 weeks, scale in 30 days)

## Buying-Intent FAQ

180 buying-intent answers across all 10 categories at the hub: [https://www.ab7solutions.com/ai-services](https://www.ab7solutions.com/ai-services).

## Geographic Coverage

All ten categories are delivered to clients in every state, province, territory, emirate, region, county, and major city across USA, UK, Canada, Australia, New Zealand, UAE, and India.

## Next Steps

- [Book a discovery call](https://www.ab7solutions.com/contact)
- [Download the 2-page proposal](https://www.ab7solutions.com/proposals/ai-services.pdf)
- Direct line: ashok.benial@ab7solutions.com