Agents that actually ship work.
A fleet of specialized agents — support, revenue, ops, finance — each with a defined role, scoped tools, evaluation gates and human escalation paths.
Workforce, not widgets.
We design agents around real job roles — with the tools, knowledge and judgment that role needs. Every agent ships with measurable accuracy, latency and cost-per-task.
Six capabilities. One operating system.
Role Design
Translate a job description into agent scope, tools, knowledge and escalation rules.
Tool & API Layer
Scoped, audited, rate-limited access to systems of record.
Memory & Context
Conversation, episodic and semantic memory tuned per role.
Evaluation
Labeled task suites, golden traces, weekly regression reports.
Guardrails
Policy enforcement, PII redaction, jailbreak resistance, red-team coverage.
Observability
Trace, replay, score and debug every interaction.
From kickoff to compounding outcomes.
Scope
Role design, success metrics, escalation map.
Build
Tool layer, prompts, retrieval, eval harness.
Red-team
Adversarial testing, jailbreak resistance, PII coverage.
Pilot
Shadow then partial production with humans in the loop.
Scale
Full rollout, ongoing tuning, fleet expansion.
Where this earns its keep.
Tier-1 support
KB-grounded resolution, intelligent escalation, post-call summarization and CRM update.
Outbound revenue
Persona research, sequence drafting, objection handling, meeting booking.
Finance reconciliation
Invoice matching, dispute drafting, ledger anomaly triage.
Internal copilots
Embedded assistants for engineering, legal, ops — grounded in your own documents and systems.
Frequently asked
Design your first agent role.
A 45-minute working session to translate one role into an agent scope and projected impact.