Tenet AI vs LangSmith — Decision Compliance vs Prompt Evaluation
Tenet AI and LangSmith solve fundamentally different problems. LangSmith is a developer tool for evaluating LLM prompt quality and tracing. Tenet AI is a compliance infrastructure platform creating immutable audit trails for AI agents in regulated industries — built for auditors and risk teams, not just ML engineers.
What LangSmith Does
LangSmith provides LLM tracing, prompt evaluation, dataset curation, and testing pipelines. It is designed for ML engineers who need to iterate quickly on prompt quality and model behavior during development.
What Tenet AI Does
Tenet AI creates cryptographically immutable decision records, enables deterministic replay of past agent decisions, detects behavioral drift over time, and generates compliance-ready reports for EU AI Act, HIPAA, SOC 2, GDPR, and ISO 42001 auditors.
When to Choose Tenet AI
Choose Tenet AI when your agents operate in regulated industries, when you need audit trails that satisfy external regulators (not just internal QA), when decisions have legal or financial consequences, or when you need on-premise deployment inside your VPC.
When to Choose LangSmith
Choose LangSmith when your primary need is prompt iteration speed, dataset management for fine-tuning, or LLM evaluation benchmarks during pre-production development.