AI Systems & Intelligent Automation

Agents that
work while
you sleep

We design, build and deploy AI agents and agentic workflows that eliminate repetitive work, cut error rates and dramatically improve how government and enterprise services are delivered.

Autonomous Agents Multi-Agent Pipelines RAG Systems Workflow Automation Document Intelligence Voice Agents
pa-agent-runtime · active
# Initialising PA Agent Runtime v2.4 agent = PAAgent("procurement-classifier")   # Connect tools agent.add_tool("document_reader") agent.add_tool("govt_portal_scraper") agent.add_tool("email_dispatcher")   # Deploy with memory + guardrails agent.set_memory(backend="postgres") agent.set_guardrails(compliance="ngov-2025") agent.deploy(env="production")   ✓ Agent live — processing 47 documents/min ✓ 0 errors · 99.97% accuracy · SLA met
80%
time saved
24/7
uptime
10×
throughput

What we're talking about

What is an AI Agent — and why does it matter?

Most software waits to be told what to do. An AI agent decides, acts, and adapts — on its own — to get a job done.

Traditional Software

Follows a fixed script

  • Only does exactly what it's programmed for
  • Breaks when inputs are unexpected
  • Requires human decision-making at every branch
  • Cannot reason, summarise or adapt
AI Agent

Understands goals, not just commands

  • Perceives context and plans multi-step actions
  • Uses tools — APIs, databases, browsers, emails
  • Adapts to unexpected situations and self-corrects
  • Works autonomously 24/7 with memory and guardrails

Agentic Workflows

When agents work together

An agentic workflow is a chain of specialised agents, each handling a slice of a complex task — handing results off, checking each other's work, and looping back when something's wrong. Think of it as a highly coordinated team of digital workers.

Trigger / Input
Orchestrator Agent
Specialist Sub-Agents
Review & Guardrails
Action / Output

Agents communicate via structured messages · memory persists across sessions · humans stay in the loop where required

Real-world applications

What agents can do for your organisation

Select your sector to see the specific workflows we can automate for you.

01

Permit & Application Processing

Agents read, classify and route permit applications. They verify documents, check eligibility, flag errors and send status updates — without human input.

↓ 90% processing time
02

G2P Disbursement Monitoring

Monitor, reconcile and report on government-to-person payment flows. Agents detect anomalies, flag duplicates and generate audit-ready reports in real time.

↓ 95% reconciliation errors
03

Citizen Inquiry & Complaint Agent

AI agent handles citizen emails, WhatsApp and portal messages — classifies issues, retrieves case data and gives accurate responses with zero wait time.

↑ 4× citizen satisfaction
04

Procurement Intelligence

Agents scrape tender portals, summarise EOIs, extract eligibility criteria and pre-populate bid templates — saving weeks of manual procurement research.

↓ 85% research time
05

Civil Service Onboarding Agent

Automates staff onboarding across MDAs — collects forms, verifies identity, provisions access and notifies all relevant departments sequentially.

↓ 70% onboarding cycle
06

Compliance & Audit Agent

Continuously monitors transactions and records across systems for compliance, generating flagged reports and escalations without manual review.

↑ 100% audit coverage
01

KYC & Onboarding Automation

AI agents verify identity documents, run AML checks and pre-fill onboarding data — cutting KYC from days to minutes.

↓ 92% KYC cycle time
02

Financial Statement Generation

Agents pull transaction data, apply IFRS rules and auto-generate P&L, balance sheet and cash flow statements — audit-ready, every month.

↓ 80% reporting time
03

Fraud Detection Pipelines

Multi-agent systems that monitor real-time transactions, spot anomaly patterns and escalate flagged cases to compliance teams instantly.

↑ 3× detection accuracy
01

Patient Triage & Routing Agent

Agents assess patient intake forms, flag urgency levels and route to the right department — reducing ER bottlenecks and wait times.

↓ 60% triage time
02

Clinical Notes Summarisation

AI reads doctor notes, unstructured EMR data and discharge summaries — producing clean structured records that integrate with any HIS.

↑ 95% data completeness
03

Supply Chain & Drug Inventory

Agents monitor medication inventory across facilities, predict shortfalls and auto-trigger re-orders to central pharmacies.

↓ 75% stockout incidents
01

Internal Knowledge Assistants

A RAG-powered agent trained on your internal docs, policies and SOPs — answers staff questions instantly, accurately and with citations.

↓ 65% helpdesk tickets
02

Email & Inbox Triage Agent

Reads, classifies and drafts responses to incoming email. Prioritises, routes and flags urgent messages — keeping inboxes at zero.

↓ 70% email response time
03

Contract Analysis & Extraction

Upload any contract — agents extract key clauses, obligations, dates and risk flags. Structured JSON output drops straight into your CRM or DMS.

↓ 88% review time

How we work

Build. Deploy. Test. Maintain.

We handle the entire lifecycle — from understanding your workflow to running a live agent in production with monitoring and guardrails in place.

1

Discovery & Workflow Mapping

Week 1–2

We sit with your team to understand the exact process we're automating — every step, every decision point, every exception. We map the workflow, identify where AI adds the most leverage, and define the guardrails upfront.

Stakeholder workshops Process audit Risk & compliance scoping Tool inventory
2

Agent Design & Architecture

Week 2–4

We design the agent architecture — choosing the right LLM backbone, toolset, memory strategy, retrieval approach (RAG vs fine-tuning) and orchestration framework. We write the system prompt, define tool schemas and structure the evaluation criteria.

Model selection Tool schema design RAG pipeline setup Prompt engineering
3

Build & Integration

Week 4–8

We build the agent into your existing stack — integrating with your APIs, databases, portals and communication channels. The agent is containerised, version-controlled and deployed via CI/CD with full rollback capability.

API integrations Database connectors Docker deployment Auth & security
4

Testing & Red-Teaming

Week 7–9

We don't just test for happy paths. We red-team the agent — throwing adversarial inputs, edge cases and load tests at it. We use structured eval suites to measure accuracy, hallucination rate, latency and compliance before a single user touches it.

Eval suites Adversarial testing Load & stress tests Hallucination scoring
5

Live Monitoring & Continuous Improvement

Ongoing

Post-launch, we run live dashboards tracking every agent action, error, and output. Monthly improvement cycles refine the agent based on real usage patterns. We stay on — you're never left holding a black box you can't understand.

Observability dashboards Error logging (Sentry) Monthly eval cycles Model updates SLA reporting

Why Practical Automation

We've built for African institutions. We know the constraints.

01

Compliance-first by design

We build with Nigerian and African regulatory contexts in mind — NDPRf, CBN guidelines, NITDA frameworks. Guardrails are baked in, not bolted on.

02

Stack you already own

We integrate with your existing systems — not the other way around. Postgres, REST APIs, WhatsApp Business, Excel, whatever you have. No rip-and-replace.

03

Humans always in the loop

We design agents that escalate when they're uncertain, flag exceptions and keep an auditable trail. You always know what the agent did — and why.

04

Low-bandwidth resilience

Agents built to handle intermittent connectivity, async queuing and graceful degradation — because African infrastructure is real, and we design for it.

05

Full team, not freelancers

You get engineers, an AI architect, a QA specialist and a project manager — not one person wearing five hats. Coordinated delivery from day one.

06

We've done this in production

Live agents across GBMDP, ProspectAI, Storlo and government portals — not prototypes.

Talk to us about your use case →
Ready to build?

Let's build your
first agent together

Tell us the workflow you want to automate. We'll scope it, design it and show you a working prototype — before you commit to anything.

hello@practicalautomation.io · Responds within 24 hours