AI & Data Systems Consultancy
ByteWave
Intelligence
We design agentic systems, data pipelines, and migration strategies that keep your teams shipping.
What we build
Agentic AI Systems
Autonomous agents, tool use, and orchestration that turn prompts into production workflows.
Learn moreData Platforms
Lakehouses, streaming pipelines, and governance for real-time, reliable data.
Learn moreCloud Migration
Zero-downtime moves, refactoring, and cost optimization across AWS, Azure, GCP.
Learn more
Agentic systems
We build agents that plan, remember, and call tools—without losing human oversight.
Dataflow Platform
Ingest, transform, and serve data with contracts, lineage, and governance built in.
Migration at Scale
Move workloads with minimal downtime, strong rollback plans, and clear cost controls.
MLOps Lifecycle
From experiment to production—reproducible, monitored, and compliant.
Architecture Principles
We design for change: modular, observable, and secure by default.
Results across industries
Fraud Detection
Real-time scoring reduced fraud losses by 34% in 90 days.
Demand Forecasting
Inventory accuracy improved by 28% with weekly retraining.
Customer Support
Agent assist cut average handle time by 19%.
Engagement Models
Flexible ways to work with us.
Discovery Sprint
2–4 weeks; roadmap, risks, and a build plan.
- Architecture review Risk assessment Build plan
Build & Ship
End-to-end delivery with weekly demos.
- Full development Weekly demos Documentation
Team Augmentation
Embedded engineers and leads.
- Senior engineers Tech leads Knowledge transfer
Team & Delivery
Small senior teams, clear communication, and documented decisions.
FAQ
Yes, we design hybrid and multi-cloud architectures. Our teams have deep experience with AWS, Azure, GCP, and on-premises infrastructure. We help you choose the right mix for your workloads, compliance requirements, and cost constraints.
Migration timelines vary based on scope and complexity. A single workload might take 2-4 weeks, while enterprise-wide migrations can span 6-18 months. We always start with a discovery sprint to map dependencies and provide accurate timelines.
Agentic AI refers to systems that can plan, use tools, and take actions autonomously within guardrails. In practice, this means AI that doesn't just answer questions—it can query databases, trigger workflows, and make decisions with human oversight.
We focus on building and shipping systems rather than long-term management. However, we provide runbooks, monitoring setups, and knowledge transfer to ensure your team can operate what we build. We can also recommend managed service partners.
Security is built in from day one. We follow SOC 2, GDPR, and industry-specific frameworks. All code is reviewed, infrastructure is defined as code, and we implement least-privilege access, encryption at rest and in transit, and comprehensive audit logging.
Let's build your next system.
Tell us what you're shipping. We'll reply within 2 business days.