Ship AI features your engineers actually trust
Arclight orchestrates AI agents across your stack with full traceability — every decision, every call, every rollback, logged and reviewable.
- Workflows orchestrated / day
- 42K+
- Median latency
- 180ms
- Engineering teams
- 1,200+
- Uptime
- 99.98%
Agent: retrieval
RunningStep 4 / 7 · deploy
QueuedPolicy check passed
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Platform
Everything engineering teams need to run AI in production
Not a demo layer on top of a model. A control plane for every agent your team ships.
Agent orchestration
Compose multi-step agent workflows visually, then run them with automatic retries, timeouts, and fallback paths built in.
Real-time observability
Watch every agent call, token, and decision as it happens, with a live trace timeline for each run.
Policy guardrails
Define what agents are allowed to touch. Violations are blocked before they reach production data.
One-click rollback
Every deployment is versioned. Revert a misbehaving agent to its last known-good state in seconds.
Native integrations
Connect to your existing stack — GitHub, Slack, Postgres, and 40+ others — without writing glue code.
Traceability
See exactly why an agent did what it did
Every reasoning step, tool call, and token is logged to a single trace, so debugging an agent is as fast as debugging a stack trace.
- Full input/output capture on every step
- Replay any run against a different model or prompt
- Searchable trace history across every agent
Guardrails
Policies that stop bad actions before they ship
Define what data, endpoints, and actions each agent can touch. Violations are blocked at the orchestration layer, not caught after the fact.
- Scoped permissions per agent and per environment
- Approval gates for high-risk actions
- Real-time alerts on policy violations
Live view
One control plane, every agent
Try it — switch tabs to see how traces, policies, and deployments all live in the same place.
checkout-agent · run_8f21a
7 steps · 412ms total
support-triage · run_2c90d
4 steps · 188ms total
refund-agent · run_9a11f
waiting on approval gate
billing-sync · run_6b4e2
failed at step 3 · validate_output
Process
From integration to production in four steps
Connect your stack
Point Arclight at your models, databases, and internal APIs. No SDK rewrites — existing endpoints work as-is.
Define workflows & policies
Compose agent steps visually and set the guardrails: what data they can touch, what needs approval, what's off-limits.
Deploy with confidence
Ship to a canary slice of traffic first. Every version is checkpointed, so rollback is always one click away.
Monitor & iterate
Watch live traces, catch regressions early, and tune workflows based on real production behavior.
AI Capabilities
Built for how agents actually behave in production
Not just a wrapper around a chat completion. Arclight handles the reliability problems that only show up once real users are involved.
Multi-model routing
Route each step to the model best suited for it — a fast small model for classification, a frontier model for reasoning — automatically, based on rules you set.
Context-aware retrieval
Agents pull only the context relevant to the current step, cutting token spend without losing accuracy.
Autonomous tool use
Agents call internal tools and APIs directly within policy bounds, with every call logged and attributable.
Self-healing retries
Transient failures are retried with backoff automatically; persistent failures escalate to a human instead of looping silently.
Composable sub-agents
Break complex workflows into smaller specialized agents that call each other, instead of one monolithic prompt trying to do everything.
Before / after
What changes once Arclight is in place
Debugging an agent means grepping through logs across five services.
One trace shows every step, input, and output in order.
A bad deploy means a scramble to find and revert the change.
Roll back to any previous version in one click.
Guardrails live in scattered if-statements across the codebase.
Policies are defined once and enforced at the orchestration layer.
No one's sure which agents can access which production data.
Every permission is scoped, visible, and auditable.
68%
Faster incident resolution
3.2x
More agents shipped per quarter
91%
Fewer policy-related incidents
Testimonials
Engineering teams that ship agents with confidence
“We used to lose a full day tracing a bad agent decision back to its cause. Now it's a single trace view. Rollout time for new agents dropped by more than half.”
Priya Nair
Staff Engineer · Fractal Systems
“The policy layer is what got this past our security review. We can prove exactly what every agent can and can't touch, in an audit-ready format.”
Marcus Ohene
Head of Platform · Nimbus Cloud
“Rollback alone paid for the subscription. We shipped a bad prompt update to production and reverted it in under a minute.”
Elena Vasquez
Engineering Manager · Vertex Robotics
“Multi-model routing quietly cut our inference bill by a third. We didn't have to change a single line of our agent logic.”
Tomás Ferreira
ML Infrastructure Lead · Circuit Labs
“Our on-call rotation stopped dreading agent incidents. Self-healing retries catch the transient failures before anyone gets paged.”
Sofia Lindqvist
SRE Lead · Orbital
“Composable sub-agents let us break down a workflow that used to be one unreliable mega-prompt into pieces we can actually test.”
Daniel Okoye
Senior Backend Engineer · Boxwood
Pricing
Simple pricing that scales with you
Starter
For small teams shipping their first agents.
- Up to 3 agents
- 10K traced runs / month
- Community support
- Basic policy guardrails
Team
For teams running agents in production.
- Unlimited agents
- 250K traced runs / month
- Priority support
- Advanced policy guardrails
- One-click rollback
- Approval gates
Enterprise
For organizations with custom compliance needs.
- Everything in Team
- Unlimited traced runs
- Dedicated support engineer
- Custom policy engine
- SSO & audit log export
- On-prem / VPC deployment
FAQ
Questions, answered
Any model reachable over an API — OpenAI, Anthropic, open-weight models on your own infrastructure, or a mix. Routing rules decide which model handles which step.
Ready to ship agents you can trust?
Start a free 14-day trial. No credit card, no sales call required.