Technology Evolution Solutions, LLC
AI and data platform consulting for ISVs and enterprises
We help data-platform companies define connector strategies, build intelligent AI context layers, and sequence roadmaps from $50M toward $100M+ ARR — without losing the engineering rigor that got them there.
Services
Practical advisory and hands-on architecture for teams shipping AI and data products.
AI Strategy & Roadmap
Executive advisory on sequencing AI investments to accelerate ARR and reduce execution risk.
Data Connectors & Context Layers
Design governed AI access to warehouses and lakes so customers and agents get the right historical data.
Inference Routing & Observability
Benchmark commercial and open-source models and instrument latency, cost, and accuracy with OpenTelemetry.
Enterprise Vector Search & MCP
Deploy native vector search inside Postgres, Oracle, and BigQuery and build agentic data pipelines.
Operator-level experience, not deck-level advice
From defining connector strategy for data-platform ISVs to shipping semantic search in production enterprise databases, we work alongside engineering and product leaders to make AI investments real.
$50M → $100M+
ARR roadmap acceleration
Enterprise
Postgres, Oracle, BigQuery deployments
OpenTelemetry
Inference observability instrumentation
MCP
Agentic data pipeline architecture
Ready to make your AI roadmap concrete?
Book a free 30-minute consultation to discuss your data platform, AI strategy, or inference infrastructure.