Implementation-first services

We build things that run in production, not slide decks. Every engagement ends with working software your team owns and can operate.

01

Rapid Capability Sprint

60–90 days to a demoable, production-ready workflow. We pick one high-value use case, define acceptance criteria, build a vertical slice, and deliver the full production package: code, docs, and runbook.

  • Use case selection and scoping
  • Acceptance criteria and success metrics
  • Working prototype in 2–4 weeks
  • Production-ready delivery with documentation
  • Handoff to your team with a runbook
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02

Agentic Workflows

Multi-step AI agents that act, decide, and hand off. Connected to your tools, APIs, and data. We design agent architectures with human-in-the-loop checkpoints, retry logic, and full observability so they're trustworthy in production.

  • Agent architecture design and scoping
  • Tool and API integration for agent actions
  • Human-in-the-loop checkpoints and escalation
  • Retry logic and failure handling
  • Logging, tracing, and observability
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03

Integration + Automation

Connect AI to the systems your team already uses. APIs, data pipelines, tool-connected actions, and structured outputs that reduce manual work and fit inside your existing stack.

  • ERP, WMS, and TMS integrations
  • API design and data pipeline work
  • Structured output formatting
  • Automated exception handling
  • Event-driven and scheduled workflows
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04

Governance + Guardrails

AI that your security and compliance teams can approve. We build safe input/output patterns, policy templates, logging, observability, and quality checks so you can operate with confidence.

  • Safe prompt and input pattern design
  • Output validation and quality checks
  • Logging and observability setup
  • Policy and approval templates
  • Human-in-the-loop escalation paths
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05

Enablement

Adoption doesn't happen automatically. We build playbooks, run training, and establish a weekly operating cadence so your team owns the workflow after we leave.

  • Workflow playbooks and SOPs
  • Team training and onboarding
  • Weekly operating cadence setup
  • Escalation and exception guides
  • Post-launch iteration support
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Ready to start?

Email us and we'll reply with a few intake questions and a suggested first win.

Book a call

Or email us: hello@bigupshift.com