How fast can Xler8.tech ship a production MVP?

Three weeks. The MVP is production-ready, instrumented, and in the hands of real users. It is a guarantee, not a roadmap and not a demo.

What does the engagement process look like?

Five steps. (1) You send a one-page brief: problem, deadline, constraints. (2) First meeting to walk through the brief. (3) NDA, then a preliminary approach with questions and ideas within 24 hours, free of cost. (4) Proposal and sign. (5) MVP live in three weeks.

What does Xler8.tech build?

Production software across five practices: computer vision, language and LLMs, IoT and edge, model selection (local open-weight or cloud), and machine learning. Everything ships as apps for mobile, web, or any platform, built for the real conditions of production.

Where is Xler8.tech based and who is the team?

Based in Islamabad, Pakistan. Founder-led by Sadia Ashraf, with senior engineers engaged per project rather than a standing team. 18+ years in production software: co-founder and CTO at Oscar AI 2021–2023 ($5M raised, 1,500+ QSR locations live), and a decade as VP of Software Development at SPS 2013–2023 scaling that engineering practice from 1 to 35+ engineers across Pakistan and the US. Clients across the US, EU, and MENA.

How does Xler8.tech use AI?

AI is the xler8tor: it is how production software gets built faster, and how things get built that could not be built before. Models are picked per problem: local open-weight when privacy or latency demand it, cloud APIs when capability and scale demand it.

How do I start a project with Xler8.tech?

Email hello@xler8.tech with the problem and the deadline. A real human reads every message and responds within 24 hours. No forms, no funnels.

County Cybersecurity Posture

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Government · cybersecurity · 2026

Unified security posture dashboard for Chesterfield County, Virginia. 35 metrics from 9+ tools collapsed into one county-wide score across 7 weighted pillars. Five levels of drill-down: county to pillar to department to user/device to CVE.

Per-department compliance context (CJIS, HIPAA, PCI-DSS, FTI) so the same number means the right thing for Police, Health, and the Airport.

StackPosture scoringCompliance mappingDrill-down dashboardsScale47 departments · 13.5K identities · 80K endpoints

Confidential client UI · obscured

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