Drive Accounting
Qhuube
ExpenseHutDrive AccountingQhuubeExpenseHutAI integrations we've shipped
Drive Accounting
AI-powered accounting assistant for small businesses
SocialStar
AI-powered content studio for professional creators
Why integrate AI with us?
We don't just wrap an API call. We design the data flows, error handling, and fallback logic that make AI reliable in production.
Zero downtime integration
We ship AI features alongside your existing system without disrupting live users or your current workflows.
Model-agnostic architecture
We build integrations that aren't locked to one provider — swap models as the ecosystem evolves.
Secure data handling
We build with privacy-first patterns — no customer data leaks into training sets and all PII is handled carefully.
Your team stays in control
We build admin panels and confidence dashboards so your team can audit and override AI decisions at any time.
Real integration, not a chatbot wrapper.
Most 'AI integrations' are a prompt call hidden behind a button. We build deeper.
API wrapper with no context
Sending raw user text to GPT with no business data, history, or structured output.
No fallback logic
Integration breaks silently when the model is down or returns unexpected formats.
Hardcoded prompts
Static prompts that can't adapt to different users, tenants, or edge cases.
Context-aware pipelines
AI calls enriched with user history, business rules, and structured data from your DB.
Resilient by design
Graceful fallbacks, retry logic, and monitoring so production never silently breaks.
Dynamic prompt systems
Template-driven prompts that adapt per user role, language, and context automatically.
What we integrate
LLM APIs — OpenAI, Claude, Gemini
RAG pipelines with your private data
AI into CRMs, ERPs & SaaS tools
Agentic workflows & multi-step automation
Webhooks & event-driven AI triggers
Our process
Audit your stack
We map your current systems, data sources, and identify the highest-value AI touchpoints.
Design the pipeline
We architect the data flow, prompt structure, and output schema before writing a single line.
Build & test
Integration built with unit tests, edge case handling, and load testing against production volumes.
Monitor & improve
We track accuracy, latency, and cost in production — and tune continuously.
“Sonal and Vishal are exceptional. They have done many projects for me. They are fair, smart, they shine. Brilliant team.”
Bill
CEO, Drive Shops