Services

AI systems that do the data work your team is doing manually.

I build fully custom-coded, production-ready systems that help teams collect, search, analyze, process, and act on their business data.

Services

Focused AI systems built around your data sources, workflows, and business use case.

Reliability is part of the build. Every AI system ships with test questions, evaluation checks, and accuracy reporting before launch.

Duration from: one week

Web Data Extraction Sprint

For teams that need clean structured data from websites, directories, competitors, marketplaces, or public sources.

What you get:

  • Source mapping
  • Deep web research
  • Scraping or crawling pipeline
  • AI extraction when needed
  • Structured output to CSV, Google Sheets, Airtable, database, or API
  • Validation and cleanup
  • Short documentation

Best for: Lead databases, competitor research, market maps, directory extraction, and repeatable research workflows.

Duration from: two weeks

AI Knowledge Assistant Sprint

For teams that want to search and ask questions from docs, SOPs, PDFs, websites, manuals, FAQs, or internal knowledge.

What you get:

  • Document and website ingestion
  • Chunking and metadata preparation
  • Vector or hybrid search
  • Chat interface
  • Answers with sources
  • Basic test questions and evaluation
  • Deployment handoff

Best for: Internal knowledge bases, customer support knowledge, documentation search, SOP assistants, and company information assistants.

Duration from: two weeks

AI Analytics Assistant Sprint

For teams that want to ask questions from databases, excel, dashboards, or internal records in plain English.

What you get:

  • Database/schema review
  • Read-only query flow
  • SQL generation and validation
  • Answer formatting
  • Tables/charts/diagrams
  • Query logging
  • Simple chat interface

Best for: SaaS metrics, operations data, finance records, customer data, product analytics, and internal reporting.

Need something custom?

The services above are the most common starting points. If your use case does not fit neatly into one of them, you can still send it over.

I can build custom-coded AI tools around your data, workflows, internal processes, APIs, dashboards, documents, or research tasks, as long as there is a clear business outcome and a real system to build.

  • Internal AI tools
  • Workflow automation systems
  • Research and monitoring tools
  • Data processing pipelines
  • Custom dashboards or interfaces
  • AI-assisted review and approval flows
  • Self-hosted/private AI models for sensitive data
  • Integrations between existing tools

Pricing

Pricing is scoped after I understand the data sources, integrations, interface complexity, and deployment requirements.

Hosting, LLM/API usage, proxies, and third-party tools are billed separately when needed.

Payment structure: Smaller builds are usually split around project start and handoff. Larger builds use milestone-based payment.

Not sure what to build first?

Start with a focused AI Systems Audit.

  • Strategy call or async workflow review
  • Review of your data, workflows, and bottlenecks
  • Realistic AI system opportunities
  • Recommended first build
  • Rough scope and cost estimate
Start with an audit