Proven In The Field
Real engagements, described honestly
Every engagement below is protected by client NDA. We describe the work, not the client — happy to go deeper on a call.
01 · Media & Advertising
From a prompt to a live, forecast-backed media buy
For a global digital advertising platform, we are building an agentic planning and activation layer that turns a natural-language brief into an executable, audited media buy — with human approval built in.
Money never moves on an LLM's word alone — every buy is validated and human-approved before it executes.
- Chat-first brief extraction turns a single prompt into a forecast-backed, executable media plan
- A guardrail and policy engine enforces budget, market and product boundaries before anything executes
- Provider-agnostic execution network, built MCP / A2A-first so partners can onboard without our engineering
- Idempotent, auditable execution — a retried or interrupted action never executes twice
02 · Public Sector & Regulation
Agentic oversight across a multi-operator market
For a European federal transport regulator, we are applying Calyxio's agentic compliance foundation to oversee licensing, safety and pricing conduct across several ride-hailing operators in one national market.
Continuous, not periodic
Ongoing monitoring of driver vetting, licensing and safety-reporting data in place of a periodic manual audit.
Market-wide, not operator-by-operator
Anomalous pricing, surge and dispatch behaviour flagged against the regulator's own rulebook — across every operator, not one at a time.
Explainable by design
Every finding is evidence-backed and traceable, ready for the inspector or public authority that has to defend it.
One platform, not one process per operator
A single governed foundation replaces a separate compliance process built for each operator in the market.
03 · Private Banking & Wealth
Bloomberg analytics and an RM co-pilot for private banking
For a private bank's markets and wealth business, we are building a specialist Bloomberg analytics layer and a relationship-manager advisory co-pilot on the same governed foundation.
RM Advisory Co-Pilot
- Pulls house view, client mandate and holdings into one place
- Reconciles them into a one-page, client-specific pre-call brief
- Suppressed ideas are explained, not just the top picks
- A suitability gate blocks anything outside the client's mandate
Bloomberg Desk Analytics
- Cross-asset signal, flow and structuring-idea analytics
- Automated, desk-tuned market-commentary briefs
- Post-trade transaction-cost analysis on Bloomberg pricing
- Entitlement-aware: checks each user's own permissions — no shared service account
Pilot hypothesis: 30–50% less prep time per idea — baselined against the desk's own numbers, then measured, not assumed.