The operations layer for AI data
We run the operations that make AI data possible.
Strive plans, coordinates, and oversees real-world data pipelines — collection, annotation, QA, and delivery — running the system that produces clean, model-ready datasets at scale.
We don’t just collect data. We run the system that produces it.
An AI data operations infrastructure layer that ensures reliable execution of real-world data pipelines at scale.
- 01Plan
Design the data workflow with your team: setups, formats, QA criteria.
- 02Coordinate
Mobilize and manage field teams, vendors, and on-ground execution.
- 03Oversee
Run real-world collection and annotation with QA enforced at every stage.
- 04Deliver
Hand off clean, structured, model-ready datasets.
- 0+
- hours operated
- Ego + Exo
- first- & third-person
- Multi-camera
- synced rigs
- Bengaluru
- operated on the ground
Real-world data, operated with informed consent and in line with India’s DPDP Act.
Struggling to run reliable data operations? Let’s talk.
Book a callWho we are
Strive was founded by Eshan Alam and Gul Mohammed. Together we ran an 11,000-hour egocentric/exocentric data operation end to end, on the ground in Bengaluru — coordinating field teams, managing device deployment and inventory, resolving on-ground issues live, and enforcing quality across formats.
We’ve operated data pipelines at scale in the real world — so your team doesn’t have to.
Beyond data
The same operational engine that sources, coordinates, and manages field teams also powers staffing, retail, and digital services.
Promoter deployment
Trained, managed field promoters deployed at scale.
Visual merchandising & branding
In-store presence, displays, and brand execution.
Omnistaffing
On-demand staffing sourced, trained, and managed end to end.
Web development
Fast, modern websites and web apps.
App development
Native and cross-platform mobile builds.
Digital marketing
Performance campaigns, content, and growth.
Let’s talk.
Building AI and struggling to run reliable data operations? Reach out.
Prefer email? hello@withstrive.in
Or write to us