Turn Data into Foresight

Predict what’s next — not just what happened.

AI / Predictive Analytics & Forecasting

From customer behavior to inventory planning, modern businesses can’t afford to fly blind. At CONFLICT, we help you build predictive pipelines that see around corners — not just react to them. Whether you're trying to reduce churn, anticipate demand, or forecast revenue with more accuracy, we turn your raw data into strategic foresight.

What We Offer

Time-Series Forecasting

ARIMA, Prophet, LSTM, and more for robust, domain-specific time-based predictions.

Customer & User Behavior Prediction

Predict churn, segment users, and model lifetime value to power retention and personalization.

Operational Forecasting

Inventory, logistics, and demand forecasts to keep operations one step ahead.

Sales & Revenue Forecasting

Seasonality-aware, multi-factor revenue predictions for strategic planning.

Risk & Classification Models

Fraud detection, credit scoring, and anomaly spotting with interpretable models.

Marketing Mix Modeling & Budget Optimization

Predict channel ROI before you spend — optimize every dollar.

Simulation & Scenario Modeling

Monte Carlo simulations and what-if analysis for data-backed decision making.

Infrastructure & Delivery

Real-time dashboards with predictive overlays
Feature engineering pipelines and retraining logic
CI/CD for model deployments and monitoring
Forecast confidence intervals and anomaly detection
Integration with your BI tools, CRM, or ERP

What Makes Us Different

We work backwards from your business KPIs, not model hype
We deliver working, explainable solutions — not black box mysteries
Our systems scale with your ops, your teams, and your ambition

Talk to an expert

Our reviews

CI/CD Rebuild: Hands-Off Delivery at Scale

CONFLICT transformed SteadyMD’s brittle deployment workflows into a hands-off CI/CD pipeline that builds, tests, and ships code automatically—with near-zero errors. From chaos to confidence, we engineered a system that deploys everywhere, on demand, with human gates for control.

SteadyMD – Compliance & Security

SteadyMD turned to CONFLICT to meet HIPAA and SOC 2 demands without derailing velocity. We hardened their production cloud, implemented real DevSecOps, and embedded audit-ready security into every layer—engineering confidence, not just compliance.

SteadyMD – Custom App Dev & Embedded Team Support

SteadyMD trusted CONFLICT to build and maintain a custom non-core application—fully staffed, fully managed—for over a year. We embedded seamlessly, shipped consistently, and owned the stack until sunset. No hires, no drama, just clean delivery.

DevCamps: On-Demand Cloud Environments

SteadyMD partnered with CONFLICT to tame chaotic dev workflows. Our DevCamp environments cut deployment lead time by 45%, doubled velocity, and slashed error rates by 80%. From friction came velocity—engineering confidence, built on precision.

Zonos – PHP SDK Development

Zonos asked CONFLICT to build a PHP SDK developers would actually love. We delivered clean interfaces, clear docs, and hardened endpoints—helping partners integrate faster, with fewer questions and less churn.

SteadyMD – Production Support & Operations

When SteadyMD needed rock-solid production support, CONFLICT stepped in. From backups to incident response, we stabilized systems, hardened ops, and kept healthcare infrastructure humming. Uptime, confidence, and velocity—all engineered into the platform.

SteadyMD – Staff Augmentation & Embedded Engineering

SteadyMD embedded CONFLICT engineers to run a non-core application end-to-end for 14+ months. No ramp-up, no micro-managing. Just seasoned devs who shipped, supported, and sunset the system with surgical precision.

Team One – Cloud, DevOps & SRE Support

Team One LA brought in CONFLICT to harden infrastructure, optimize DevOps, and support SRE initiatives across internal and client projects. We delivered speed, stability, and scalable cloud ops—without the overhead of building it in-house.

Zonos – API & Web Development

Zonos relied on CONFLICT to build and maintain core APIs and internal-facing UIs that power operational workflows. We delivered durable endpoints, clean interfaces, and production-grade velocity—without creating tech debt.

Read testimonials

Let’s talk

Ready to turn hindsight into foresight?

Let’s build a predictive system that guides smarter decisions — not just reports on the past.

Contact form

[email protected]

Start a project chevron

305-403-9663

Talk to an expert chevron