Capabilities

The systems behind the ventures.

H2Op operates as a builder and operator across the technical surface area that AI ventures actually need — from cloud and data infrastructure to the growth systems that make them visible.

AI systems & automation

Agents, workflows, and orchestration that move LLM capabilities into reliable production. Tool use, retrieval, evaluation, observability.

· Agent and workflow design
· RAG and retrieval pipelines
· Voice / phone AI systems
· Evaluation and guardrails

Cloud & compute infrastructure

Production-grade deployments on Google Cloud and adjacent platforms. Infrastructure as code, security, cost, and reliability discipline.

· GCP architecture and operations
· Container and serverless workloads
· Networking, IAM, secrets
· Observability and cost control

Full-stack product engineering

End-to-end product builds — from schema design and APIs to web frontends and mobile-ready surfaces. Shipped by people who own the result.

· Backend services and APIs
· Web and dashboard frontends
· Auth, billing, integrations
· CI/CD and release engineering

SEO, AEO & entity visibility

Structured data, crawlable architecture, and entity clarity that hold up to both classical search and AI-mediated discovery.

· Organization and entity schema
· Technical SEO audits
· AEO and LLM-readiness
· Site architecture and indexing

Outbound & growth infrastructure

Cold-email infrastructure, deliverability monitoring, list curation, and lead-routing pipelines that operate at real volume.

· Sending domains and warmup
· SPF / DKIM / DMARC hygiene
· Campaign orchestration
· Engaged-lead tracking

Data pipelines & lead intelligence

Multi-source enrichment, scoring, and prioritization that turns raw data into ranked, actionable prospects and signals.

· Enrichment and deduplication
· Reasoning-based scoring
· ETL and warehouse design
· Vector and entity stores

Multidisciplinary engineering

Where the problem extends beyond software — optics, imaging, embedded systems, and automation — H2Op brings the engineering background to take the work seriously.

· Optics and imaging systems
· Embedded and firmware
· Automation and control
· Hardware / software integration

Need engineering execution on something serious?

H2Op takes on a small number of technical partnerships and operator engagements each year.

Work with H2Op