Work with measured results
Case studies from Envision AI Tech projects in quick commerce, government, banking and retail, with the measured results each engagement delivered.
National quick-commerce platform, Food delivery and quick commerce
Cutting delivery-time errors for a quick-commerce platform
We replaced rule-based delivery estimates with a machine learning model that learns from traffic, store load and weather, and moved order events to a streaming architecture that holds up during evening peaks.
- 38%
- lower ETA error
- 2.4x
- peak order capacity
- 21%
- fewer “where is my order” tickets
State government department, Government and public sector
A multilingual scheme assistant for a state department
We built a GIGW-compliant scheme portal with an eligibility checker and an AI help desk that answers questions about welfare schemes in Hindi and English, citing the official notification for every answer.
- 3x
- more eligibility checks completed
- 46%
- fewer repeat helpline calls
- AA
- WCAG 2.2 conformance
Mid-sized private bank, Banking, financial services and insurance
Post-quantum readiness for a private bank
Using QSafe, we built the bank’s first complete cryptographic inventory, ranked systems by risk and piloted hybrid post-quantum TLS on an internal payments API without measurable user impact.
- 1,900+
- crypto assets inventoried
- 14
- high-risk systems prioritised
- < 2 ms
- added handshake latency in pilot