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Deploying

Providing experienced resources for companies that need capacity without expansion
Software Development • AI/ML • Backend • Infrastructure • Product Engineering

Trusted By

Skip the Endless Hiring Cycle

Carrot supplies vetted senior engineers to AI labs and enterprise teams under a standing agreement — no per-project procurement, no recruiting overhead, no ramp-up delays. Scope the work, sign once, and we deploy engineers matched to your stack and your data. Full visibility into every task, transparent hourly billing, and the ability to scale a pod up or down as your roadmap shifts.

Flexible Capacity

Bring in additional developers when your organization needs them without adding permanent resources.

Speed
Real-Time Reporting

Get access to the Carrot dashboard where you can monitor progress and performance seamlessly.

Transparency
No RFP Cycles

Forget the endless RFP cycles and connect with a single development source for your organization.

Efficiency

Get a Staffing Plan the Same Day

78

Engineers on Bench

635,423

Lines of Code Written

82,193

Tasks Completed

253

Industries Served

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Built for Transparency

Get access to a personal Carrot workspace and take advantage of the Task Board to conduct real-time monitoring of the pod's performance and progress at any given time. Stay in contact with your pod's team lead with our Slack-style Messaging module, letting you know the scope and details of the tasks at hand.

100%

Satisfaction Guarantee

Extensive in-house QA sessions ensure you get the best results.

24/7

Long-Term Support

Trusted resources for new development, maintenance, and support.

Partnership You Can Count On

We make it simple an easy to bring additional capacity into your establishement

1

Discuss

2

Plan

3

Build

4

Maintain

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One Vendor, Every Type of Engineering

From data pipelines to eval infrastructure to internal tooling, one agreement covers it — no separate vendor search every time a new need comes up. Our engineers have shipped production systems for over a decade, including a run leading a 70-person development team. That same discipline now applied to the infrastructure and tooling AI labs actually need.

  • Providing Only the Best Top Talent
  • 65 Years of Cumulative Engineering Experience
  • Built for Data-Heavy, ML-Adjacent Systems
  • Scale a Pod Up or Down, No New Contract Needed

Engineering & Tooling

Full stack coverage across the tools AI labs and enterprise corporations rely on

Python & Data Pipelines

Data ingestion, transformation, and orchestration for labeling, training, and eval pipelines at scale

LLM & RLHF Tooling

Custom tooling for RAG systems, eval harnesses, and reward-model workflows built for your stack

Cloud & Infrastructure

Kubernetes, containerized deployments, and scalable infra for compute-heavy internal systems

Internal Tooling

React-based annotation platforms, admin panels, and ops dashboards your teams thrives on

Vector & Data Storage

Vector database integration, warehousing, and retrieval systems built for high-volume data

APIs & Model Serving

Backend services and API layers to serve, monitor, and version models across your organization

Need to find out more? Visit our Engineering page

What We Get Deployed For

Where internal engineering capacity runs out first

Stand Up an Eval Harness

Get engineers who can design and build evaluation infrastructure that scales with your model release cadence.

Scale a Data Labeling Pipeline

Get a quote to build or extend annotation infrastructure that keeps pace with growing dataset volume.

Ship Internal Tools Faster

We offer full stack engineering support for the ops dashboards and internal platforms your team never has time to build.

Build Out RLHF Infrastructure

We come equipped with engineers ready to build reward-model pipelines and human-feedback tooling end to end.

Extend Your Platform Team

Whether it's a customer-facing app or an internal CRM-style tool, add engineers without a new procurement cycle.

Add Overflow Capacity

When a roadmap deadline outpaces headcount, pull engineers from our bench — no new vendor search.

Infrastructure & Data

Core systems engineering, delivered at competitive contract rates

Data Pipelines

Data Pipelines

Ingestion, cleaning, and transformation systems built to handle the volume and velocity training data actually moves at

Annotation Platforms

Annotation Platforms

Custom labeling and review interfaces built around your task type, throughput targets, and QA requirements

Eval Harnesses

Eval Harnesses

Evaluation infrastructure and scoring pipelines that keep up with a fast-moving model release cadence

Databases & Warehousing

Databases & Warehousing

Relational and warehouse design for high-volume logging, labeling records, and training data storage

Document Stores

Document Stores

Document-based storage for unstructured data, transcripts, and conversation logs feeding your pipelines

Model Serving APIs

Model Serving APIs

Backend services built for API calling, orchestration, and data flow across model versions and environments

Engagement Models

Not sure what level you need? These are effective starting points

Associate Engineer

  • Data Labeling Support

  • Pipeline Maintenance Tasks

  • Junior-Level Tooling Work

  • QA and Testing

  • Under Senior Supervision

Senior Engineer

  • Architecture optimization

  • Backend API development

  • High-Performance System Design

  • Database Schema Management

  • Workflow Automation Logic

Staff Engineer

  • Enterprise Architecture Strategy

  • Cross-Team Technical Leadership

  • System Scalability and Resilience

  • Infrastructure Optimization

  • Technical Roadmap Execution

Dedicated Pod

  • Cross-Functional Engineering Team

  • End-to-End Product Delivery

  • Scalable Team Augmentation

  • Agile Sprint Execution

  • Dedicated Technical Leadership








Data & Annotation

  • High-Quality Dataset Curation

  • Precision ML Data Labeling

  • Scalable Annotation Pipelines

  • Strict QA Benchmarks

  • Custom Taxonomy Development

ML Infrastructure

  • Model Deployment Pipelines

  • GPU Cluster Performance Optimization

  • Automated MLOps Workflows

  • Low-Latency Inference Orchestration

  • Robust Distributed Training Systems

Backend & Systems

  • High-Throughput API Architecture

  • Distributed Database Optimization

  • Low-Latency Microservices Design

  • Robust System Concurrency Handling

  • Scalable Cloud Infrastructure Integration

Cloud & DevOps

  • CI/CD Pipeline Deployment

  • Cloud Infrastructure Management

  • High-Availability System Orchestration

  • Infrastructure Security Monitoring

  • Cloud Resource Allocation

What Other Partners Are Saying

We handle the engineering capacity so your team can stay focused on the roadmap

Let's Talk Scope

Tell us what you're building and we'll come back with a staffing plan. No lengthy RFP process, no renegotiating from scratch every time.