AI Agent Development for Business Operations — Delivered in 90 Days
We build bounded AI Agents that operate inside real workflows with guardrails, escalation rules, and audit logs.
No “AI theatre”. No random chatbots. Just governed automation you can measure
The Bounded Method
Book a Discovery Sprint
Trusted by SMEs who need reliability, not novelty — and who buy solutions, not AI.
Download The Free Executive Brief
A guide for SMEs who want reliable agents, not unpredictable chatbots.
Turn Operational Chaos into Control in 90 Days.
We don’t “implement AI”. We re-engineer workflows and deploy production-grade agents that reason, plan, and execute within a strict scope.
What You Get
- Hours of admin work removed every week
- Fewer errors, less rework, faster turnaround
- Clear “who does what” when confidence is low (human-in-the-loop)
- A governed system that stays safe as your process evolves
90-Day Tactical Playbook — AI in Operations (90 Days)
A step-by-step framework to turn messy workflows into governed, measurable automation (ebook + editable bonus pack).
Free Executive Brief — The Bounded Agent Method
A straight-talking guide for SMEs who need dependable agents — not flaky chatbots.
The Bounded Agent Method
A disciplined path from “we should use AI” to a stable, working system.
1
Days 1–10
Discovery & Specification.
2
Weeks 2–8
Build & Implementation.
3
Day 90
A stabilised, governed, and measurable outcome.
Bounded scope. No improvisation. No theatre.
The Core Philosophy
Discovery Sprint (7–10 working days): define the agent, boundaries, metrics, and acceptance tests.
Implementation Sprint (2–6 weeks): deploy in production with guardrails, escalation, and logging.
Managed Operations (monthly): keep it accurate, safe, and improving.
Stop the “AI Theatre”
Most AI projects fail because they lack a bounded scope and engineering discipline. We bridge the gap between messy manual processes and high-performance automation.
The 90-Day Promise
Ninety days is the “sweet spot” to implement, integrate, and measure a production-grade AI workflow without losing momentum or credibility.
Discovery → Implementation → Managed Ops for SMEs who want automation with guardrails, not “a chatbot and a prayer.”
Discovery Sprint
clarity + plan + prototype
Implementation Sprint
build + integrate + deploy
Managed Ops
monitor + improve + keep it safe
Days 1–10 — Discovery & specification
Weeks 2–8 — Build, integration, and rollout
Day 90 — Stabilised, governed, measurable outcome
AI Agents We Build
Sienda Ltd is focused on one thing: building operational AI Agents that run inside business processes safely.
- Order Intake Agent — turns emails/messages into validated orders
- Operations Triage Agent — classifies requests, routes work, and flags risk
- Compliance Checker Agent — checks required documents and requirements
- And more — tailored to your real workflows and specific needs.
Want to see the guardrails in action? Request private access to our reference demo (escalation + audit log included).
Investment Tiers
| Service Phase | USA (USD) | UK (GBP) | EU (EUR) |
| Discovery Sprint (7–10 days) | $5,000 – $10,000 | £4,000 – £8,000 | €4,500 – €9,000 |
| Implementation Sprint (2–6 weeks) | $20,000 – $60,000+ | £15,000 – £50,000+ | €18,000 – €55,000+ |
| Managed Operations (Monthly) | $3,000 – $15,000+ | £2,500 – £12,000+ | €2,800 – €14,000+ |
Final pricing depends on workflow complexity, integrations, and compliance requirements. The scope is always agreed upfront.
What Some Clients Say
Clear, focused, and extremely effective
L. COFONE – CEO CONSETRA LOGISTICA
Here’s what works in the real world!
J.R. PEREZ – CEO FRUKLAS
We discovered inefficiencies we hadn’t spotted before, and the solution delivered is outstanding.
R. DAVIDS – AGRIBUSINESS BROKER
We’re saving hours every day thanks to this AI agent’s clean, practical workflow, and its risk controls are spot on.
G.M. – PROPERTY MANAGEMENT
Ready to explore an agent for your workflow?
Book a Discovery Sprint and we’ll turn “AI ideas” into a scoped plan with measurable outcomes.
If you’d like to see how this works in practice, we can send you a private link to test the reference AI agent demo (guardrails, escalation, audit log included). Request access via our book page.
Learn More About Our Approach & Process
Stop “AI strategy” meetings — grab the AI in Operations playbook and start cutting workload with clear, measurable automations (ebook + editable bonus pack)
Get the Ebook – Includes editable Bonus Pack (DOCX). $37 launch offer
Download AI Myth-Buster (free)
A playful field guide to what AI is, what it isn’t, and how not to be duped by hype. Download it now and you’ll also receive a 5-email mini-series packed with practical AI tactics, guardrails, and real-world workflows.
WHY SIENDA
35+ Years of Experience
Multidisciplinary mindset
From logistics to learning systems, our work cuts across sectors and disciplines.
Fluent in both tech and business
We speak Python and plain English. Sometimes at the same time.
Sharp, strategic, and just the right amount of irreverent
Because solving serious problems doesn’t require taking ourselves too seriously.