Capabilities

Systems that think, integrate, and execute. Each capability is engineered to compound into one operating layer for your business.

From ideas to operating systems.

We build the connective tissue across AI, data, automation, and infrastructure so your business acts intelligently — in real time.

AI + ML

Intelligence that adapts

Context-aware agents and models that understand goals, reason over data, and execute within guardrails.

  • • Voice + chat agents with human-detection and escalation
  • • Retrieval-augmented generation over your private data
  • • Fine-tuned task models with evaluation harnesses
  • • Safety, guardrails, and audit trails by design
AI capabilities
Data integration
Data Integration

One source of truth

Consolidate scattered systems into a reliable data layer: clean, governed, and ready for action.

  • • ETL/ELT pipelines and event streaming
  • • Warehouse + lakehouse architecture
  • • Entity resolution and governance
  • • Metrics layer & observability
Automation Architecture

Work that runs itself

Orchestrated workflows that coordinate agents, APIs, and humans — with SLAs and full auditability.

  • • n8n orchestration & job queues
  • • Human-in-the-loop checkpoints
  • • Idempotent, resilient patterns
  • • Runbooks and incident playbooks
Automation
Infrastructure design
Infrastructure Design

Built to scale safely

Cloud-native foundations with security, reliability, and cost control as first principles.

  • • Network & identity architecture
  • • Secrets, key rotation, least privilege
  • • CI/CD, testing, and SRE practices
  • • Logs, metrics, tracing, and alerts
API Development

Interfaces that connect

Robust, versioned APIs that expose your capabilities cleanly and securely — internally and externally.

  • • REST/GraphQL with auth & quotas
  • • Webhooks, events, and contracts
  • • Backward-compatible versioning
  • • Developer docs and sandboxes
API development
Predictive systems
Predictive Systems

Know what’s next

Forecasting and decisioning that update continuously, so your operations stay two steps ahead.

  • • Demand and risk forecasting
  • • Next-best-action decisioning
  • • Experimentation frameworks
  • • Closed-loop learning systems

Assemble your operating layer

Pick one capability or deploy the full stack. We’ll design a roadmap that moves from quick wins to durable systems.