New: multi-week durable workflows on the Arden Harness. See one run →

Agentic harnesses for customer apps

Arden builds the harness — planning, memory, guardrails, and durable execution — so the agents inside your product finish real jobs end to end, and directly drive your top line.

In-app copilot · rate quotelive
Day 1 · 0m 41s
AGENTI prefilled your application from the docs you uploaded — three fields left. Want me to finish it?
MARLENAyes — and lock the rate we talked about
AGENTLocked 5.875% for 45 days. I'll ping you when the appraisal is booked.
In-product agents

From first click to finished job.

Arden agents live inside your app — guiding users through multi-step flows, prefilling the boring parts, and staying with the job through portal friction and hand-offs.

(415) 555-0162 · payer lineconnected · 23m
AGENTCalling to verify member MX-77531 for procedure 27130.
REPActive PPO Gold. Prior auth approved through Aug 30.
POST /webhook200
{ "verified": true, "member_id": "MX-77531" }
Voice & back office

From inbound request to verified result.

The same harness drives calls, SMS, and email — agents that wait on hold, collect the facts, and close the loop with every party on the file.

run: refi_84A2day 30 · done
DAY 0Intake & rate locked ✓DAY 3–12Asleep, waiting on appraisal zero computeDAY 29Human underwriter approves ✓DAY 30Clear to close 🎉
Long-running workflows

From kickoff to clear-to-close.

Jobs that take weeks run on the harness's durable core — workflows that sleep through the waits and wake on the exact line they left off.

Watch a run →
Custom harnesses

Watch a harness run a real job, end to end.

These are not single-turn tasks — they are days or weeks of work across feeds, phones, portals, and people. Each example below is a custom harness we would build on Arden for your product.

Goal:Turn a fresh DOB filing into a booked meeting — first touch in minutes.

DAY 1DAY 2DAY 3DAY 4DAY 5DAY 6DAY 7SIGNALDECISIONTASKINTERACTION
signalDAY 18:41 am

New DOB filing detected

FEED · permit NB-1042-2026 · Brooklyn
FEEDJob filing: 4-story addition, 1188 Bedford Ave. Est. cost $2.4M. Owner: Cedar Hill Properties LLC.
Our agent loop

Powered by the Arden Harness.

The harness has been battle-tested on work that spans days to months across many channels. It powers lead-level memory, deterministic decision logic, embedded compliance guardrails — and durable execution built into the core.

1 · SIGNALAnything can start the loop: a user message in your app, a webhook, an inbound call, a timer, a prior run finishing.
3 · ACTTool calls, messages, and hand-offs execute exactly once — inside your product's UI or across voice, SMS, and email.
Arden Harness
SIGNAL
DECIDE
ACT
CHECKPOINT
⟳ next signal
2 · DECIDEThe harness plans against lead-level memory and your policy pack — deterministic guardrails around a reasoning core.
4 · CHECKPOINTEvery step lands in the run journal. Sleep for weeks, replay any run, resume on the exact line after any crash.
Impact

Real jobs finished inside real products, in production.

Contact us for case studies of how Arden harnesses have driven outcomes for our customers.

Put a harness on your app.