AI workflow design
Identify where AI should and should not sit in the process, based on risk, value, and operational reality.
Enterprise AI architecture & engineering
Enterprise AI that actually gets into production.
Agentek designs, governs, and deploys AI workflows across real systems, real controls, and real operational constraints — built for regulated enterprises.
The problem
Most AI initiatives fail between pilot and production.
The issue is rarely the model. It is the workflow, the controls, the data, the integrations, and the operating model around it. Agentek helps enterprises solve those real-world constraints so AI can move beyond slideware and isolated demos.
What we do
01 / Workflow
02 / Controls
03 / Delivery
Strategy, control design, and implementation shaped for enterprise reality.
Architecture and governance
Design the control layer around AI with human review, escalation paths, observability, and clear decision boundaries.
Implementation and scale
Move from concept to live deployment across enterprise systems, with Agentek-led delivery and specialist implementation support where needed.
Use cases
→ Operations
→ Compliance
→ Servicing
→ Knowledge
→ Review
→ Assurance
Designed for workflow-heavy, regulated, operationally complex environments.
Document intake and triage
Automated classification, extraction, and routing of inbound documents with human review thresholds for exceptions.
Client onboarding and KYC
Agent-led onboarding workflows with compliance-bounded controls and full audit trail for regulated industries.
Claims and servicing workflows
Multi-step claims processing with deterministic SOPs, escalation paths, and integration into case management systems.
Knowledge-grounded operations support
Retrieval-grounded agents that answer operational queries from your own knowledge base, with confidence thresholds and citations.
Compliance and review workflows
AI-assisted review with human-in-the-loop sign-off, designed for environments where audit and explainability are non-negotiable.
Workflow assurance and escalation
Monitoring, exception handling, and escalation logic built in from day one — not bolted on later.
Why Agentek
Built for enterprise reality, not AI theatre.
Agentek is strongest where workflows, controls, systems, and operating model all matter at once. That is where most AI projects slow down, and where structured design makes the difference.
Architecture first
We start with the workflow, controls, data, and operating model. Not a random AI demo.
Governed by design
Human-in-the-loop review, confidence thresholds, auditability, and escalation are designed in from day one.
Built for enterprise reality
AI has to work with existing systems, fragmented data, compliance constraints, and real operating teams.
Outcome-led delivery
We focus on production use, measurable impact, and operating models that can be sustained after launch.
How we deliver
One accountable front door from discovery to deployment.
Agentek leads the architecture, governance, and client outcome. Where it helps execution, we bring in selected specialist implementation partners under an Agentek-led delivery model.
// Delivery ecosystem
Agentek leads architecture, governance, and outcome. Implementation is delivered through selected specialist engineering partners under Agentek's accountability. The client relationship and architectural control stay with Agentek.
Prioritise the workflow
Define the business problem clearly and identify where AI will create measurable operational impact.
Architect the controls
Map controls, data, integration points, and human decision boundaries before any code is written.
Ship into real systems
Implement into production with Agentek leading delivery and specialist engineering support where useful.
Measure and scale
Refine, govern, and scale once the workflow is live, with monitoring and operating model in place.
Proof of fit
// Regulated
// Architecture
// Governance
Credibility for complex operational environments.
Regulated industry experience
Delivery experience in environments where audit, compliance, and operational resilience are non-negotiable. Legal, financial services, and other regulated workflows.
Production-grade architecture
Built on LangChain, LangGraph, vector stores, and major cloud platforms. Deployable into client-controlled environments for GDPR and data residency compliance.
Governed by design
Human-in-the-loop, confidence thresholds, escalation paths, and audit trails built into every workflow from the architecture stage. Not retrofitted afterwards.
// Technology foundation
LangChain
LangGraph
AWS
Azure
Google Cloud
Contact
Start with the workflow, not the hype.
If you are trying to move AI from idea to operation, Agentek can help shape the use case, define the control model, and design the path to production.
// Email
hello@agentek.co.uk
// Book a call
30-minute intro call
Open booking →
// Best for
Enterprise AI strategy, workflow design, and implementation planning