About
We ship into real operations. Now we’re doing it for construction.
A forward-deployed team behind 10+ production systems across finance, manufacturing, real estate and security workflows.
Evidence in. Consequences out. Humans decide.
Evidence in, consequences out
We reason from the systems that hold the truth. Humans decide.
Deterministic maths
Cash arithmetic runs as code. The AI explains — it never invents.
Read-only, in your cloud
Everything runs inside your private cloud. We never write back.
Start small
One or two use cases first. Expansion is earned by results.
A compact team
Meet everyoneRamgopal
Co-founder & CEO · Michigan
Devansh
Co-founder & CTO · Purdue
Nishitha
Co-founder & Growth · Purdue
Raghuram
Lead AI Engineer · BITS & NYU
Shivansh
Lead Security Engineer · Purdue & NYU
Pranav Rastogi
Head of Strategy · INSEAD
Current engagement
We're concluding an implementation with Vel Amrith, a construction and facility-management company in Riyadh, and in discussions with a second, larger Gulf group — the same start-small model behind every deployment below.
How an engagement runs
01
Audit
Workflow, data, risk and ROI mapped — no commitment.
02
Sprint
One or two read-only use cases, live in your cloud.
03
Retainer
Quality and cost tracking. Expansion earned by results.
Start with the audit.
Workflow, data, risk and ROI mapped on one live project — no commitment.