Solis is liveExplore$1M seed memo
New launch: SolisSolis is live, mission control for ambitious AI teams.Explore Solis
$1M seed round closedSunray Labs AI has raised $1 million in first-round seed funding.Read the memo
Solutions
Architecture for theautonomous enterprise.
We don't sell chatbots. We engineer full-stack AI systems that integrate with your stack, reason over your data, and execute real work, deployed in your own environment.
- 3
- Core capability areas
- 14 days
- To first live agent
- 4
- Engagement phases
- 100%
- IP stays with you
01 · Capabilities
Three systems. One outcome each.
Every engagement starts from a business result, then picks the capability that delivers it.
Intelligent Agents
Customer & internal interfaces
Answer faster, sell more
Autonomous agents that handle complex natural-language queries, navigate UI contexts, and execute multi-step resolution logic without human intervention.
- 24/7 contextual support
- Sentiment analysis
- Multi-modal input (text and voice)
Process Autonomy
Self-driving operations
Run leaner, with fewer errors
End-to-end automation of rigid corporate workflows. From invoice processing to supply chain routing, we replace brittle scripts with resilient pipelines.
- Automatic reconciliation
- Dynamic resource routing
- Exception handling
Decision Engines
Predictive strategy
Decide earlier, with evidence
Your historical data turned into forecasts, pricing strategy, and outcome simulations, before the decision has to be made.
- Predictive analytics
- Scenario modelling
- Real-time optimisation
02 · Platform
The Sunray ecosystem. Four engines.
Productised building blocks we reuse across engagements, so you start from proven components.
EnTX
Intelligence Exchange
Unifies fragmented data streams into a single, high-velocity knowledge graph for the enterprise.
EndowX
Capital Intelligence
Predictive financial modelling that continuously forecasts outcomes to protect margins.
CyneX
Creative Velocity
Generative content production at scale while holding strict brand fidelity.
AutopilotX
Business Operations
Autonomous agents that run complex multi-step workflows end to end.
03 · Industries
Domain-aware, not generic.
Where we focus our models and playbooks. Target outcomes are the goals we design toward, not guarantees.
Finance
Fraud detection, automated compliance reporting, and algorithmic decision support.
Alpha and risk
Healthcare
Diagnostic assistance, patient triage automation, and research acceleration.
Faster triage
Manufacturing
Computer-vision quality control, predictive maintenance, and process automation.
Fewer defects
Logistics
Route optimisation, inventory forecasting, and autonomous supply-chain dispatch.
Lower fuel and idle cost
04 · Engagement model
From audit to autonomy in four steps.
A structured path that keeps velocity without chaos. Indicative timeline; your scope sets the real one.
Week 1
Step 01
Diagnostic audit
We map your data and workflows and identify the highest-value automation targets.
Week 3
Step 02
Proof of concept
A limited-scope agent validates the approach and demonstrates return before you scale.
Week 6
Step 03
Pilot deployment
Live testing in your production environment with human-in-the-loop guardrails.
Week 12
Step 04
Full-scale rollout
Organisation-wide deployment, with monitoring and a continuous-improvement loop.
05 · Scale
Intelligence at every scale.
Whether you're automating a single shop or a global network, the engagement adapts to your velocity, security needs and data complexity.
Boutique
Solo teams and small businesses
Lean teams that need to clone their best admin. Agents in a box for scheduling, basic support and light inventory sync.
Ideal for: Agencies, retail, consultants
- Voice and text capture
- Automated calendar booking
- 24/7 WhatsApp / SMS receptionist
- Review and reputation monitoring
Growth
Mid-market scaling
Organisations hitting the complexity wall. We replace brittle automation glue with robust, self-healing operational pipelines.
Ideal for: Series A-C startups, regional chains
- Invoice processing (OCR)
- Predictive inventory and logistics
- Automated candidate screening
- Dynamic pricing engines
Enterprise
Large and regulated organisations
Private, fine-tuned models deployed in your VPC so data never leaves your perimeter.
Ideal for: Multinationals, regulated industries
- Private VPC deployment (AWS / Azure)
- Custom model fine-tuning
- Supply-chain automation
- Compliance-ready architecture
06 · Under the hood
Four layers. Vendor-neutral.
The Sunray core stack, designed so no single provider can lock you in.
Layer 01
Vector Intelligence
High-dimensional embeddings let agents understand context, hold memory, and relate pieces of your proprietary data.
Layer 02
Inference & Reasoning
A mix of frontier models (GPT-4o, Claude) and fine-tuned open-source models (Llama, Mistral), chosen per task for cost and quality.
Layer 03
Protocol Integration
Agents connect directly to your ERP, CRM and internal APIs through secure, authenticated middleware.
Layer 04
Sovereign Security
Encryption in transit and at rest, a compliance-ready architecture, and private-VPC deployment options. Your data never trains public models.
07 · Integrations
We don't replace your stack. We connect it.
Agents act as connective tissue between siloed applications, reading from and writing to the systems you already run. Names below are platforms we build against.
Enterprise core
- SAP
- Oracle
- Microsoft Dynamics
- Workday
Customer data
- Salesforce
- HubSpot
- Zendesk
- Intercom
Cloud infrastructure
- AWS
- Google Cloud
- Azure
- Snowflake
Communication
- Slack
- Microsoft Teams
- Zoom
- Twilio