LLM SquaredThe Office of the CEO · powered by thinqOS
We build AI for the whole institution. Starting with the seat that runs it.
Every function in a financial institution has its own software. Nobody builds for the CEO. We do: a digital office around the chief executive, staffed by agents, running on a brain you own. Then the same foundation powers agentic departments across the institution, governed and examiner-ready from day one. We specialize in financial services: banks, credit unions and fintechs.
Two doors in · one path up
Start at the seat that runs it. Scale to the whole institution.
Not one executive with a chatbot. An office: a brain you own plus a staff of agents, stood up for a seat that matters. There are two doors in: try it as one person, or stand it up for the institution. From there the path is the same, seat by seat, until the whole institution runs on one foundation.
Professional Pro Door one, for a single executive who wants proof before the institution commits to anything. The same office, scoped and priced for one person: your brain, a chief of staff agent, and a daily brief that reads everything so you read one page. If it earns its keep, it converts into the Office of the CEO without rebuilding a thing.
Door one · soloThe Office of the CEO Door two, and where most engagements begin: the seat that runs it. Your brain, a digital chief of staff, a chief technology advisor, stood up on a foundation your institution owns. Built and validated on real work in 90 days.
Most start here ↓The C-Suite The path up. The same pattern, extended seat by seat: CFO, COO, chief risk, chief lending. Each office gets its own brain and staff, all reasoning on shared, governed context, so the executive team stops briefing itself by email and forwarded PDFs.
Then, seat by seatThe Full Institution Where the path leads. Every department agentic on ContextCore: credit, compliance, operations, all drawing from one governed, examiner-ready, auditable foundation. The graduation, when you are ready for it.
The end stateEvery tier runs on the same foundation, built once. Nothing gets rebuilt, nothing gets thrown away: each step inherits everything the last one learned.
Foundation first
Pause the enterprise AI shopping. Build the brain the purchases need.
Every vendor pitching you right now is selling an outcome that depends on context they do not have: your objectives, your strategy, your data, your way of deciding. Buy the outcome before the foundation and you pay enterprise prices to teach someone else’s software who you are. Then you pay it again for the next vendor, and the next. Build the foundation first and the order reverses.
A brain you own
Your policies, board reports, strategy and history, structured as how your institution actually works. Built once. Every future outcome, bought or built, draws from it.
Evaluation gets cheap
Vendors compete on merit instead of on your ignorance of your own data. Every pitch gets measured against a foundation you already hold.
Deployment gets fast
The first working version of your executive world model deploys in under an hour, from documents you already have. It compounds with every working session.
The Office of the CEO
Not a dashboard with your name on it. A small staff of agents with one mandate: total situational awareness.
Your role is where every decision that matters lands. It deserves an office built for it: not a tool, an office. Staffed by agents, running on your own context, working the way you work. Three builds.
Your Brain
The executive world model: a working digital twin of your expertise and judgment. Your objectives, your strategy, your history, the way you actually decide, held in a separate, access-controlled perimeter apart from the operational data. You are reasoning with it the same day it is built.
The Digital Chief of Staff
The most powerful seat in any organization is access plus schedule. Yours zooms out across the whole institution, zooms in on what moved, raises its own questions, and briefs you in tight, decision-ready documents. Not a feed to scroll. A brief to act on. You read one page; it read everything else.
The Chief Technology Advisor
Every AI pitch that reaches your desk gets evaluated against your objectives, your stack, your budget, and the foundation you now own. What does it cost, what does it threaten, what does it duplicate, and what would we build instead? The agent that ends “what should we buy?” as a guessing game.
Zoom out, zoom in, decide. The office does the reading. You do the deciding.
Proof, by example
One example: the Agentic Credit Department.
Your first outcome can be any workflow that costs you real hours. Here is one we stand up often: the foundation, pointed at the workflow where community banks and credit unions bleed the most. Assembly, not judgment, is the bottleneck: officers doing analyst work because the institution never hired the analyst. We stand one up, agentically. The committee does not shrink. The department grows.
Complete borrower context
Financials, prior relationships, covenant status and history. Ready in seconds, not hours of PFS and tax-return pulls.
Policy-aware by default
Every memo pre-checked against your loan policy, risk appetite, pricing guidelines and concentration limits.
Portfolio intelligence
Each loan compared to your book and its performance. Concentration, correlation and early warnings surfaced before committee, not at the exam.
Judgment preserved
Your officer keeps the decision seat. Relationship knowledge, risk instincts and the final call stay with your team.
The credit department is one proof, not the only one. Your first outcome can be underwriting, onboarding, compliance testing, dispute resolution, or whichever workflow costs you most. Same foundation, built once. Adding outcomes does not typically increase its cost.
ContextCore · the platform underneath
A read layer on your core, not a replacement.
Whatever core and digital stack you run stays exactly where it is. ContextCore sits on top as the governance and transparency layer, built for the questions your examiners will ask. AI managing AI: the platform watches the models so your people can watch the business. Model-agnostic by design: own the context, rent the engine.
Cost control
Usage understood and contained per outcome, per model, per user. You see what every answer costs.
Data visibility
Every query, document pull and inference logged and auditable, event by event.
Model management
Versioned and rollbackable. Freeze during exams. Dynamic routing sends each query to the right model at the right cost tier.
No vendor lock-in
Any model can be swapped as the field moves. Access control is role-based and granular: you decide what the AI can see, seat by seat.
Built-in PII filter
Private data does not leak. In or out.
Redaction runs locally, inside your walls, and strips PII before data reaches any frontier model and again in the output your people see. Both directions, every connection, with a full record of what was caught.
The governed bridge
Offices think. The institution knows.
Every office reaches organizational intelligence through one designated, governed gateway, never a free-for-all. One door, full audit trail: the line your examiners can trace.
Your offices
Executive seats and their agents, each with its own mind, memory and judgment.
The institution
Shared organizational intelligence, on the core you already run.
The engagement
Try before you commit. Validate on your own standards.
A phased investment, measured in outcomes instead of licenses. Phase 1 is a fixed-fee, 90-day Minimum Viable Outcome: we host, you validate against your own criteria on real work. Phase 2 moves the system onto your infrastructure. Stop after Phase 1 and your data comes back with written destruction evidence.
From data room to first outcome in production in 90 days, hosted by LLM Squared.
- Fixed fee, milestone-based. No surprises.
- Your foundation built from documents you already have.
- Validated against your standards, on your real files, before any long-term commitment.
The system migrates to a cloud environment in your name, or on-premise for the strictest data-residency posture.
- Your keys, your data, your infrastructure. 12-month term, no lock-in beyond it.
- Our hosted copy destroyed at transition, with written attestation.
- Adding future outcomes on the same foundation does not typically increase the monthly fee.
How it works
From scattered context to a decision you can defend.
Four layers that compound, on top of the systems you already use. Each layer extends the value of the last, and the foundation is built once.
ContextCore
Your board reports, policies, procedures and core data, ingested and structured as how your institution actually works. The brain, built once.
thinqOS
The office layer. A mind and a staff of agents for every seat that matters, each reasoning on the foundation and briefing its executive.
Outcomes
The Office of the CEO, the Agentic Credit Department, and whatever comes next, all drawing from the same foundation.
Proof
Every AI-influenced output traceable to its source documents. The audit trail your board and your examiners can act on.
An agent worth having should not have to stay inside one office. Agents your team builds on thinqOS will be shareable across your institution, and in time, on your terms, beyond it.
Security & trust
Built to pass your diligence, not just talk about it.
Security review is the first real gate. The platform is built SOC 2-first so your vendor-risk team can clear us quickly, and the full due diligence package is ready on request: security, data destruction, insurance, subservice providers, references.
Humans decide
The system drafts; your people decide. Human-in-the-loop by design, with accountability documented at every step.
Encrypted and audited
AES-256 at rest, TLS 1.2/1.3 in transit, role-based access control and event-level audit logging from day one.
You own your data
All data provided, all derived content, all generated outputs. No third-party model training on your information.
Reversible
If we do not continue, all data is deleted and returned with a written destruction-evidence attestation: scope, method, verification, timestamp, signatory.
Get started
“What can you do for me?” Fair question. Ask it.
Sixty minutes, you and us. We map the one decision or workflow that costs you the most, and show you what the first 90 days would produce. It starts with you, not your org chart.
Prefer email? info@llmsquared.com