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Resources

Guides, templates, and tools to help you evaluate, implement, and measure AI automation.

Guides

Golden sets, thresholds

Track your key metrics

Quarterly business review template

Discovery intake form template

Consent and disclosure script templates

Model swap procedure documentation

Cost telemetry specification

Audit-ready context capture that makes automation reproducible and improvable.

// Schema (minimum fields)

interaction_id, timestamp, channel, pathway

prompt_version, policy_version, model

retrieval_sources, citations

tool_calls, tool_outputs_summary

decision, confidence_score, risk_level

approval_required_flag, approver_id, final_outcome

duration_ms, model_cost_usd, infra_cost_usd

Decision Trace is included in all deployments for audit, debugging, and continuous improvement.

Start with a Readiness & ROI Sprint to get a workflow map, ROI model, and pilot scope.

MeldIQ

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Brickell, Miami, FL 33131

United States