About Cubic AI
A small, technically strong, execution-focused team.
We started Cubic AI with a direct conviction: AI becomes truly valuable only when it is forward-deployed directly into the live operational workflows of real businesses.
The Story & Mission
Why we chose Forward-Deployed Engineering.
Too many businesses are burnt out by AI agencies that deliver shiny slides and isolated prototypes that stall within weeks because no one integrated them with frontline operations.
We don't consider ourselves a generic software agency, marketing shop, or ivory-tower research lab.
In traditional software development, companies hire consultants who write 100-page requirement documents, hand them off to junior offshore teams, and return months later with systems that frontline staff refuse to use.
In modern AI, the problem is even worse: thousands of "AI agencies" wrap OpenAI APIs with generic chat boxes, declare victory in a slide deck, and leave the client with zero data integration, no guardrails, and no measurable business ROI.
Forward-Deployed Engineering flips that equation upside down:
- We embed where the friction is: Sitting with operators, doctors, technicians, and support staff to observe daily bottlenecks.
- We prototype in days, not quarters: Functional sandboxes running on real anonymized business records.
- We integrate directly: Connecting via webhooks, PostgreSQL, CRMs, and messaging channels without requiring new logins.
- We productize what works: Transferring ownership, code, and documentation to the internal client team.
Why Cubic AI exists
AI should not be confined to one industry.
We want to explore different fields, understand their real-world knowledge and workflows, and apply AI where it can create meaningful value. We are a small team, so we work directly with the problem from first conversation to working prototype.
Practical
Build around actual problems, constraints and the people doing the work.
Curious
Learn each domain properly before deciding where AI belongs.
Human
Keep systems clear, useful and easy to hand back to a person.
Honest
Label prototypes, pilots and explorations for what they are.
Hands-on Leadership
A small engineering team building practical AI systems.
We are building Cubic AI around a simple belief: AI becomes valuable when it works inside the way a business actually operates. When you work with us, you work directly with engineers who write the code and map the workflows.
Hariharasamy M
AI / EngineeringFocuses on AI architecture, agentic systems, retrieval grounding, and production deployment into messy enterprise workflows.
Sivasankaran K
Business / GrowthFocuses on operational workflow diagnosis, business bottlenecks, domain stakeholder alignment, and deployment value measurement.
Speak directly with the engineers building your system.
No account executives. No sales intermediaries. You discuss your workflow directly with our core engineering leads.