Agentic AI.
Done Right.
Your AI POC worked. Production didn't.
Three pillars of transformation
Proprietary methodologies, research-backed products, and strategic services — combined into comprehensive transformation programs.
Proprietary Methodologies
Frameworks you can't get elsewhere. ETL-C for context-first data processing. SARP for agent-ready data platforms. AgentOps for agent operations. Trust Maturity Model for assessment and roadmap.
Research-Backed Products
Built on Rotalabs open research. Guardian for AI reliability monitoring. Steer for runtime control. Eval for evaluation. Context Engine for ETL-C. AgentOps Platform for agent operations.
Strategic Services
Not just consultants — partners. Strategy and assessment. Architecture and design. Implementation and deployment. Training and enablement. Transformation programs.
"Enterprise AI isn't a technology problem. It's a trust problem."
Your Data Platform Wasn't Built for AI
AI agents query 100x more than humans. They need context, not just columns. Your warehouse was designed for dashboards — we make it agent-ready.
ETL-C Framework
Context-First Data Processing
Traditional ETL strips context. ETL-C preserves and enriches it — semantic understanding, contextual joins, adaptive pipelines.
SARP Framework
Agent-Ready Data Platforms
Prepare your data infrastructure for AI agent workloads. Semantic APIs, intelligent caching, governance — without ripping and replacing.
Context Engine
ETL-C as a Service
Managed platform for contextual joins, adaptive pipelines, and semantic data access. Reduce hallucination, improve AI accuracy.
Research-backed products
A complete platform for AI reliability and data intelligence. Monitor, control, verify, orchestrate, optimize, contextualize, and govern.
Guardian
AI reliability monitoring. Detect sandbagging, deception, and drift before they become incidents.
Steer
Runtime behavior control. Adjust model behavior in production without retraining.
Eval
Managed LLM evaluation. Rigorous testing at scale without the infrastructure burden.
Orchestrate
Multi-agent platform. Deploy agent systems with built-in verification and control.
Accelerate
Inference optimization. Reduce latency by 274x with speculative decoding.
Context Engine
ETL-C as a service. Contextual joins, adaptive pipelines, and semantic understanding.
AgentOps Platform
Agent operations for the enterprise. Registry, lifecycle, policy, observability.
From strategy to transformation
Expert guidance from the team that built the platform. From quick assessments to multi-year transformation programs.
All services →Strategy & Assessment
AI trust roadmap, ETL-C assessment, SARP readiness evaluation. Understand where you are and where you need to go.
Implementation
Deploy Rotascale products and methodologies in your environment. Integration, configuration, and go-live support.
Training & Enablement
ETL-C Practitioner, AgentOps Architect, AI Trust Engineering certifications. Build capabilities, not dependencies.
Transformation Programs
Multi-month strategic engagements. AI Trust Transformation, Agent-Ready Data Platform, Full AgentOps Implementation.
Proprietary frameworks
What makes Rotascale unique — frameworks you can't get elsewhere, developed through years of research and enterprise deployments.
ETL-C Framework
Extract, Transform, Load, Contextualize
Context-first data processing for the AI era. 40% faster integration, 3x AI accuracy improvement.
Learn more → PlatformSARP Framework
Agent-Ready Data Platforms
Prepare your data infrastructure for AI agent workloads. Incrementally, without ripping and replacing.
Learn more → OperationsAgentOps Framework
Agent Operations for the Enterprise
Identity, lifecycle, policy, observability, governance for AI agents at scale.
Learn more → MaturityTrust Maturity Model
Five Levels of AI Trust
Assess where you are, define where you need to be, build a roadmap to get there.
Learn more →Built for regulated enterprises
Trust infrastructure for industries where AI decisions have real consequences.
Financial Services
Trust infrastructure for AI in banking and capital markets. Compliance with MAS, OCC, and BCBS guidelines built in.
Explore →Insurance
From policyholder AI concierge to fraud detection that actually scales. Production-grade agentic AI for insurers.
Explore →Healthcare
Clinical decision support that clinicians trust. Patient-facing AI that's safe. HIPAA and FDA compliant.
Explore →Telecommunications
AI reliability for network operations, customer service automation, and fraud detection at carrier scale.
Explore →Government
Sovereign AI for citizen services. Transparent, equitable, and accountable — on approved infrastructure.
Explore →Ready to transform your AI & Data capabilities?
See how Rotascale methodologies, products, and services can accelerate your transformation.