01
Acquire
Fill the pipeline without filling the calendar.
- AI lead qualification & research
- AI outbound & sales agents
- CRM automation
- Follow-up workflows
Company walkthrough · 2026
We build AI systems that run real businesses.
Sunray Labs AI designs, builds and deploys AI agents, intelligent automation and software products — from business problem to production. This is a guided walk through what we do, how we do it, and what we've shipped.
( 01 ) Who we are
Most AI stops at the demo.
We start where it ends.
Between a clever prototype and a system the business actually depends on lies the hard part: evaluation, monitoring, integration, oversight, ownership. That's the gap we exist to close.
Sunray Labs AI is a brand of MGPVR Technologies Private Limited. Every system is designed, built and deployed by our own engineering team, led by Sundeep V R.
Flip the switch → see what “production” adds.
The model callPrompt in, answer out. Impressive in a meeting.
EvaluationsRegression suites that catch drift before users do.EVAL
GuardrailsPolicy, permissions and safe failure modes.SAFE
Human oversightCheckpoints where people approve, correct and teach.HITL
Monitoring & auditEvery decision logged, traceable and alertable.OBS
IntegrationWired into your CRM, ERP, inbox and data — not beside them.SYS
OwnershipYour infrastructure, data, code and IP.YOURS
Demo · looks great on stage
14 daysfrom kickoff to a first live agent
100%of code, models and IP is yours
1 cloudyours: deployed in your private environment
( 02 ) The transformation
Same business.
Different physics.
Work in most companies waits: for a person, a queue, a handoff. Pick a function, then flip the switch to see how an AI system changes the flow.
- Waiting in queue
- 0
- Completed
- 0
- Avg. time to finish
- –
- Touched by people
- –
Work waits→Work flows
Items stop queuing for the next available person. Routine steps run in seconds, around the clock.
Knowledge in heads→Knowledge in the system
Rules, context and past decisions live in the workflow, so quality doesn't leave when people do.
Scale means hiring→Scale means deploying
Volume spikes are absorbed by software. People are reserved for judgement, exceptions and relationships.
( 03 ) What we do
Four outcomes.
One production bar.
We organise everything around what the business is trying to achieve. Tap a panel.
02
Operate
Take the repetitive work off human shoulders.
- Workflow automation
- Document processing
- Internal AI agents
- Support & back-office automation
03
Decide
Turn scattered data into confident decisions.
- AI research & business intelligence
- Forecasting & analytics
- Decision-support systems
- Internal knowledge systems
04
Build
Ship AI-native products, not AI wrappers.
- AI SaaS & AI-native applications
- Agentic systems
- Custom AI features
- AI product engineering
( 04 ) Flagship offering
The AI Systems Sprint.
One workflow, taken from first conversation to a system running in production — in five phases.
01Week 1
( 05 ) The product theatre
Seven products.
Live, not screenshots.
Everything on the stage is running. Pick a product — or use ← → — to see how it thinks.
( 06 ) Systems shipped
The archive.
Open any system.
Real engagements (client names confidential) and reference builds — representative architectures from our service tiers. Open a card to watch the system flow.
( 07 ) Under the hood
Vendor neutral.
Wired into everything.
We use the models and infrastructure that fit the problem, and connect to the systems you already run.
Sunraycore
Security by default
- AES-256 encryption
- Access controls & scoped permissions
- Private cloud / VPC options
- Contractual limits on training with client data
Engagement tiers
DaysWeeksQuarter
( 08 ) How we work
Six principles we
don't negotiate.
Research notes
( 09 ) Let's talk