AI Agents

Agents that execute — with guardrails

Autonomous workflows connected to your stack, observable and approval-ready.

Workflow automation control — intelligent operations

Challenge

Autonomy without oversight creates risk

Autonomous workflows connected to your stack, observable and approval-ready.

  • Unbounded tool access
  • No audit trail for agent actions
  • Fragile prompt-only logic

Agent capabilities

Workflow automation control — intelligent operations
  • Tool orchestration

    CRM, ticketing, data warehouses, and internal APIs.

  • Memory layers

    Session, user, and org-scoped context with TTL policies.

  • Approval flows

    Human-in-the-loop for sensitive operations.

Controlled autonomy

  • Reliable execution

    Retries, idempotency, and structured outputs.

  • Clear accountability

    Every action logged with user and policy context.

  • Composable skills

    Reusable agent capabilities across products.

Stack

TypeScript · Next.js · Python · PostgreSQL · Redis · AWS · Vercel · OpenAI · Anthropic

Proof

Relevant launches

Relay Financial · Relay Ops Automation

18 hours of manual work removed per team weekly

Relay connected CRM, billing, and support with governed automations — owned by operations with rollback, audit logs, and approval gates. Pilot teams went live in week ten; company-wide rollout followed.

12 weeks · Pilot → org rollout · 99.2% successful automation runs in production

Saved / team / wk
18h
Run success rate
99.2%
Core integrations
6
  • Veridian Systems · Ops Console

    40% faster workflows across 12 business units

    Case study
  • Fieldstone Health · Clinical Review Hub

    2.1M records indexed with human-in-the-loop review

    Case study

FAQ

AI Agent Development — common questions

  • Policy engines, spend caps, scoped credentials, and step-level approvals on high-risk actions.

Discuss your next release.

Share what you are shipping. We respond within 24 hours with scope, senior team fit, and a clear timeline.

Project inquiry

Tell us what you are building. Required fields are marked.

  • Response within 24 hours
  • NDA available
  • Free consultation

Trusted by product leaders at scale

  • 120+Products launched
  • 18M+Users served
  • 12+Years in market
  • Meridian
  • Axiom
  • Cascade
  • Prism
  • Vault
  • Horizon
We needed HIPAA-aligned delivery without slowing the roadmap. Their team shipped regional rollout on schedule with audit-ready documentation.
James OkonkwoDirector of Engineering, Multi-hospital health network
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