Doc grounding
Hybrid retrieval over your docs, prior tickets, and policy with cited answers.
Resolve 70% of tickets without a human.
Tier-1 support across web, app, and email - grounded in your docs and ticket history, with one-tap human handoff and quality-graded answers.
Hybrid retrieval over your docs, prior tickets, and policy with cited answers.
Smart triage and one-tap handoff with full context for the human agent.
Continuous evals on accuracy, escalation rate, and CSAT.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
Align on data, integrations, and policy. Calibrate the eval golden set.
Wire integrations, configure tools, and stand up the runtime in your cloud.
Shadow on live traffic, ramp on evals, and ship to production with rollback.
We design for handoff. The agent recognises uncertainty and routes the 30% of cases that actually need a human.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
An honest view of what your team has already vibe-coded and what it needs to survive production.
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
Reserve a 60-minute working session with a senior AI engineer and practice lead.