
A Deeptech Solutions Firm
Algo One designs and ships deeptech systems — AI agents, predictive models, optimization engines — built for production, governed for scale, and tuned for measurable business outcomes.
About Algo One
Algo One is a deeptech engineering company building AI and decision-intelligence systems for modern enterprises. Headquartered in India, with delivery footprints across the US, UAE, Israel, Singapore and Qatar.
Research-grade ML, GenAI, and optimization engineered by a team that owns the full stack — from data plumbing to deployment.
Recruitment, retail, BFSI, manufacturing, support, and revenue operations — one team, multiple industries, shared rigor.
Every engagement is anchored to a business KPI: cycle time, conversion, margin, accuracy, or risk reduction.
Product Spotlight
Xquizit is Algo One's flagship deeptech product for talent teams. It generates assessments, runs voice-based AI interviews, and proctors candidates in real time — compressing weeks of screening into hours, with structured, defensible scorecards.
Visit xquizit.inAI-Generated Assessments
Role-specific tests created on demand, calibrated to skill and seniority.
AI Interviews
Natural, structured interviews at scale — fair, consistent, multilingual.
Resume Analysis
Automated parsing and scoring of resumes against role requirements and skills.
Real-Time Proctoring
Integrity signals and behaviour analysis to keep results trustworthy.
Solutions
GenAI agents that read docs, surface actions, and automate workflows across your organization.
Forecasting, anomaly detection, risk signals — powered by hypothesis-driven, walk-forward validated models.
Recommendations, pricing, routing, allocation — real-time optimization under constraints.
Add an AI layer to your product — copilots, personalization, predictive features, edge deployments.
ICP discovery, lead scoring, sales copilots, pipeline forecasting, and campaign measurement.
Prototype to production in weeks with A/B testing, monitoring, and measurable ROI.
Verticals We Serve

The Algo One Platform
We don't ship notebooks — we ship systems. Our platform compresses the path from messy enterprise data to governed, monitored AI in production.
Unified ingestion, lineage, and feature stores across enterprise systems
Classical ML, GenAI agents, and optimization engines — chosen per problem
APIs, copilots, dashboards, and automations embedded in real workflows
Governed by Design
Audit trails, role-based access, and policy guardrails wired in from day one.
Modular & Composable
Reusable agents, evaluators, and pipelines so every project compounds the next.
Explainable Outcomes
White-box reasoning over black-box magic. Every prediction can be traced.
Selected Work
Retail & Operations
Problem
Data scattered across systems with inconsistent taxonomies and slow manual reporting.
Solution
Unified analytics with GenAI-driven mapping, predictive demand, and automated reporting.
Impact
Single source of truth, early risk detection, one-click exports.
How We Work
A disciplined seven-stage pipeline with validation gates between every step.
Hypothesis-driven framing of the business question
Unify CRM, ERP, HRIS into one clean data layer
Domain-informed feature engineering & signal discovery
White-box ML with ensemble approaches & anti-overfitting
Walk-forward validation, stress testing & stability checks
Production-grade delivery with rollback-safe patterns
Drift detection, A/B experimentation & continuous improvement
Why Algo One
Monitoring, drift detection, evaluation harnesses, and rollback-safe deployment patterns.
Evidence trails, rubric-driven scoring, and auditable workflows for regulated environments.
Classical ML + modern GenAI with retrieval grounding, guardrails, and evaluation-driven iteration.
We deliver complete workflows — data → model → product → ops — not isolated notebooks.
Careers
We're hiring engineers, researchers, and designers who want to ship intelligent systems into the real world — not just prototypes.
Work on hybrid ML + GenAI systems deployed in finance, healthcare, retail, and beyond.
Mentorship from senior engineers, reading groups, and exposure to the full data → model → product → ops loop.
No bureaucracy. You ship. Cross-functional pods built around outcomes, not org charts.
We care about engineering quality, evaluation rigor, and building things we're proud to put our name on.
Don't see your role? We're always interested in exceptional people.
Get Started
Whether you're scoping a pilot or scaling a production system, our team responds within one business day.