Your People are
too valuable for
repetitive work.
Let your Agents take the Load.
We automate all recurring reports, controls, filing preparations and complex reconciliations with custom-built Agents working alongside your existing systems. No ERP replacement. Your team reviews and approves only. Agents are 100% owned by you, run on your IT Stack, and work under your terms. Delivered in weeks, not months.
Every high-performing team
has the same problem.
"The work that matters keeps losing to the work that's just urgent."
Remove the burden from your team once and for all. A minimum level of automation is now within everyone's reach — the baseline to have in place before discussing any broader transformation.
See what your agent actually produces.
A real agent example — the Credit Control Assistant. It takes your raw files from every source, reconciles and controls them, then delivers the finished work: chaser emails ready to send, the full board pack, and an always-ready Credit Committee file with minutes. No more manual updates. Structured, auditable, repeatable — built to your workflow.
Want to see more — and play with the agent yourself? Get into our sandbox, free.
Play with the agent — free →One team of specialists. Pick yours.
Seventeen automation agents, grouped by function. Every one built on the same principle: your team stops producing and starts deciding.
Is this AI or automation?
Both — but they're structurally different, and the distinction matters for compliance, pricing, and what you can promise your board.
These agents are not AI in the LLM sense. They are Python scripts and rule-based logic that execute a defined sequence of steps — extract, calculate, format, flag, output — with zero variability. If the input is the same, the output is always the same.
No language model. No probabilistic output. No hallucination risk. Every step is traceable, auditable, and repeatable by design.
These agents have the same deterministic core as Tier 1 — the data extraction, calculation, and formatting all work the same way. What's added is a reasoning and drafting layer powered by an LLM: written commentary explaining variance drivers, risk narratives, anomaly interpretations.
The LLM does not touch the numbers. It reads the deterministic output and drafts language around it. The figures are always produced by code; the LLM writes the explanation of those figures.
The bottom line: Tier 1 is pure automation — code that runs a fixed process. Tier 2 adds an LLM on top, but only for the language, never for the numbers. In both cases, your team reviews and approves the output. Nothing goes to your board or your regulator without a human sign-off.
What changes from day one.
From brief to live Agent in 4 weeks.
A simple, structured process. Your total involvement: ~3 hours.
You do
- Tell us where you need to free capacity
- Describe your current process
- Share your anonymized raw data as-is: PDF, XLS, Word, TXT — this is a Standalone Agent (reads files your team already exports — no system connection needed)
- Or tell us where to fetch the data directly — this is a Connected Agent (integrates with your system via MS Task Scheduler, or system schedules / input folder configuration)
We do
- Scope the agent from your brief
- Design workflow & validate data quality issues to handle
- Send spec for your approval
Two types of agents.
Two honest price structures.
Deterministic agents: choose between a one-time perpetual fee or an annual license. AI-augmented agents are scoped per engagement. Support billed separately.
| Structure | Year 1 | Year 2 | Year 3 | 3-Year Total |
|---|---|---|---|---|
| Perpetual (Capex) | AED 40,000 | — | — | AED 40,000 |
| Annual license (Opex · deploy + license) | AED 26,000 | AED 16,000 | AED 16,000 | AED 58,000 |
| Support (either structure · 1-year) | +AED 3,199/mo | |||
Deterministic agents: USD 7,000–20,000 (AED 25,700–73,500), perpetual or annual license — exact price fixed at scoping · AI-augmented agents scoped per engagement · Support billed separately at AED 3,199/mo, 1-year engagement · Code owned by you from day one on perpetual · Regulatory updates included in support
Built by people who know complexity from the inside.
For every team still working through it.
We've worked inside complex organizations and we know most often legacy systems can't be ripped out. We've been there and we build from there. There is always a way.
- ▸The cheapest, most cost-efficient route to immediate transformation results. No complex or unreliable AI programs, no consulting marathon — working agents, measurable from month one.
- ▸One-time Capex or annual license. Straight to your problem. Scoped, bounded, standalone. No open-ended consulting engagement.
- ▸100% data sovereignty. Your infrastructure. Your control. Deterministic agents run entirely on your own IT stack — your data never leaves your servers. Not a contractual promise, a technical fact. AI-augmented agents default to a self-hosted model; an external API only if you approve it at scoping.
- ▸Open-source stack. No license fees. Nothing proprietary. Python, PostgreSQL, Docker, Git — industry-standard components your IT can inspect line by line.
- ▸You own everything. No lock-in. No dependency. All code, prompts and BRD docs handed to you at go-live. If you stop tomorrow, every agent keeps running. AED 0 redundancy cost.
- ▸Live in 2–4 weeks. Not a 6-month implementation project. Simple agents in 2 weeks, complex deployments in 4. Your total involvement: ~3 hours.
- ▸Built by insurance CFOs. No briefing required. ACORD, IFRS 17, Solvency, RI bordereaux, CBUAE/DFSA returns — we've been in that room and filed those returns. Adaptable to other regulated industries.
- ▸GDPR and CBUAE by architecture. Data residency by design, full immutable audit trail, complete DPIA documentation.
- ▸Low maintenance. High performance. 24/7 monitoring, regulatory updates and accuracy tracking included in support — issues fixed before you notice them.
23 years of ground experience in complex and regulated environments across GCC and Europe: AIG, PartnerRe, Marsh McLennan, Coface, Etihad Credit Bureau… I led transition and transformation programs and set up Finance and Operations teams almost from scratch — 23 years of migrations and IFRS (or broader reporting dimensions) updates almost every quarter. Lately, with no-code AI, this is where I delivered my all-time greatest capacity gains on Operations and Finance workflows. A real game changer — zero excuses anymore for inefficiency!
Connect on LinkedInTwo ways to begin.
Play with a real working agent yourself, right in your browser — no install, no cost, no commitment.
Play with the agent — free →A structured diagnosis of where your finance and operations functions leak time, cash and control — with a prioritised roadmap and a board-ready, fixed-price build case. Fee fully creditable toward the build.
Request the audit Download the Audit scopeYour ledgers, SOAs, bordereaux, policy and KYC data never leave your environment. Built by a finance leader, not a generic automation shop.
Stop producing.
Start deciding.
Start with one agent. For multi-agent programmes, the first agent is delivered as a scoped proof of concept — at our cost.
Built and designed by an insurance CFO, for teams who know that complexity and capacity are never an excuse.
Book a call →