Ship real products with Neumog's hybrid dev network
Managed product delivery, not a marketplace. Experienced leaders and trusted experts across product, engineering, data science, and AI/ML focused on shipping real outcomes with speed.
Dozens of companies ship with Neumog
Operating as a trusted, confidential extension of product teams for high-growth ventures across e-commerce, hospitality, delivery, and AI/ML.
Why Neumog works
A simple managed model that snaps into any product org without hand-holding.
Managed delivery
Internal product and architecture leads stay with you from intake to rollout.
Vetted experts
Experts from MNCs and unicorn product teams plug in only when needed.
Flexible engagement
Spin squads up or down by phase without losing context or velocity.
Visibility
Project analytics & transparency
Every engagement runs through a shared workspace: staffing mix, burndown, risks, RLHF prep, all visible in one dashboard.
- Real-time staffing overview
- Timeline + deliverable tracking
- Secure client + expert comms
Industries
Where Neumog already delivers
Targeted accelerators for the markets we know best, plus a clear path into RLHF/data annotation.
E-commerce
Composable storefronts and marketplaces
From D2C launches to multi-vendor marketplaces, we build the shoppers' stack.
Hospitality
Guest experience platforms
Booking flows, concierge apps, loyalty layers integrated with your PMS.
Delivery
Food & grocery logistics
Ordering, batching, and courier ops plus white-label consumer apps.
Local services
Vendors and event services
Marketplace infra for weddings, home services, and regional vendors.
AI/ML
Gen AI, MLOps, and RLHF
Model-enabled products, data science, MLOps, and structured RLHF/annotation pods for production workloads.
Proof
Numbers that tell the story
Proof from private deployments while we prep public case studies.
48
Products shipped
160+
Active experts
7 days avg
Team assembly
68
Client NPS
Hybrid squads clients keep rebooking
Client sponsors and experts tell the story until case studies go live.
“Neumog plugged senior Android + product ops talent into our team inside a week and carried us through launch.”
Priya Ananth
COO, stealth delivery startup
“As part of the expert collective I get to work with Neumog's product leads who already have the answers stakeholders need.”
Vikram Aditya
Senior Full-stack Engineer
“They feel more like a partner than a vendor managed, opinionated, transparent.”
Anvesh Sharma
CTO, hospitality chain
“We needed deep domain expertise and Al-driven personalization. Neumog assembled a blended team faster than we could open reqs.”
Dina Rahman
Head of Product, retail collective
Process
How we can help you
Clear steps to get your hybrid squad staffed, building, and shipping without losing context.
Share your product goals
We unpack desired outcomes, stack realities, and timeline pressure.
Design the hybrid team
Internal leads + the exact experts you need, mapped to delivery phases.
Build, launch, evolve
Ship increments with shared rituals, QA, and stakeholder demos.
Run & optimize
Keep core leads on retainer, rotate specialists as new needs emerge.
Remote-first core
Lean core team, enormous extended network
Your dedicated product leaders, plugged into every project.
Product Leadership
Owns roadmap, prioritization, and product outcomes.
Delivery Management
Drives execution, timelines, and delivery quality.
Design & Experience
Shapes user flows, prototypes, and validation.
Engineering Oversight
Ensures architecture, code quality, and security.
Insights
Some tips from our blog
Playbooks on hybrid product delivery, domain insights, and our RLHF roadmap.
Playbooks
Hybrid Squads: Accelerating Commerce Rebuilds
Discover how enterprise retailers leverage hybrid teams combining internal leadership with vetted external experts to accelerate digital commerce transformation, reduce risk, and maintain velocity in high-stakes rebuilds.
Read article →Hospitality
Elevating Hospitality with Seamless Digital Experiences
Explore strategies for mapping premium on-property guest experiences to intuitive digital interfaces, driving loyalty and operational efficiency for hospitality brands in a competitive landscape.
Read article →AI/ML
Bootstrapping RLHF Programs for Enterprise AI
A practical guide to rapidly launching Reinforcement Learning from Human Feedback (RLHF) initiatives, including best practices for assembling annotation pods, ensuring data quality, and preparing for scalable AI deployment.
Read article →FAQ
Questions we hear every week
If you need more detail, email hello@neumog.com
Ready?
Start your next product with Neumog
Tell us what you need to build and we will assemble the right hybrid squad in under a week.