Business AI that
compounds itself.
Most AI tools forget everything between sessions. Stimulir builds context across your business tools and rewires itself from conversations and tasks, in seconds, not months.
AI has amnesia.
Every session starts from zero.
No memory of your clients, your patterns, your exceptions. Your best people fill the gap manually. That is not a people problem. It is an infrastructure problem.
No memory of your clients
Every conversation, task, exception, and preference built up over months vanishes between sessions. AI starts from scratch every time.
No context across tools
Email, calendar, Xero, Slack all hold different pieces. No AI reads them together in real time. Humans bridge the gap.
Humans pay the price
Your accountant, ops manager, and finance lead spend a disproportionate amount of their time acting as context bridges between systems that do not talk to each other.
Context in.
Adaptation in seconds.
Two things together that nothing else does. Stimulir builds continuous context and rewires itself from every interaction automatically.
Continuous Context
Stimulir listens across email, calendar, accounting tools, and business communications building a persistent picture of how each business actually operates. Agents always have the context they need to act, not just the document in front of them.
Adaptation in Seconds
Stimulir internalises each business's patterns directly into model behaviour from real conversations, tasks, and feedback. Every interaction sharpens the model. The flywheel compounds. No training pipeline to manage.
Start with finance.
Expand to the business.
Finance is the highest-friction, highest-trust domain we know from the inside. Three years building AI automation in accounting taught us every edge case.
Why finance first
- High-frequency and decision-critical workflows
- Fragmented across tools and external specialists
- Clear, measurable ROI from day one
- Domain knowledge from 3 years building AI automation in accounting
- Highest trust and traceability requirements, proving ground for the platform
Outputs delivered
The longer it runs,
the harder it is to replace.
Four compounding moats. Each one strengthens the next.
Adaptive Flywheel
Every conversation, task, and feedback loop sharpens the model in seconds. Business patterns are internalised automatically. No competitor inherits your flywheel.
Execution Data
Every workflow produces traces, decision logs, and outcome evidence. Stimulir learns how businesses actually operate, building a dataset no one else holds.
Switching Cost
Context and workflow history become irreplaceable institutional memory over time. Switching means starting from zero. The longer it runs, the more embedded it becomes.
Domain Depth
Years building AI automation in accounting. The failure patterns, the workflows, the edge cases, this knowledge has no shortcut and cannot be bought.
Business AI that compounds itself.
It is not a chatbot wired to your inbox. It is the execution layer that sits across your finance tools and gets sharper with every interaction. No training pipelines. No manual updates.
Simple. Transparent. Start free.
Scale when you're ready. No lock-in.
- ✓Monthly credits included
- ✓Daily agent tasks
- ✓Finance workspace access
- ✓Basic support
- ✓Higher credits per month
- ✓Unlimited tasks per agent
- ✓Persistent context and memory
- ✓Adaptive learning active
- ✓Priority support
Ready to run finance
with AI that compounds?
If you are deploying autonomous finance workflows, Stimulir turns execution into trusted, decision-ready outcomes. We reply with a demo and onboarding plan.