Agents that triage, route, sync, and execute under clear guardrails — replacing repetitive manual work without removing humans.
Classify, enrich, and route inbound tickets, requests, and leads to the right place.
Sync records across CRM, billing, support, and other tools — with conflict handling.
Run playbooks for onboarding, incidents, and recurring operational tasks.
Generate updates and summaries from data spread across multiple tools.
Per-tool allowlists and explicit action contracts — no “agent does anything” surprises.
Risky or irreversible steps pause for approval; routine ones run quietly.
Durable state so agents resume cleanly and don't redo work.
Full trace of inputs, decisions, tool calls, and outputs for every run.
Agents touch real systems. They need careful integration, observability, and operational discipline — not just clever prompts.
Agent architecture, planning loops, tool design, and evaluation.
Wiring up tools, APIs, queues, and event streams the agent acts on.
Reliable deployment, monitoring, and on-call coverage for autonomous runs.
Ongoing tuning, incident response, and continuous improvement after go-live.
Find one high-volume, well-defined workflow that's costing real time.
Run an agent on real tools for a bounded scope — measured, not magic.
Add allowlists, human approvals, monitoring, and rollback paths.
Expand to adjacent workflows once trust and reliability are proven.
Context-aware assistants embedded in your products and internal tools.
RAGRetrieval-augmented assistants that surface answers grounded in your content.
AutomationWorkflows that replace repetitive manual steps with AI-enhanced orchestration.
Pick the noisiest workflow. We'll come back with what an agent can plausibly handle — and what should stay human.
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