Capabilities

Capabilities.

Software, machine learning, and custom AI implementation, built on the systems and data an organization already runs.

01 / Data & Integration

Connecting systems and structuring what they produce.

Operational data sits across platforms and rarely arrives in a usable shape. We connect the systems, then turn documents, email, event streams, and public web sources into structured records that a model or a person can query.

  • System and data integration across CRM, ERP, and internal tools
  • Document and email parsing into structured records
  • Event stream and API pipelines with validation
  • Cross-platform ingestion of public social and media performance data
02 / Machine Learning & Forecasting

Predictive models on operational data.

Forecasts aimed at decisions already on the calendar: what to stock, what to staff, what to spend. Models are validated against history and documented so the team can keep running them.

  • Demand and capacity forecasting
  • Revenue, cash-flow, and scenario models
  • Reliability and failure prediction
  • Pricing and valuation modeling
Productized as CARC
03 / AI Systems

Custom LLM applications.

Language models pointed at one specific job inside a business, with the retrieval and evaluation steps that make the output usable. A person stays in the loop wherever the decision carries weight.

  • Conversational systems over internal knowledge
  • Document analysis and extraction at volume
  • Sentiment and topic extraction from open text
  • Content moderation and classification
  • Agents that run under human oversight
  • Engagement diagnostics and breakout detection on audience data
04 / Automation & Operations

Keeping the pipeline running after it ships.

A model earns its keep when it runs on schedule and the output reaches whoever acts on it. We build the orchestration, retries, and alerting around the work.

  • Scheduled data pipelines with monitoring and retries
  • Orchestration across internal and third-party services
  • Real-time messaging and notification systems
  • Internal dashboards and operational reporting