Specialist roles
AI/ML engineers, Python backend, React and React Native, DevOps, and QA automation — vetted and available by the month.
Engagement Models
Sometimes the gap is one person-shaped: an ML engineer for a quarter, a DevOps specialist to clear the deployment backlog. This is that, without a twelve-month contract.
What This Includes
No line item here is aspirational — each one is something we have shipped on a platform that is live today.
AI/ML engineers, Python backend, React and React Native, DevOps, and QA automation — vetted and available by the month.
The resource reports into your lead and sits in your tooling. We handle contracts, cover and continuity in the background.
Shortlist within a week, working within two — including access, environment setup and codebase onboarding.
Guaranteed working-hour overlap with your timezone, agreed before start rather than negotiated after.
If someone leaves, we cover the handover at our cost. Continuity is our problem, not yours.
Monthly rolling with thirty days notice. Hire the person directly if it works out — we will not stand in the way.
The Stack
Python end to end wherever it earns its place — one language across API, data pipeline and model layer keeps the team small and the feedback loop short. Everything here is a deliberate choice we can defend, not a default.
Opportunity map with effort-vs-impact scoring
Signed-off build plan and prototype
Production platform, documented and owned by you
Proof
The closest matches in our portfolio by stack and problem shape.
On-Demand Transportation & Mobility
AI dispatch that cut rider wait times by 40%
Civic Tech & Community Grievance Management
Auto-routing citizen grievances to the right officer
Engagement Models
Start Your Project
Describe the workflow and we will come back with scope, stack and a realistic timeline in writing — within two working days.
Tell us what you are trying to build. A senior engineer reads every brief that comes through here.
Ithrive AIChat
Answers from our own case studies
I can answer questions about what we build, walk you through any of our ten case studies, and put you in front of an engineer when it is worth it. What are you working on?
AI assistant — it can be wrong. For anything binding, email hello@ithrivesoftware.com.