Approach
Simple on purpose. Designed for fast approvals and reliable runs.
We build only what’s needed, keep dependencies lean, document everything, and deploy inside your cloud so governance is straightforward.
Principles
- Minimum viable dependency stack.
- Jobs as code with version control.
- Deterministic outputs and repeatability.
- Guardrails before cleverness.
- Documentation and runbooks from day one.
Delivery rhythm
- Discovery: map current steps, data sources, controls, and risks.
- Design: define inputs, outputs, validations, guardrails, and metrics.
- Build: code, templates, and infra as code inside your tenancy.
- Pilot: run with logging, evidence, and exception handling.
- Handover: runbooks, dashboards, on-call notes, and walkthrough.
Artifacts you receive
- Design doc with data flow and controls.
- Repo with jobs/agents, tests, and templates.
- IAM map, environment variables, deployment steps.
- Runbooks and evidence capture pattern.
- Rollback and change process.
Stack selection
We default to boring, dependable tools. Cloud-native where possible, containers where helpful, minimal libraries everywhere.
- Serverless (Lambda/Cloud Functions) or small containers for predictable operations.
- Python for data/Excel logic; TypeScript where event handling fits.
- Queue + object storage + secrets manager; no heavy control plane.
Guardrails for agents
- Approved tools/actions list with logging.
- Dataset scoping and access controls.
- Prompt and policy bundles checked into repo.
- Observation logging with redaction where needed.
- Human-in-loop for sensitive steps.
Documentation-first
Every workflow ships with the explanations auditors and successors need.
- Runbooks: triggers, dependencies, playbooks for failures.
- Data dictionary and validation rules.
- Service ownership and contact paths.
- Change log and deployment checklist.
Visibility
- Structured logging with correlation IDs.
- Dashboards or simple status pages as needed.
- Alert routes to Slack/Teams/email.
Want a lean design doc before building?
We can scope the workflow, propose guardrails, and outline deployment in your cloud before any code ships.