Foresight AI Labs
For firms where a mistake is a regulatory event

The capacity of a team.
The accountability of one signature.

Foresight AI Labs builds AI agent workforces for regulated industries — each agent an expert in one domain, able to take over a workflow your people are drowning in. Every agent is designed, reviewed, and signed off by an accountable human architect before anything ships.

The work runs around the clock — workflows execute autonomously overnight, and your team arrives to finished work and a short approval queue. Nothing final happens without your sign-off. No headcount added. No black box.

Nothing enters your systems of record without code you can audit.
The Foresight guarantee — AI drafts and recommends; only deterministic code commits
What changes for your business

Pick your industry.
See the before and after.

Under the hood: the final step in every workflow is executed by tested, deterministic software — never by an AI model. That is how the results stay defensible.

Live, in production

Systems our founder architected and built run the daily operations of a hedge fund's back office today — not a pilot, in production.

170,000+

Compliance restrictions screened before a trade is allocated, in seconds — in a system our founder designed and built.

~99%

Accuracy answering plain-language operations questions against live fund data — in a system our founder designed and built.

Meet the team

Meet the agents we field.

Most firms show you a team page of consultants who will learn your business on your invoice. Ours is different: we field agents that already know your industry, built on methods proven in production, delivered as a purpose-built agent that runs your specific workflow — then keeps running it.

Track records cite production systems designed and built by our founder for enterprise platform clients. Client and platform names are withheld by agreement.

Built into every agent we field

Answers in your language

Your team asks a question in plain words — in English, French, German, or whichever language your operation runs in — and gets a correct, sourced answer in seconds, in the same language. No report request, no analyst backlog.

Reads your paperwork

Notices, subscription docs, statements — turned into clean, verified data. Confident results flow through; anything uncertain is routed to a person.

Knows when to ask a human

Routine work runs automatically. Uncertain or high-stakes items are escalated to your people — and you decide where that line sits.

Leaves a trail an auditor can follow

Every read, decision, and action is recorded in order, permanently. The audit file writes itself as the work happens.

Industry experts — one per regulated domain
Alternative Investments Production-proven

Keeps trades inside every restriction and gets capital calls out the door — accurately, quickly, and with a paper trail your fund's counsel will love.

Founder track record
Pre-trade compliance screening · capital call processing, built for a fund operations platform
Business result
Restriction breaches caught before the trade, not after
Scale today
170,000+ restrictions per check
Healthcare Revenue Platform built

Chases the money your practice has already earned — eligibility, coding review, denial follow-up — so revenue stops leaking between visit and payment.

Track record
A full revenue-cycle platform, HIPAA-compliant
Knows
The rules of 80+ payers and 40+ specialties
Business result
Fewer denials, faster payment, less staff burnout
Residential Real Estate Platform built

Keeps closings moving. Tracks every party, deadline, and document across attorney, lender, and title — and flags what will stall the deal before it does.

Track record
A transaction platform built for NY/NJ/PA closings
Why it's hard
Attorney-state closings first — the hardest market, on purpose
Business result
Fewer blown deadlines, fewer dead deals
Pharma In development

Our newest expert, bringing the same discipline — every record traceable, every decision defensible, data kept where regulation says it must stay — to pharmaceutical operations.

Focus
Validated, audit-ready document workflows
Status
Active enterprise engagement, under NDA
Our promises

Four commitments we make
to every client.

AI never holds the pen

Our agents draft, check, and recommend. The step that moves a dollar, files a record, or books a trade is always performed by tested software you can audit — never by a model's judgment.

You can answer your regulator

Every action is recorded, in order, permanently. When an examiner asks "why did the system do this?", there is a complete, timestamped answer — because the audit trail is built in, not bolted on.

Your data sits alone

Your information is walled off from every other client's — separate storage, separate encryption keys. Isolation is how the system is built, not a promise in a policy document.

A person stays in charge

Confident, routine work flows through automatically, around the clock. Anything uncertain, high-stakes, or final waits in your approval queue for a human decision. You decide where that line sits — and you can move it as trust grows.

The human layer

Every agent answers to an architect.
The architect answers to you.

The agents are the workforce. The accountability is human. Francis Xavier — founder and Chief AI Officer — designs every system the agents work inside, reviews what they build, and signs his name to what ships.

He brings 25+ years of enterprise technology leadership — Warner Bros. Discovery/HBO, NBCUniversal, and Prudential Financial — to founding Foresight, and it shows in the posture: the goal is not to remove people from your operation, but to put accountable human judgment in command of far more capacity than any headcount plan could buy.

When you engage Foresight, you contract with him. The agents are his leverage — not your counterparty.

Francis Xavier
Role
Founder & Chief AI Officer
Directs
The Foresight agent workforce, across four regulated domains
Background
Warner Bros. Discovery/HBO · NBCUniversal · Prudential Financial · MBA, MS
Base
New York metro
Engage

Bring us the workflow that hurts.

Tell us where the hours go, where the errors happen, or where the auditors linger. We'll show you what it looks like run by an agent — with your numbers, on your data, before you commit to anything.

Start a conversation