AI products
AI agent development and automation for production: an AI automation agency that ships agents, RAG, and agentic workflows with evals, observability, and a fallback for when the model has a bad day.
What this engagement actually looks like — start to ship.
Most "AI software" is a demo held together with duct tape. We are an AI automation agency that builds production systems: agents that handle real workflows, retrieval pipelines that actually retrieve, and the boring infra (eval suites, prompt versioning, cost dashboards) that lets you tell what changed and why.
Our agentic AI development services cover the whole arc: custom AI agents, voice agents, and n8n or Make automations, scoped honestly to your use case. When a no-code workflow is genuinely the right answer, we say so; when the agent is core to your product, we build a custom, instrumented one you own outright.
We work with the major model providers: Anthropic, OpenAI, Google, open-weight via Together, and we will pick the right one for your job, not the one with the loudest marketing.
Every potion, fully labeled.
- 01Agent or pipeline architecture doc
- 02Production codebase with structured outputs
- 03Eval suite (golden + adversarial cases)
- 04Cost & latency dashboards
- 05Prompt versioning and rollback flow
- 06Human-in-the-loop fallback paths
Recent shipped builds.
- 12,000+
- students onboarded in season one
- 87%
- guided-flow completion
- 4.8★
- avg user rating
- < €4
- avg AI cost per student
Chatberry — AI WhatsApp marketing platform
An Arabic-first WhatsApp marketing platform: AI-powered chatbot, bulk official-WhatsApp messaging, multi-agent shared inbox, interactive buttons and rule-based reply automation — a complete WhatsApp marketing toolkit.
Ashpulp Technologies — AI / data / dev studio
A studio marketing site for Ashpulp Technologies — a digital partner combining data analytics, AI, marketing and web/software development. The site reports 40+ delivered projects, 5+ AI-powered builds and three years of practice.
AI Calling Agent — outbound AI voice ops
An outbound AI voice product with a back-office dashboard for ops: Dashboard, Calls, Transcriptions, AI Agents, CRM, Users and Settings — the full operational surface for running and analysing voice campaigns.
Parcoursup Zen — AI orientation for French post-bac
A French-language guidance platform that helps post-bac students navigate Parcoursup. AI matches student profiles against 23,000+ formations, tracks application deadlines, drafts motivation letters, and offers a chatbot for orientation questions.
ReadyShortlist — vetted tech talent in 72 hours
An end-to-end product for Pakistan’s vetted tech-talent network — marketing site plus admin portal for managing candidates, employers, briefs, the candidate funnel and a 5-point vetting workflow that ships interview-ready shortlists in 72 hours.
How we scope and price
Bespoke AI builds are priced to their real risk, not a fixed menu. We pin the use case, the data, and the eval bar first, then quote a fixed-scope build you can plan around. Where the work is well understood enough to productize, we publish the price instead: see the solutions pages.
- A short paid discovery: use case, data audit, eval targets
- Fixed-scope build phases, each ending in a working demo
- Instrumented from day one: cost and latency dashboards
- Ongoing support or a clean handover; your call
Tell us the use case and we’ll scope shape, timeline, and cost together on a quick call.Book a free call
Common questions.
01What does an AI agent development company actually do?
We take an agent from use case to production: a short paid discovery to pin the workflow and data, an architecture with structured outputs, an eval suite (golden + adversarial cases), cost and latency dashboards, and human-in-the-loop fallbacks: then a clean handover or ongoing support. The unglamorous parts (evals, cost caps, fallbacks) are what separate a shipped agent from a demo.
02Do you build custom AI agents, or wire up no-code tools?
Both, honestly scoped. For a well-defined workflow, a no-code automation (n8n or Make) can be the right and cheapest answer, and we will tell you so. When the agent is core to your product (bespoke logic, real reliability targets, or data you cannot hand to a third party), we build a custom, instrumented agent you own outright.
03Which model providers do you use?
Anthropic Claude is our default for reasoning-heavy work. OpenAI for fast-and-cheap. Open-weight models on Together or Modal for sensitive data or cost-sensitive workloads. We mix where it makes sense.
04How do you handle cost overruns?
We instrument every call from day one. Per-customer cost dashboards, hard daily caps, automatic graceful-degradation when budgets are approached.
05How much does it cost to build an AI product?
It depends on the surface area: a single well-scoped agent or RAG feature is a few weeks; a full product with evals, dashboards, and fallbacks is more. We start with a short paid discovery to pin the use case and data, then quote a fixed-scope build so there are no surprises.
06How long does an AI build take?
Most first versions ship in 4–8 weeks: discovery, a working demo, then hardening (evals, cost/latency dashboards, human-in-the-loop fallbacks). We ship a usable demo early rather than disappearing for a quarter.
07Are you an AI automation agency or an AI agent development company?
Both: the two overlap more than the labels suggest. As an AI automation agency we wire up workflows (n8n, Make, custom code) that move work between your tools; as an AI agent development company we build agents that reason and act inside those workflows. Most engagements are a mix: an agent doing the thinking, automation doing the plumbing.
08What are agentic AI development services?
Agentic AI development means building systems where an LLM decides what to do next (calling tools, retrieving context, and looping until a task is done) rather than following a fixed script. Our agentic AI development services cover the architecture, the tool-calling and memory layer, the eval suite that keeps it honest, and the cost caps that keep it affordable in production.