The quiet rewrite of the enterprise.
Conavlytics is a consulting practice and product studio for the agentic era — strategy, architecture, and hands-on product engineering. Built for CIOs and CTOs who can't afford a science project.
Agentic AI doesn't reward the loudest pilot. It rewards the architecture that survives contact with your data, your systems, and your auditors.
We've spent fifteen years modernizing enterprise systems. The new wave — multi-agent orchestration, tool-using models, retrieval over your truth — is the same discipline with a new vocabulary.
We bring senior architects, opinionated frameworks, and the engineering team to ship it — and we build products of our own on the same foundations. From a one-week diagnostic to an embedded squad through go-live, you decide where to start, and where we stop.
A consulting practice with a delivery spine.
Six practices, one team. Scroll — the rail moves sideways.
Custom agentic systems
Architecture, traditional & agentic
Ship the product, end-to-end
Data foundations that scale
Cloud, by design
Strategy with a delivery spine
Six patterns cover most of the agentic enterprise.
Every engagement composes from these. Named patterns mean reusable reference architectures, honest estimates, and no science projects. Keep scrolling — the deck stacks.
Domain copilots
Assistants grounded in your data and policies — underwriting, claims, clinical ops, supply chain. Answers with citations, actions with approval gates.
Autonomous workflows
Multi-step business processes run by orchestrated agents — intake, triage, reconciliation, reporting — with humans handling only the exceptions.
Knowledge systems
Retrieval over your truth: contracts, SOPs, engineering docs, tribal knowledge. Hybrid search, entity graphs, and permission-aware answers.
Agent ops & evaluation
The unglamorous layer that makes agents shippable: eval harnesses, regression suites, cost/latency budgets, tracing, and drift alarms.
AI governance & safety
Model risk management your auditors will sign: usage policies, PII boundaries, red-team reports, human-oversight design, EU AI Act / NIST mapping.
Data & platform foundations
The substrate agents stand on: event streams, lakehouses, feature stores, vector indexes, and the CI/CD to keep it all versioned and observable.
A three-act engagement that ends with software running in production.
We don't do PowerPoint-only engagements. Every phase produces an artifact your team can pick up and run with — even if you decide to stop after the diagnostic.
Audit the architecture & the agent-readiness.
Eight working days. We map the systems, the data, the regulators, and the risks. You leave with a candid report you could hand to a board.
A target architecture you can defend.
We design the agent topology, the tools, the guardrails, and the phased path to get there from where you actually are today.
Embedded engineering through go-live.
Senior architects + engineers join your team. Two-week increments, working software every increment, hand-off when you say so.
Four engagements, four systems in production.
The proof behind the practice. Open a file — the brief, what shipped, and how the cutover actually went.
They built our threat-detection data platform from raw event streams to analyst-ready intelligence. Our security team now acts in minutes, not days.
Their healthcare analytics and AI work turned fragmented clinical and claims data into models our teams ship to hospital clients. A genuine engineering partner, not a slideware vendor.
Agentic eCommerce, in production: catalog enrichment, quoting, and order-exception agents wired into our commerce stack. Straight-through processing is up double digits.
Notes from production.
Short, opinionated writing from live engagements — no thought-leadership filler.
If an agent isn't gated by a regression suite, it isn't in production — it's in rehearsal. How we wire pass-rate gates into CI.
Planner, architect, coder, reviewer: why agent topologies end up looking like the teams they replace — and what that means for governance.
Permission-aware retrieval over your truth beats a bigger context window. Notes from three knowledge-system builds.
One conversation — one architecture plan in your inbox the next morning.
Thirty minutes with a senior architect. No assessment fee, no slideware. A plan you could execute starting Monday.
Start the conversation.
Tell us what you're exploring. A senior architect — not a sales rep — reads every message.
Irving, TX 75038