QA.comQuintessence Analytics
Services

Build AI. Automate work. Trust the outcome.

Six disciplines that move an enterprise from AI experimentation to production — agents that do real work, evaluated before they ship, governed once they're live. Pick the one you need, or bring us a workflow that spans all six. Top AI services at your budget: we scope every engagement to a fixed price that fits.

System performance analytics dashboard on a laptop
01

AI Workflow Automation

We automate the specific process that's currently eating the most manual hours — invoice validation and approval, email triage into your CRM, document review and routing — combining AI judgment with your existing systems and a human approval step, then measure it before asking you to trust it with more.

  • One workflow automated end to end first, with integrations into the systems you already run
  • A human approval path built into the flow, not removed for the sake of a demo
  • A measurement dashboard showing exactly what the automation is and isn't handling
02

Enterprise Data Analytics

Analytics only pays off when the data underneath is ready for it. We start with a short data-readiness check - what data you have, where it lives, how clean and connected it is - and only then build: driver-level forecasts, interactive dashboards and decision systems that monitor the real signal, analyze it and recommend the next move, with the assumptions attached.

  • A data-readiness check first: sources, quality, gaps and the quickest route to value
  • Driver-level forecasts with the assumptions attached, not a single unexplained number
  • Interactive, filterable dashboards built to be queried, not a static export
  • Every AI output reviewed by a senior analyst before it ever reaches a client
03

AI Agent Development & Automation

We build enterprise AI agents that do a specific job end to end — retrieve the right information, call the tools they're authorized to use, execute a workflow, and escalate to a human exactly where the rules say they should. Not a chatbot demo — a system that finishes the task.

  • HR, finance, IT support, customer service, procurement, and document-processing agents
  • Tool use and system integrations scoped to what the agent is actually authorized to touch
  • Human escalation built in at the decision points that call for it, not bolted on after launch
04

AI Agent Quality & Evaluation

Before an agent goes near a real customer or a real decision, we test it the way its failure modes actually show up: accuracy, hallucination rate, task completion, tool-use correctness, prompt-injection resistance, data leakage, policy compliance, cost, and latency — scored, not asserted.

  • A test suite and evaluation scorecard built around your agent's actual failure modes
  • A named Production Readiness status, not a vague 'looks good to us'
  • One-time assessments or recurring evaluation as the agent and its usage evolve
05

AI Governance & Risk

Once AI is in production, someone has to be able to answer who owns it, what it can access, and what happens when it's wrong. We build the AI/agent inventory, permissions review, oversight policy, and audit trail that makes an enterprise AI deployment defensible, not just functional.

  • A real AI/agent inventory — what's running, who owns it, what data it can touch
  • Human-oversight policy, incident response, and lifecycle controls, not a policy PDF nobody follows
  • Built as an independent check, not graded by the same team that built the agent
06

AI Data & Knowledge Systems

An AI agent is only as good as what it can retrieve. We build the ingestion, retrieval (RAG), and permission-aware knowledge layer underneath — so answers are grounded in your real documents and data, respect who's allowed to see what, and cite where they came from.

  • Enterprise document ingestion and permission-aware retrieval, not a flat unsearchable dump
  • Source-grounded responses your team can actually verify, not confident-sounding guesses
  • Built to support the agents and automations above, not a standalone science project
Strategic intelligence

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Not sure which discipline fits? Tell us the decision— we'll scope the mix.

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