23% of turns were disengaging — Cait only found out after each conversation ended. State inference now runs live and adjusts mid-turn.
An AI financial guidance platform helping employees navigate high-stakes decisions on debt payoff, savings, retirement, and benefits, delivered through employer benefit programs.
Cait, the company's AI financial planner, could only be evaluated after each conversation ended, with no way to steer toward resolution while still...
“LangSmith closes the loop; traces become state-aware eval data, eval data becomes prompt-policy experiments, and production monitoring tells us whether the policy changed the trajectory.”
Student loan debt management and financial wellness platform.
Framework and developer platform for building LLM-powered applications.
Candidly's Conversation steering is part of this use case:
Related implementations across industries and use cases
Legacy models crashed at 1M tokens. Bankers now use a single AI agent to process 100M+ token deals and build custom skills without code.
Dense API docs bottlenecked non-technical users. Now, Claude builds fully configured voice agents from simple plain-text requests.
Engineers relied on manual QA and user emails to catch chatbot errors. Automated tracing now flags poor thread-level interactions.
Novices were too embarrassed to ask basics publicly. Private AI agents now answer instantly, cutting response times from 10s to near-zero.
Strict rules blocked conversational mobile banking. Now, generative AI instantly calculates complex FX rates and repayment fees.
Analyzing 200-page reports took senior reps hours. Now, AI extracts key insights, empowering any sales rep to build tailored client decks.
Minor compliance updates once forced full video reshoots. Now, course creators generate and edit AI avatar videos directly from text.
On-premise systems, dispersed and brittle, bottlenecked every release. AI agents now run routine dev steps — hours cut to minutes.
A mistranslated word could derail global R&D projects. Now, researchers instantly refine technical papers & communicate seamlessly across languages.
23% of turns were disengaging — Cait only found out after each conversation ended. State inference now runs live and adjusts mid-turn.
An AI financial guidance platform helping employees navigate high-stakes decisions on debt payoff, savings, retirement, and benefits, delivered through employer benefit programs.
Cait, the company's AI financial planner, could only be evaluated after each conversation ended, with no way to steer toward resolution while still...
“LangSmith closes the loop; traces become state-aware eval data, eval data becomes prompt-policy experiments, and production monitoring tells us whether the policy changed the trajectory.”
Student loan debt management and financial wellness platform.
Framework and developer platform for building LLM-powered applications.
Candidly's Conversation steering is part of this use case:
Related implementations across industries and use cases
Legacy models crashed at 1M tokens. Bankers now use a single AI agent to process 100M+ token deals and build custom skills without code.
Dense API docs bottlenecked non-technical users. Now, Claude builds fully configured voice agents from simple plain-text requests.
Engineers relied on manual QA and user emails to catch chatbot errors. Automated tracing now flags poor thread-level interactions.
Novices were too embarrassed to ask basics publicly. Private AI agents now answer instantly, cutting response times from 10s to near-zero.
Strict rules blocked conversational mobile banking. Now, generative AI instantly calculates complex FX rates and repayment fees.
Analyzing 200-page reports took senior reps hours. Now, AI extracts key insights, empowering any sales rep to build tailored client decks.
Minor compliance updates once forced full video reshoots. Now, course creators generate and edit AI avatar videos directly from text.
On-premise systems, dispersed and brittle, bottlenecked every release. AI agents now run routine dev steps — hours cut to minutes.
A mistranslated word could derail global R&D projects. Now, researchers instantly refine technical papers & communicate seamlessly across languages.