Austin, Texas · Since 2012
E2E Consulting Group designs, builds, and operates the data platforms and AI systems that move enterprises from pilots to production.
Capabilities
Modern lakehouse and warehouse architecture, streaming and batch pipelines, governance, and cost-tuned infrastructure that engineering teams can actually run.
Production AI systems: retrieval, agents, evaluation harnesses, and MLOps — built with the guardrails, observability, and cost controls enterprises require.
Strategy that lands. We define the roadmap, prove value with focused pilots, then scale adoption across operating processes and teams.
Semantic layers, metrics you can trust, and decision products that put reliable answers in front of the people making the call.
The E2E Method
Most AI programs stall between the deck and the deployment. We work the whole arc — which is where the name came from.
Two to four weeks mapping data estate, use cases, and readiness. You leave with a prioritized, costed roadmap.
Small senior teams ship working systems in increments — platform, models, and applications in the same cadence.
Hardening, evaluation, and rollout across business units with the controls risk and compliance need.
Documentation, enablement, and hands-on pairing so your team owns the outcome after we step back.
Case studies
A sample of work across the industries we serve. Each project combined data strategy, platform engineering, and production AI to change how the business operates.
Technicians relied on printed manuals and tribal knowledge to diagnose complex vehicle faults. Diagnostic errors were costly, and repair times varied widely across service locations.
Modernized the diagnostics platform with ML models trained on vehicle telemetry, fault codes, and repair history. Delivered an AI copilot that guided technicians with ranked root-cause recommendations and step-by-step repair instructions.
Property managers were overwhelmed by resident complaints, maintenance requests, and manual insurance checks for contractors. Response delays hurt retention and compliance risk was rising.
Deployed an AI phone agent to answer and triage resident complaints, an intelligent work-management system to route and schedule maintenance, and automated insurance verification for on-site workers before each shift.
Campaigns for hundreds of dealerships were built manually. Creative, targeting, and media spend were inconsistent, and vehicles stayed on lots longer when listings missed the right buyers.
Built an AI marketing engine that auto-generated listings, personalized creative by audience, and optimized media spend across channels. The platform ingested inventory, pricing, and local buyer signals to launch campaigns automatically.
Legacy asset monitoring produced too many false alarms and too little lead time. Maintenance crews were chasing alerts instead of preventing failures.
Unified sensor, weather, and work-order data, then built production ML models that prioritized field inspections and predicted failure windows up to 90 days out.
Claims, underwriting, and finance operated on separate data sources that never reconciled. Fraud investigations were manual and often started too late, while legitimate claims were slowed by redundant reviews.
Delivered a governed data warehouse and event-streaming architecture, then deployed an AI detection system that scored claims in real time and surfaced suspicious patterns for investigators.
Medical supply shortages and overstocks were both common. The procurement team had no reliable way to forecast need across hospitals and clinics.
Built a supply-chain data platform that ingested ERP, usage, and vendor data, then deployed demand-forecasting models used by procurement and logistics teams.
Client testimonials
E2E did not just build us dashboards. They rebuilt how we think about data, shipped production models, and made sure our teams could run it without them. That is rare.
We had been stuck on the same architecture review for a year. E2E came in, cut through the complexity, and had a working data platform in ten weeks.
The best part was the handoff. They documented the models, trained our engineers, and left the code in a state we could actually own.
Industries
About us
E2E Consulting Group has been an Austin-based technology consultancy since 2012. We are a senior-only team of data engineers, ML practitioners, and architects who have spent careers getting systems into production — not just onto slides.
Get in touch
We'll come back within two business days with a point of view — not a sales deck.
Austin, Texas
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