Audit the flow
We map lead sources, systems, and failure modes. Fields, owners, SLAs, dedupe rules, and what "good" looks like.
We connect LLMs to your tools and data, then ship the reliability layer: evaluations, observability, permissions, and safe fallbacks.
Connect CRMs, ticketing, databases, and internal APIs with audited actions.
Evaluations, logging, and monitoring so performance does not drift silently.
Redaction, least privilege, and safe fallbacks for high-stakes workflows.
Integrations fail in the gaps. We ship with guardrails: retries, dedupe, validation, and observability from day one.
We map lead sources, systems, and failure modes. Fields, owners, SLAs, dedupe rules, and what "good" looks like.
We implement pipelines, webhooks, retries, and monitoring. Make/Zapier when it fits, direct APIs when it must.
We add validation, dashboards, and runbooks so leads do not drop silently and teams can trust the data.