What frameworks do you use for agents?

We use LangGraph, AutoGen, and custom orchestration depending on complexity and reliability requirements. We choose based on your needs, not trends.

How do you handle agent reliability?

Retry logic, fallback paths, confidence scoring, human-in-loop escalation, and adversarial input testing. We don't ship agents without a defined failure mode strategy.

Can you build multi-agent systems?

Yes. Orchestrator + worker patterns, specialist agent handoffs, and shared memory architectures for complex, parallel workflows.

What happens when an agent makes a mistake?

Every agent has explicit fallback behaviour, escalation paths to human reviewers, and full audit logs so you can trace, understand, and correct failures.

Service/Operations

AI Agents and Automation

Replace repetitive workflows with intelligent agents.

We design and build AI agents that use tools, call APIs, process documents, and orchestrate multi-step workflows. Every agent includes human-in-the-loop checkpoints that keep everything auditable and safe.

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Key outcomes

Repetitive workflows automated with measurable accuracy
Human review at the right touchpoints, not everywhere
Full audit trail and escalation paths built in

Typical engagement

4–10 weeks

Workflow analysis and automation roadmapAI agent design and implementationTool integrations: CRM, ERP, APIs, databasesEvaluation harness and monitoring dashboardsRunbook and handoverWorkflow analysis and automation roadmapAI agent design and implementationTool integrations: CRM, ERP, APIs, databasesEvaluation harness and monitoring dashboardsRunbook and handover

Who it's for

Built for teams that need this now

This service was designed around a specific kind of problem. If any of these sound like your team, you're in the right place.

Ops & automation teams

Looking to move beyond RPA and rule-based automation into intelligent, adaptive workflows

CX and support teams

With high-volume ticket queues that need intelligent triage, routing, and resolution

Sales and research teams

Wanting AI-assisted prospecting, briefing, and proposal generation workflows

Common triggers

Signs you need this

Most teams come to us after one of these moments. Recognise any of them?

Rule-based automation keeps breaking on edge cases and exceptions

Your support team is overwhelmed with repetitive, solvable tickets

You want agents that use real tools - APIs, databases, web search, internal docs

You need reliability safeguards and human escalation paths built in from day one

You've experimented with ChatGPT but need something production-grade and auditable

Recognise two or more of these?

Let's talk - no commitment

<5%

Target escalation rate

“We treat every ai agents and automation engagement as a production commitment - not a prototype.”

- Thinkscoop Engineering

How we deliver

4 phases to production

Every engagement follows a structured delivery process with clear artifacts at each stage - so you always know exactly where you are.

Blueprint01

Agent Design

Workflow blueprint and state machineTool definition schemaEscalation frameworkHuman-in-loop decision map

Build02

Agent Implementation

Working agent with tool integrationsUnit and integration test suiteEvaluation harness with pass/fail criteriaPrompt library and version control

Deploy03

Production Setup

Production deploymentMonitoring and alerting dashboardAudit log systemHuman review queue interface

Optimise04

Tuning & Iteration

Performance and accuracy reportCost-per-run analysisPrompt tuning and regression logUpdated evaluation suite

Questions

Straight answers

The questions we get asked most often. No marketing spin - just clear answers.

Ask us anything

What you get

Every deliverable, spelled out

Workflow analysis and automation roadmap

AI agent design and implementation

Tool integrations: CRM, ERP, APIs, databases

Evaluation harness and monitoring dashboards

Runbook and handover

Ready to get started?

AI Agents and Automation starts with a 30-minute call.

No sales pitch. We'll scope your project, challenge assumptions, and tell you honestly if this is the right fit - before anything is signed.

Book a Discovery Call See relevant work