Smarter Confection Workflows for Finance Businesses
Purpose-built AI automation for Finance operators using Confection. Reduce manual effort and scale effortlessly.
Flash report posted. Today's highlights:
Meeting notes
- • Cash on hand: $4.82M · runway 19 months at current burn.
- • AR > 60 days: $312K (3 customers) — ops working it.
- • AP cleared: $148K (Stripe + AWS + payroll).
How does Confection work for finance teams?
Confection works for finance teams as the engine behind a DeskFerry agent built around the workflows that actually consume your week.
- 01
Trigger fires
The agent reads context from Confection and the other systems your finance operation depends on, runs the routine work in the background, and surfaces only the cases that need a human decision.
- 02
Pull this morning's flash report from @Sheets with @Confection
Automate repetitive tasks and free up your finance team to focus on high-value strategic work.
- 03
Write a 3-bullet commentary
Teams typically see dramatically faster document processing once the agent is in production.
- 04
Post to @Slack #finance
Setup is no-code, every action is auditable, and the agent is scoped to the rules your finance team defines — not a generic template applied to your business.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Pull this morning's flash report from @Sheets with @Confection
- 2Write a 3-bullet commentary
- 3Post to @Slack #finance
How it connects
Connect Confection. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Confection with one click, and finance runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- ConfectionConnect
- Google SheetsConnect
- SlackConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Confection + DeskFerry can do
Real Confection actions your AI agent can perform automatically — no manual work required.
Create issues from alerts
Automatically open issues in Confection when monitoring systems detect errors, outages, or performance regressions.
Manage pull requests
Post review reminders, enforce labeling conventions, and auto-merge approved pull requests in Confection.
Trigger CI/CD pipelines
Kick off build and deployment pipelines in Confection when code is pushed or a pull request is merged.
Track release milestones
Update milestone progress in Confection as issues are closed and pull requests are merged toward a release.
Sync project boards
Keep issue status and priority in Confection aligned with your project management tool in real-time.
Generate changelogs
Compile merged pull requests and closed issues from Confection into formatted release notes automatically.
Assign reviewers automatically
Route new pull requests in Confection to the appropriate code reviewers based on file ownership and team rules.
Monitor repository activity
Watch for commits, branch creations, and tag events in Confection and notify the team of significant changes.
Cash on hand: $4.82M · runway 19 months at current burn.
Fields extracted and validated; assignee notified in Slack.
Held for review — one value fell under your confidence bar.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Agent2:47 PM
Updated Sheets · Daily flash with the result.
- Agent2:46 PM
Applied your rule and recorded the result.
Reason: All required fields matched with high confidence.
- Agent2:45 PM
Wrote the record for Flash report · Mar 10 EOD.
- Agent2:44 PM
Read the transcript and extracted action items.
- Agent2:30 PM
Triggered by call end event in Granola.
How it works
Get started in three steps
Step 01
Connect Confection
Authorize Confection and DeskFerry hooks into your issues, repos, and deployment pipelines.
Step 02
Configure Dev Workflows
Define triggers for Confection events — new issues, PR merges, build failures — and the AI actions to take. For finance teams, this typically means routing workflows from tools like QuickBooks alongside Confection.
Step 03
Ship Faster with Less Toil
AI automates the tedious parts of your Confection workflow. Track issues triaged, alerts handled, and developer time saved.
Start automating Finance for Confection
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
How does Confection integrate with DeskFerry for finance businesses?
DeskFerry connects directly to Confection to automate workflows specific to finance. Data flows in real-time between Confection and the AI agent, tasks trigger automatically based on finance events, and your team saves hours of manual processing every week.
Is the Confection integration suitable for small finance businesses?
Yes. DeskFerry scales from solo operators to enterprise finance teams. Start with one Confection-powered automation for your finance workflows and expand as you see results — pricing and capacity grow with your finance business needs.
How quickly will my finance business see results from Confection automation?
Most finance businesses see measurable time savings within the first week of connecting Confection. The AI agent starts processing finance tasks the moment you activate the Confection integration — no training period or warm-up required.
What reporting does DeskFerry provide for finance tasks processed through Confection?
The dashboard shows finance-specific metrics for your Confection integration — tasks processed, average handling time, success rates, and escalation frequency. You can track how Confection-triggered finance automations perform and optimize over time.
How does Confection with DeskFerry help Finance teams handle kyc, aml, and sar workflows bottlenecked by manual document review?
DeskFerry uses Confection as a structured surface for the operational work behind kyc, aml, and sar workflows bottlenecked by manual document review. Instead of your finance team coordinating manually, the agent listens for the right Confection events, takes the next action, and escalates only when judgment is required — turning a recurring drain into a measurable workflow.
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