AI-powered workflow automation
Stop paying people to do work software should do.
Finance Panda deploys AI agents that plug into the tools your team already uses and take over the repetitive work — invoice processing, email triage, lead qualification, report generation. Ship real automations in days, not quarters.
No procurement cycle. No 6-month integration. First workflow live within 2 weeks.
The bottleneck isn't your people. It's the work you keep asking them to do.
Ops team drowning
Manual triage, copying data between systems, chasing statuses in Slack.
Software you already pay for is under-used
Half your SaaS stack sits idle because nobody wired the workflow through it.
In-house engineers too expensive to spare
"We'll build it next quarter" turns into next year. The backlog wins.
How it works
A single AI agent, tuned to one workflow, ships in weeks.
We don't sell you a horizontal "automation platform" and disappear. We build one thing that works, then move to the next one.
01
We audit one workflow
Pick the single most painful repetitive process. We map it in a 45-minute call.
02
We build the AI agent
Custom-fit to your tools (Slack, Gmail, HubSpot, Xero, whatever you use). Not a bloated platform.
03
You run it. We tune it.
Weekly review of what the agent handled well and what needs a human. Iterate until it’s boringly reliable.
Features
Built the way experienced ops teams actually want.
Plugs into your existing stack
We integrate with the CRM, inbox, spreadsheet, and accounting tool you're already paying for. No rip-and-replace.
Human-in-the-loop by default
Every agent flags edge cases for a person to approve until you trust it. Then you turn on autopilot.
Own the logic, not the vendor
Automations are documented and handed over. You're never held hostage by a black-box platform.
Compliant by design
Data stays in your infrastructure or a vetted region. GDPR-ready. Audit logs for every action the agent takes.
Metrics from day one
Hours saved, error rate, throughput — measured continuously so you can prove ROI, not guess it.
Model-agnostic
Claude, GPT, Gemini, or open-source models depending on cost, latency, and accuracy for the task.
Use cases
Real workflows we've built for real teams.
Finance ops
Automated invoice processing
Agent reads incoming invoices from a shared inbox, extracts line items, matches POs, categorises against your chart of accounts, and posts a draft entry to Xero / QuickBooks for a human to approve. Handles PDF, image, and email-body variants.
→ ~7 min saved per invoice
Sales ops
Inbound lead triage + enrichment
Every form submission or cold reply gets enriched (company size, funding, tech stack), scored against your ICP, and routed to the right AE with a suggested first-touch reply drafted in your voice.
→ 3× faster time-to-first-response
Support
Ticket deflection + summarisation
Agent reads inbound support emails, resolves the ~40% that are documentation questions with a cited answer, and for the rest writes a plain-English summary + suggested next action for the human agent.
→ 40% deflection without a chatbot
People ops
Recurring reporting on autopilot
Weekly / monthly reports assembled from your data warehouse, CRM, and spreadsheets — with the narrative written, anomalies flagged, and the whole thing dropped into Slack or a shared doc on schedule.
→ Reclaim 1 day/month per stakeholder
About
A small team that ships.
Finance Panda is the operating name of Finance Panda Limited, a UK company building automation for growing businesses. We've shipped production AI in fintech, tax, and B2B SaaS.
We take on one workflow at a time and don't over-promise. If we can't save you meaningful hours in the first 30 days, we'll say so on the discovery call and refer you elsewhere.
Have a workflow in mind?
Book a 20-minute call. Tell us the single most painful repetitive process in your business and we'll show you what shipping the automation would look like.