Subtextly Advisory

AI & agentic risk advisory for financial services.

We help risk, technology, and operations leaders move from "what's our agentic strategy?" to "we shipped the first monitored agent last Tuesday."

Practitioners, not decks. Ship, not shelfware.

Our Belief

The next decade of AI will be won not by the teams that build the most — but by the teams that can explain what they built.

Every financial institution is now an AI company in a hurry. Boards want agent inventories. Regulators want explainability. Business lines want to ship. All three pressures are legitimate. All three are usually in conflict.

The institutions that win the next cycle won't be the ones with the biggest model budget — they'll be the ones whose risk, technology, and business functions have agreed, in writing, on how they govern agents together.

Subtextly Advisory exists to make that agreement — and the first shipped pilots that prove it — happen faster.

How we help

Three service lines. Mix and match.

Every engagement starts with a short, paid discovery — we align on what's real before anyone commits to anything bigger.

01 · STRATEGY

Agentic Strategy & Positioning

For CROs, CTOs, and heads of AI who need a sharp answer to "what's our agentic stance?" — one that survives a board meeting and a regulatory visit.

Typical deliverables
  • Current-state agent inventory and risk heat-map
  • Target operating model (1L/2L/3L across agents)
  • 12–18 month agentic roadmap with milestones
  • Board-ready narrative and decision pack
02 · GOVERNANCE

Governance Design & Control Libraries

The substance behind the strategy. We design the control library, the ownership lines, and the evidence model that makes agentic oversight actually runnable.

Typical deliverables
  • Control library mapped to your existing taxonomy
  • Roles, responsibilities, and escalation paths (1L/2L/3L)
  • Evidence and audit-trail design
  • Regulator-ready documentation pack
03 · SHIPPED PILOTS

Shipped Pilots & Fractional Leadership

Where strategy meets code. We build, govern, and ship the first monitored agent(s) in your environment — alongside your team, not in place of it.

Typical deliverables
  • One to three pilot agents, monitored end-to-end
  • Runtime controls wired into existing GRC stack
  • Fractional CRO / CTO / Head of AI Risk support
  • Handover pack for internal continuity
How engagements work

Short discovery. Clear diagnosis. Delivered outcomes.

We don't run 14-week "assess the landscape" engagements. Every phase produces something you can act on immediately.

01 · DISCOVERY

Paid, two-week scoping sprint

We understand your context, your stakeholders, and what's actually on the board's mind. Outcome: a one-page problem statement both of us would sign.

~2 weeks · Fixed fee
02 · DIAGNOSTIC

4–6 week targeted assessment

Deep work on the specific problem surfaced in Discovery. Current-state inventory, gap analysis, and a prioritised action plan with owners and dates.

4–6 weeks · Fixed fee
03 · DELIVERY

Ongoing, outcome-priced

Shipped pilots, control-library build, fractional leadership — whatever the Diagnostic identified as the highest-impact next move. Quarterly review gates.

Quarterly · Outcome-priced
Why Subtextly Advisory

Practitioners who ship, not consultancies who slide.

🛠️

Operator pedigree

Led by people who've built the controls, shipped the agents, and answered to the regulator — not by teams who've only audited other people's work.

🧭

Product-backed advice

Our advisory is informed by the Subtextly Codex platform — so the patterns we recommend are patterns we're actively building and testing, not borrowed from someone else's slide.

🎯

Small, senior, on the ground

Engagements are staffed by the people who sold them. No bait-and-switch to juniors. Based in Hong Kong, working globally.

📐

Fixed-scope diagnostics

You always know what you're paying for and what you're getting. No open-ended scopes. No billable creep.

Start a conversation

Tell us where you are on the curve.

Whether you're scoping a Discovery sprint, comparing us to a bigger name, or just want a practitioner's second opinion before you commit to something — drop us a note. We reply within two working days.

Based in Hong Kong. Working globally.

risklabs@subtextly.io

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