Agent fleet | Well

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Agent fleet · Night shift · 02:146 on shift

Tonight's queueWorking

Six agents picked up the night shift. You see results in the morning.

CoddMatch 14 bank transactions to open invoices

QueuedDone

MooreChase 3 invoices past due · Girard SAS first

QueuedDone

TukeyTag 28 Stripe receipts against the chart of accounts

QueuedDone

LovelaceEnrich 8 new companies from sources

QueuedDone

GawandeCalculate VAT for Q2 2026

QueuedDone

NightingaleGenerate the Monday board pack

QueuedDone

Your back-office runs itself while you sleep

A fleet of AI agents that learns your business, works 24/7, and handles the night shift so your team starts fresh. Never behind.

Deploy your fleet in minutes, not months

One API key. A few lines of code. Your agents are live and learning.

# Install the Well CLI
npm install @wellapp/sdk

# Initialize with your API key
import { Well } from "@wellapp/sdk";

const well = new Well({
  apiKey: process.env.WELL_API_KEY,
});

# Deploy your first agent
const agent = await well.agents.deploy({
  type: "reconciliation",
  workspace: "acme-corp",
  schedule: "continuous",
});

// Agent is live, it learns and remembers
console.log(agent.status); // "active"

Meet your fleet

Each agent is a specialist. Together, they form an AI finance operations team that learns your business and remembers every decision.

Reconciliation agent

Matches transactions to invoices

Continuously matches bank transactions against outstanding invoices, flags discrepancies, and learns your reconciliation patterns over time.

Categorization agent

Classifies every transaction

Assigns categories, cost centers, and tax codes to every transaction. Remembers your corrections and applies them to future entries.

Collections agent

Follows up on overdue payments

Sends payment reminders at the right time, escalates when needed, and keeps your cash flow healthy. No awkward conversations.

Enrichment agent

Fills in missing company data

Looks up company details, tax IDs, and contact information from 150+ sources. Your records stay complete without manual research.

Your fleet control center

See every agent, every task, every decision in real time. Override when you want. Trust when you don't need to.

4 Active agents

1,247 Tasks completed

96.3% Accuracy rate

12 Human overrides

Recent activity

Every correction makes the fleet smarter

Your agents don't just follow rules. They learn from every decision you make. Override once, and the fleet remembers forever. The longer you work together, the less you need to intervene.

Learning timeline

  1. Week 1
    • 78% accuracy: Agent observes your patterns and corrections
  2. Month 1
    • 89% accuracy: Learns your preferences and edge cases
  3. Month 2
    • 93% accuracy: Handles exceptions it has seen before
  4. Month 3
    • 96% accuracy: Matches your best team member

Never forgets, never sleeps

Your fleet remembers every vendor quirk, every categorization rule, every approval threshold. It works around the clock so your team never starts the day behind.

Institutional memory

Every rule, exception, and correction is stored permanently. When a team member leaves, the knowledge stays.

24/7 operations

Your fleet works weekends, holidays, and time zones. Reconciliations at 3 AM, reminders at 9 AM. The team starts fresh every morning.

Full accountability

Every agent action is logged with reasoning. You always know what happened, why, and can override any decision.

Frequently asked questions

What can the agents do? The fleet handles reconciliation, categorization, collections follow-ups, and data enrichment. Each agent specializes in one domain and learns your specific patterns, rules, and preferences over time.

How do agents learn my business? Agents observe your corrections, overrides, and decisions. Every time you recategorize a transaction or adjust a match, the fleet remembers and applies that knowledge to future tasks. The longer you work together, the fewer interventions you need.

Can I override agent decisions? Yes. Every agent decision can be reviewed and overridden from the control center. When you override, the agent learns from your correction and adjusts its behavior for similar situations going forward.

Is my business data secure? All data is encrypted at rest and in transit. Agents operate within your workspace boundary and never share data across accounts. Full audit trails log every action for compliance.

What is the API? The Well API lets you deploy, configure, and monitor agents programmatically. You can trigger agent runs, retrieve results, set schedules, and integrate agent outputs into your existing workflows, all with a single API key.

How do agents coordinate with each other? The fleet shares context through a unified workspace memory. When the enrichment agent updates a vendor record, the categorization agent uses that new data immediately. No manual handoffs between agents.

What happens when an agent encounters an error? Agents flag uncertain decisions for human review instead of guessing. You get a notification in the control center with full context: the data, the agent's reasoning, and suggested actions, so you can resolve it quickly.

Teams that put their fleet to work

“We used to spend Monday mornings catching up on weekend transactions. Now the fleet handles it overnight.”

14 hours saved per week Finance lead, E-commerce

“The agents caught a duplicate payment we would have missed. They remember patterns we forget.”

99.2% accuracy CFO, SaaS startup

“Our collections improved 40% because the agent follows up at the right time, every time.”

2,340 tasks completed Operations manager, Professional services

Deploy your first agent in 5 minutes

No setup fee. No training required. Your fleet starts learning the moment you connect your data.