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Services

AI, data and automation services

Seven services built for production by one founder-led team. Each engagement starts from the workflow you run today and ends with a system your team can operate, monitor and trust.

AI systems

Agents and reporting that act on your data, with guardrails and human review.

AI Agent Development

Autonomous agents that reason, call tools, and complete production workflows.

  • Multi-step agent workflows for support, research and operations
  • Tool access across your APIs, documents and internal systems
  • Human review, audit trails and fallbacks for sensitive actions

Typical stack

  • LangGraph
  • CrewAI
  • OpenAI Agents SDK
  • MCP
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Agentic BI Reporting

Governed LangGraph BI agents with semantic layers, validators, evals, and Slack delivery.

  • A governed semantic layer that agents query instead of ad hoc SQL
  • SQL validated before it runs, with an audit trail for every answer
  • Reports and alerts delivered to Slack or email on schedule

Typical stack

  • LangGraph
  • dbt metrics
  • BigQuery
  • Snowflake
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Data engineering

Pipelines, platforms and web data your team can trust.

Data Pipeline Development

Scalable ETL/ELT pipelines with Airflow, dbt, and Kafka. Ship in 2 to 6 weeks.

  • Production-grade ETL, ELT and streaming pipelines
  • Exactly-once loads, dead-letter queues and audit trails
  • Owned SLAs and monitoring, shipped in 2 to 6 weeks

Typical stack

  • Airflow
  • dbt
  • BigQuery
  • Kafka
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Data Platform Modernization

Modernize legacy data platforms with staged migration, dbt modeling, and AI-ready architecture.

  • A workflow-mapped audit of the legacy platform
  • Staged migration slices instead of a risky full rewrite
  • dbt models, orchestration upgrades and durable data contracts

Typical stack

  • dbt
  • Airflow
  • BigQuery
  • Snowflake
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Web Scraping & Automation

Playwright-first scraping runtimes with proxies, validators, monitoring, and warehouse delivery.

  • Playwright browser pools with proxy rotation
  • Schema validators, retries and dead-letter queues
  • Clean data landed in your warehouse on a recurring SLA

Typical stack

  • Playwright
  • Selenium
  • Python
  • BigQuery
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Cloud and operations

Lower cloud bills and steady, well-run infrastructure.

Cloud Cost Optimization

Cut AWS, GCP, Azure bills 20–60% with workflow-mapped auditing, right-sizing, and guardrails.

  • Spend audits mapped to each workload and team
  • Right-sizing, savings plans and cleanup of idle resources
  • Tagging, alerts and a monthly review that keep savings in place

Typical stack

  • AWS
  • GCP
  • Azure
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Managed Web Infrastructure

Deployment, maintenance, upgrades, and website operations in customer-controlled accounts.

  • Domain and DNS configuration
  • Hosting deployment, SSL and business email setup
  • Backups, maintenance, upgrades and performance optimization

Typical stack

  • Cloudflare
  • Vercel
  • AWS
  • WordPress
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How engagements work

From the first call to a system in production

Every service follows the same path, so you always know what comes next.

  1. Free 30-minute consultation

    We review your workflow, stack and bottleneck. You leave with a clear go or no-go, including when another tool fits better.

  2. Strategy sprint

    A workflow audit, architecture direction and delivery estimate before you commit to a bigger build.

  3. Production build

    End-to-end delivery with testing, deployment, documentation and a 30-day optimization window.

  4. Embedded partner

    Ongoing senior support for tuning, monitoring, incidents and the next workflow.

See engagement options and pricing

Projects delivered
150+
Upwork rating from 71 reviews
5.0
Countries served
15+
Years of development experience
5+

Not sure which service fits?

Describe the workflow in a 30-minute call. We will tell you which service fits, or whether you need us at all.