Agentic Consulting · Quantumgroup.uk

We build autonomous agents
that run your industry.

Agent Factory, Training & Enablement, and Agentic Strategy — for organisations ready to move from AI pilot to AI operations.

Book a discovery call →Explore the factory
✓6+ industries✓40+ agents in production✓8-week average delivery
Agent Factory01
We build the agents

Custom AI agents designed, built, and deployed for your specific industry workflows. From scoped prototype to hardened production in 8–12 weeks.

Explore industries →
Training & Enablement02
We train your team

A structured 5-day programme to equip engineers, architects, and leaders to build, evaluate, and govern agentic systems in-house.

See the curriculum →
Agentic Strategy03
We chart the map

A 2-week discovery engagement to identify your highest-value agent opportunities, quantify the ROI, and produce the build roadmap.

View the process →
Agent Factory

Purpose-built agents for every industry.

We don't sell generic AI wrappers. We design agents around your domain, data model, and compliance requirements — then deploy them into your stack.

Hc
Healthcare & Medtech

Patient intake automation, clinical documentation, triage routing, and prior-auth agents that cut admin time by 60–80% without touching clinical decisions.

Agents we build
Patient Intake AgentClinical Notes AgentPrior Auth AgentTriage Router
68%
reduction in admin time
Training & Enablement

Your team, fluent in agentic AI.

A structured 5-day programme delivered on-site or virtually. We cover fundamentals through production governance — tailored to your industry and stack.

01 ─
All roles1 day
Agent Fundamentals
  • What language models can and cannot do
  • Tool use, memory, and planning in agents
  • Prompt engineering for reliability
  • Reading and evaluating agent traces
02 ─
Engineers & Architects2 days
Agent Architecture
  • Single vs multi-agent orchestration patterns
  • Context window and state management
  • Data access, RAG, and retrieval design
  • Inter-agent communication and trust boundaries
03 ─
Engineers & QA1 day
Evaluation & Testing
  • Building evals for agentic workflows
  • LLM-as-judge techniques
  • Regression testing agent behaviour
  • Production monitoring and observability
04 ─
Leaders & Compliance1 day
Governance & Guardrails
  • Human-in-the-loop design patterns
  • Approval gates and risk controls
  • Compliance, audit logging, and data residency
  • Responsible AI policy and incident response
5-day intensive · from £8,500
On-site or virtual · Up to 15 participants · Materials included · Custom syllabus available
Book a cohort →
How we work

From idea to operations
in 8–12 weeks.

01
Discovery

Map your existing workflows. Identify the ten highest-value automation opportunities. Quantify time savings, error reduction, and build vs buy calculus.

1–2 weeks
02
Architecture

Blueprint the agent system. Define tool access, data sources, human oversight checkpoints, and measurable success criteria before a line is written.

1 week
03
Prototype & validate

Build a working prototype on real data. Run structured evals. Demonstrate ROI to stakeholders before committing to the full production build.

2–4 weeks
04
Production build

Harden the system. Integrate with your existing stack, security model, and compliance requirements. Set up monitoring, alerting, and rollback procedures.

4–8 weeks
05
Handover & training

Enable your team to own, operate, and extend the system. Monthly retainer available for evolving requirements and new agent deployments.

Ongoing
6+
Industries served in production
40+
Agents deployed and running
8 wks
Average scoping-to-live timeline
100%
Milestone-based billing — no upfront
Why Quantumgroup

Built on the principle that agents should earn
their place in production.

Domain-first design

We start by mapping your industry's workflows — not by wrapping a generic model. Every agent is designed around your data and compliance constraints.

Eval-driven builds

We write evals before we write agents. Every output is measurable. You see accuracy, latency, and failure modes before we go live.

We ship, then we train

Delivery isn't handover. We stay through production hardening and run the enablement programme so your team can own the system permanently.

No lock-in

We build on open-standard tooling — Claude, OpenAI, open-source orchestrators. You own the code, the prompts, and the evals.

Security & compliance native

Data residency, PII handling, audit logging, and role-based approval gates are designed in from day one — not retrofitted.

Fixed-scope milestones

No retainer trap. Each phase has a clear deliverable and a fixed price. You sign off before we move forward.

Get started

Ready to build your agent stack?

Book a 45-minute discovery call. We'll map your highest-value opportunities and tell you exactly what we'd build — with no commitment required.

Book discovery call →Send a brief
✓No commitment required✓NDA available✓Reply within 24h
Typical first engagement
Agentic Strategy
£4,800
2-week discovery + opportunity map + build roadmap
Agent Factory — Prototype
from £18,000
One agent, scoped, built, and eval-tested in 4 weeks
Training Programme
from £8,500
5-day cohort, up to 15 participants, custom syllabus
Production Build
from £45,000
Full agent system, integrated, hardened, monitored
All engagements are milestone-billed. Prices vary by complexity, integration depth, and compliance requirements.