Why Forecasts Fail — and What Advisory-Grade Models Do Differently
Most enterprise forecasts collapse under real-world drift. We examine how continuous calibration keeps predictive models honest.
Read the Brief →WESTMARK ADVISORY LLC is Austin's AI-powered data analytics advisory — pairing machine learning, predictive intelligence, and business analytics with the measured counsel enterprises rely on to set the benchmark in their markets.
Data tells you where you stand. Advisory tells you where to move.
WESTMARK ADVISORY LLC is an Austin, TX-based AI and data analytics advisory founded by Edita Zakaryan. We pair machine learning engineering, predictive analytics systems, and business intelligence with the discreet, measured counsel of a private advisory practice.
We turn enterprise data not just into dashboards, but into decisions — and into the benchmark competitors are left chasing. Every engagement is shaped by senior advisory attention and delivered with the precision executive leaders expect.
5900 Balcones Drive Suite 100, Austin, TX 78731, USA
Six advisory disciplines engineered to turn enterprise data into measured, decisive advantage.
Advisory-grade dashboards and real-time KPI systems built on adaptive machine learning. We deliver the measured benchmarks executives use to steer with confidence.
Model revenue, demand, churn, and risk with high-accuracy AI forecasting engines. Each is paired with strategic counsel on what the numbers mean for your next move.
Scalable ETL design, cloud data warehouse construction, and real-time streaming pipelines. Every system is engineered for sustained enterprise throughput.
Extract structured strategic insight from contracts, communications, and unstructured enterprise text. We apply advanced NLP transformer models tuned to your domain.
Deploy visual AI systems for quality inspection, anomaly detection, and operational pattern intelligence. These span physical and digital environments alike.
Bespoke AI models engineered on your proprietary data and rigorously validated. Each is continuously optimized against your competitive benchmark.
A measured five-stage protocol carrying every engagement from data landscape to continuous advisory.
We map your data estate, systems, and objectives to establish a precise advisory baseline.
We define the target benchmarks and design the analytics architecture to reach them.
We build, train, and rigorously calibrate machine learning models to your data.
We integrate intelligence into your workflows and systems with minimal disruption.
We monitor performance and refine counsel so the benchmark keeps advancing.
Benchmark-grade analytics counsel across the sectors where precision decides the leader.
Edita Zakaryan is the founder and guiding counsel behind WESTMARK ADVISORY LLC, leading the company's mission to pair the analytical rigor of AI with the measured judgment of a trusted advisory practice. Under her direction, WESTMARK has built a reputation for machine learning and business intelligence solutions delivered with the discretion, precision, and strategic clarity that enterprise leaders expect from their most trusted advisors. Her founding philosophy holds that analytics only earns its value at the moment it becomes a decision — and that the advisor's true work begins where the dashboard ends.
"The best intelligence is quiet, exact, and always one move ahead." — Edita Zakaryan
We engineer analytics that don't just report performance but establish the standard your enterprise measures against — and competitors work to match.
Edita Zakaryan's direct strategic involvement ensures every WESTMARK engagement receives senior advisory oversight and executive-ready counsel from day one.
We translate complex AI outputs into discreet, decisive, boardroom-ready guidance that turns intelligence into confident action.
Measured perspectives on AI, analytics, and the discipline of benchmark intelligence.
Most enterprise forecasts collapse under real-world drift. We examine how continuous calibration keeps predictive models honest.
Read the Brief →A dashboard reports; a benchmark commands. We explore how to elevate analytics into the standard your sector measures by.
Read the Brief →Data alone rarely moves a boardroom. We make the case for pairing machine intelligence with measured human counsel.
Read the Brief →Edita and the WESTMARK team welcome new enterprise conversations. Share your objective and we'll respond with measured, benchmark-grade counsel.