AI automation development pricing

Ranges for automation that saves real work: WhatsApp assistants, internal copilots, document flows, and guarded LLM integrations tied to your data and ops tools.

AI project cost is driven less by model hype and more by guardrails, observability, and what happens when the model is wrong. We price for production behaviour: escalation paths, logging, and human oversight where it matters.

What moves the price

Use these drivers when you compare quotes. Two proposals with the same page count can differ sharply once integrations, roles, and post-launch load are included.

Channel and volume

WhatsApp, web chat, email, or internal tools, plus peak message and token load.

Knowledge and data access

RAG (Retrieval-Augmented Generation), document stores, and permissions on sensitive data.

Tooling and actions

Whether the agent only answers questions or also updates CRM, tickets, or orders.

Evaluation and safety

Test sets, refusal rules, PII handling, and review workflows before wide rollout.

Hosting and model costs

Inference spend, caching, and South African latency and connectivity constraints.

Human-in-the-loop

Admin review queues, handoff to staff, and audit logs for regulated or high-trust use cases.

Typical AI automation engagements

Project typeTypical range (ZAR)

Pilot assistant

One channel, bounded knowledge, manual review, limited actions.

R80k – R200k

Production WhatsApp or ops bot

Live channel, CRM or ticket hooks, monitoring, admin oversight.

R200k – R500k

Multi-workflow AI platform

Several agents, document pipelines, analytics, strict reliability targets.

R500k – R1.2m+

Ranges are planning guides for South African delivery in 2026. Final quotes follow discovery. Third-party fees (stores, APIs, messaging) are excluded unless stated in scope.

Retainer options after launch

Models, APIs, and business rules change. AI systems need ongoing evaluation, prompt and workflow updates, and incident response like any production service.

Monthly retainer philosophy

Build & Support Retainer

Lightweight systems with predictable upkeep · maps to Essential tier

R18 000 / month from

Single assistant with low traffic and predictable knowledge updates.

  • Uptime and error monitoring
  • Bug fixes and security patches
  • Small feature updates
  • Basic support with clear response windows
Full tier breakdown
Most common after launch

Product Growth Retainer

Active product iteration for evolving businesses · maps to Growth tier

R45 000 / month from

Active tuning, new intents, and integrations with sales or support stacks.

  • Continuous feature development
  • Integration work (payments, CRM, messaging)
  • Performance and UX improvements
  • Analytics and conversion support
Full tier breakdown

AI Systems Retainer

Complex platforms that cannot afford downtime · maps to Ecosystem tier

R85 000 / month from

AI across multiple products with high volume, compliance, or platform uptime needs.

  • Multi-system architecture ownership
  • Cloud infrastructure and cost discipline
  • AI and data integrations
  • Scaling, reliability, and incident response
Full tier breakdown

Frequently asked questions

Compare your scope to these bands

Send your brief on WhatsApp or run the estimate tool for a ballpark on greenfield builds. Retainer fit is agreed after we review your live stack and roadmap.

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