AI-enabled growth for technology companies
Ship AI-native product faster with a named squad and the talent bench to scale it.
- ~5 months
- Prototype to production release
- Weeks
- Engineer onboarding
- 100%
- Code and models handed over
What we see in technology.
Product teams do not lose to competitors; they lose to their own delivery capacity. We add the engineering and AI depth to move a funded roadmap into production, and the talent bench to keep it moving.
AI in production, not in slides
Retrieval, agents and evaluation built to survive real data and real load.
Capacity without a hiring freeze risk
Named squads and contract engineers that scale up and down with the roadmap.
Cost you can defend
Cloud and licence spend mapped to features, so unit economics have an owner.
What leaders tell us is not working.
Roadmap outruns engineering capacity
Funded features sit in the backlog while hiring cycles run 90+ days.
AI features stuck at prototype
Demos impress, but nothing survives contact with production data or scale.
Rising cloud and licence spend
Infrastructure grows faster than revenue and nobody owns the unit economics.
How we solve it.
Product engineering squads
A named delivery team — engineering, QA and delivery lead — shipping against your roadmap.
- Web and API engineering
- Cloud-native architecture
- Release and QA automation
AI and data platforms
RAG, agentic workflows and evaluation harnesses wired into your own data.
- Retrieval and vector search
- Agent orchestration
- Evaluation and guardrails
Talent bench
Vetted engineers onboarded in weeks under contract or EOR.
- Contract and contract-to-hire
- Cross-border compliance
- Replacement cover
The practices that deliver this work.
What we build and run with.
Platforms and tools
- React
- Node.js
- Python
- LangChain
- Azure
- AWS
- Postgres
- Kubernetes
What good looks like.
- ~5 months
- Prototype to production release
For an AI work-OS built with an India-based squad.
- Weeks
- Engineer onboarding
Instead of 90+ day direct-hire cycles.
- 100%
- Code and models handed over
Your repositories, your cloud accounts.
Where we deliver this.
- USA
- UK
- India
Proof from comparable engagements.
How we think about this work.
Take the detail with you.
Lucidspire company profile
Capabilities, delivery model and engagement options in one document.
Questions we are asked first.
Ready to move on this?
Talk to us
Share your technology brief
Tell us the outcome you need. We will come back with the approach, the shape of the team and the timeline.
Talk to us