Engagements we have taken to production.

Five projects across EdTech, consumer goods, HR technology, healthcare, and professional services. Each one shipped and running, described in plain terms: the challenge, what we did, and what changed.

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In production
90% lower cost per content unit
60,000 people served simultaneously
95% increase in content efficiency
5 industries, live in production
EdTech

AI agents at enterprise scale

TeamLease Education Foundation

  • 90% lower cost per content unit
  • 95% increase in content efficiency
  • Patent filed jointly with TeamLease

Challenge

A large EdTech and workforce enterprise needed AI that could generate course content and run live academic sessions reliably at population scale, while staying compliant with UGC guidelines.

What we did

Autonomix built and deployed multi-agent workflows for automated content generation and live academic sessions, grounded in TeamLease’s own curriculum via retrieval-augmented generation over a vector store. Agents were embedded into existing operations and built to scale toward 50,000 daily users.

Consumer goods

A WhatsApp AI assistant, live under campaign load

A leading global lubricants brand

  • 60,000 people served simultaneously
  • POC → prod converted to a monthly engagement

Challenge

The client wanted an always-on WhatsApp assistant to handle high-volume customer interactions during national campaigns, without a call-centre headcount spike.

What we did

A WhatsApp AI assistant was designed and shipped, integrating the WhatsApp Business API with multi-LLM responses grounded in the client’s product and support content. A focused proof of concept was validated under real customer traffic, then moved into a recurring monthly production engagement.

HR technology

An AI HR platform, built for scale

OneBenefits

  • 3 modules shipped end to end
  • Ahead of schedule across all sprints

Challenge

An HR and benefits startup needed to go from prototype to a real, multi-tenant SaaS product without cutting corners on security or integrations.

What we did

OneBenefits was built with benefits enrollment, eligibility logic, and admin dashboards, layering in multi-tenancy, SSO, and HRIS integration from the start. Sprint-based delivery kept a working product at every checkpoint.

Healthcare

AI built into a surgical collaboration platform

Surgi.Link

  • Live AI capabilities in production
  • Clinical platform ready for deployment

Challenge

Surgi.Link needed to build AI capabilities into their surgical collaboration platform without compromising the compliance and reliability standards required in a clinical environment.

What we did

Autonomix scoped and delivered AI agent functionality integrated directly into the Surgi.Link platform, with security and compliance treated as first-order constraints. HIPAA-aligned architecture from day one.

Professional services

An AI-powered business strategy platform

Golden Coast Strategies

  • Faster time per client deliverable
  • +Capacity without additional headcount

Challenge

Golden Coast Strategies needed AI in their strategy and advisory workflows to improve the speed and consistency of client deliverables.

What we did

Autonomix designed and built AI agent workflows for research, synthesis, and document generation inside the Golden Coast advisory process, integrated into existing tools with minimal disruption.

What our clients say.

This is fantastic. The Award Wizard going live with the Enhance and Review feature is going to be a game-changer. It will not only save a lot of time but also take the pressure off when it comes to drafting strong citations.
Apoorv Aphale Marketing Manager, TeamLease Edtech
Autonomix has been fantastic in keeping momentum across sprints. With core modules like benefits enrollment, eligibility logic, and admin dashboards coming together, we are already tracking ahead of schedule.
Anup Yanamandra Founder, OneBenefits
I really appreciate how well our collaboration has been going and look forward to bringing our shared vision to reality together, building something that genuinely changes how ventures are built and scaled.
Christoph Gruber Chief Venture Officer, Factory Berlin
My thanks to the Autonomix team for a great meeting. The Roller POS integration into Samsung VXT worked like a charm. The team and I learned a lot and are excited about the forward momentum.
VP of Product Development, Cielo Vision
We built PitchLynk because we had seen too many great ideas die in the fundraising gap. AI changes that equation. Turning that into a product people actually trust, one that lives on their phone, handles sensitive deal flow, and genuinely changes how fundraising works, that is where execution has to match ambition. With Autonomix, it did.
Board Member, PitchLynk

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