Jupyter
November 1, 2025
Phone
+61 401 965 090Address
Melbourne, Australia← HOME • SOLUTIONS • AI & AUTOMATION
AI agents that can look up live company data, call your systems through webhooks and complete multi-step tasks, with a person approving anything high-impact before it happens.
Request a custom integration ↗See what it does
BEST FOR
Support, ops and data teams
CONNECTS
Databases, APIs, webhooks
SAFETY
Human approval checkpoints
YOU OWN
The agents, prompts and data
THE PROBLEM WE SOLVE
Chatbots that can only answer from a script leave customers and staff waiting for a person to look things up.
Our agents use your real data and tools to resolve requests end to end, remember context between runs and stop for approval before payouts, emails or other high-impact steps.
BUILT FOR
PLATFORMS & TOOLS
KEY FEATURES
01
Agents query real-time company databases and APIs to answer accurately.
02
Agents plan and complete tasks across several systems.
03
High-impact actions such as payouts or emails wait for a person to approve.
04
Vector stores such as Pinecone or Qdrant keep context across runs.
05
Agents trigger and respond to webhooks across your stack.
06
Every step is logged, with limits on what each agent can do.
HOW IT WORKS
STEP 01
A customer message, ticket or event reaches the agent.
STEP 02
The agent queries your data and its memory for context.
STEP 03
It calls the right tools, pausing for approval where needed.
STEP 04
The result is sent and every step is logged for review.
PROOF
2,500+health assessments in the first 3 monthsPurePaws AI Pet Health →
38%faster key pagesDHgate Frontend Optimisation →HOW WE WORK
01
We map your current systems, data and bottlenecks, then agree scope and success measures.
02
We design the data flow and build type-safe middleware and custom API endpoints.
03
Every sync is tested against real edge cases and simulated peak traffic before go-live.
04
Zero-downtime release, with logging and error alerts so issues are caught early.
FAQ
Each agent only gets the tools and permissions you approve, and high-impact actions always wait for a person.
OpenAI, Anthropic and open-source models. We choose per task for accuracy, cost and data location.
Every run is logged, and we review conversations and outcomes with you to tune prompts and tools.
It depends on the systems and data involved. After a short discovery you get a fixed-price estimate for the build and a clear monthly figure for hosting and support.
We monitor the integration, fix issues fast and update it when the connected systems change versions. You own the code, data and accounts from day one.
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WORK WITH US
Share the systems you use today and what you want them to do. We reply with clear next steps and a written estimate before any work starts.
Last updated:
If you would like to work with us or just want to get in touch, we’d love to hear from you!
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