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Introducing Our First Cell Eion 1.0: The World's First Cognitive Finance Agent

The Corporate Financial Analyst You Don't Have to
Hire, Train, or Manage.

An autonomous hire that lives in your stack, doing the complete job of a corporate financial analyst from day one.

Eion Workspace Dashboard Screenshot

Complete autonomous infrastructure to run corporate finance

Autonomous Corporate Finance Infrastructure
Self-Running & Self-Governing
Observability
Workflows
Building Tools
Context
Models
Integrations

Observability

Evaluates and monitors every financial transaction and entity in real time, tracing performance and surfacing variance alerts and audit trails.

Eion handles the complete lifecycle of a corporate financial analyst.

How Eion embeds and operates across your business.

01 Eion logs directly into your accounting, CRM, payroll, and cloud billing portals. He continuously pulls live statements, audits unbilled compute, and verifies every dollar in real time—with no manual CSV exports, no chasing missing invoices, and no messy spreadsheets.

Ficells Labs Platform

02 He automatically extracts and classifies everything he collects, understanding what each transaction means, mapping it to the right category, resolving duplicate customers and vendors, and normalizing conflicting information across different systems into one coherent view. He flags anything that does not tie out, and if he is not confident, he asks for your approval so he never works from the wrong numbers.

Ficells Labs Platform

03 Once the data is extracted, classified, and resolved, he connects every transaction to every customer, every campaign, and every cost to see the full picture that no one on your team can see, instantly finding hidden discrepancies. A payment isn't just a payment. It's connected to the customer, invoice, subscription, product, campaign, ledger entry, and ultimately the business outcome behind it.

Financial Intelligence Architecture

04 Before executing any financial task, Eion identifies exactly what he needs by checking whether the required data is complete, whether transactions are recorded on a cash or accrual basis, and what prior decisions or events could affect the result. He then verifies that every number ties back to its source, checks for inconsistent records, and validates that the data is current before proceeding. If something still cannot be established with confidence, he asks for your approval instead of guessing.

Ficells Labs Platform
[06] END TO END / CAPABILITIES

A human analyst reacts to the business.
Eion operates ahead of it.

Handles every end-to-end workflow of a corporate financial analyst solving the problems that have held finance back for decades not because teams lacked skill, but because their tools and static software forced them to look backward.

Your campaign says 4x ROI. Eion finds out what it actually made.

He follows every dollar from the campaign to the customers it brought in, the revenue they generated, the cost of serving them, and what happened after they signed. Months later, he can still trace which customers stayed, expanded, churned, or never became real revenue.

"Hired 3x AE in Q2" Active
Projected CAC Payback 8 months
Actual CAC Payback 11 months

He measures the value the business actually created, not the success a platform claimed.

Revenue moved. Eion finds the reason.

He traces the movement across customers, subscriptions, payments, products, pricing, collections, and costs until the real causes emerge. He shows which events drove the change, where they occurred, how much each contributed, and what the shift means for the business now.

You
Why did Q3 gross margin drop 4.2% despite higher revenue?
Root cause identified across 3 vendor pricing shifts.
E

You don't get a variance to investigate. You get the explanation.

He builds the plan. Then keeps it honest.

Eion builds your budget around what is actually happening in the business, revenue, hiring, spending, cash, and runway. He tests what happens if things go better or worse than expected, then keeps the plan updated as reality changes.

You
Increase Q3 marketing budget by 15% and offset by reducing T&E linearly across Q4.

When you're over budget, he finds where it happened, why it happened, and what it means for the business, not just that you're over.

He shows you your business future in more than one version.

Downside. Base. Upside. Each one reflects a different set of business conditions. He shows the effect on revenue, burn, cash, runway, and funding needs, so you can see what would have to be true for each outcome.

MULTI-VARIABLE SIMULATION ENGINE

Every forecast is remembered. When the period ends, Eion compares what it predicted with what actually happened, identifies where it was consistently too optimistic or too conservative, and uses that evidence to improve the next forecast.

He knows your business doesn't operate in a vacuum.

Eion brings the outside world into the decisions you make inside the company, tracking competitors, customer behavior, pricing, vendors, capital markets, industry shifts, and macro changes. He connects what changed outside to what it means for your numbers, plans, and risks.

Baseline Forecast (Q3)
$1.2M MRR
+ Hire 3x AEs in August
$1.45M MRR (+20%)
+ Churn spikes to 4%
$1.05M MRR (-12%)

A vendor changes its pricing. A 25% API price increase isn't just a market update. Eion connects it to your actual usage, calculates the increase in cost, shows the gross margin impact, and feeds the change into the budget and existing plans.

Know when to raise. Know what you're worth. Know what you're giving up.

Eion tells you whether now is the right time to raise, or if waiting strengthens your position. He combines your financial performance and future trajectory with the market, competitors, comparable rounds, and investor activity to show what your company can credibly raise.

Interactive Demo Video Placeholder

He builds the fundraising pieces together: your financial model, investor narrative, valuation, comparable companies and rounds, market conditions, data room, and the metrics investors will expect to see.

Cap Table & Waterfall Simulation Demo Placeholder

Then he helps you determine when to raise, how much to raise, which investors fit your company, and how the round changes your ownership and future financing options.

Fundraising Strategy & Data Room Demo Placeholder

When the process begins, you're not assembling the story from scattered spreadsheets and documents. Eion already has the numbers, evidence, and context connected. The earlier he becomes part of your business, the deeper that understanding gets, making every future raise more informed than the last.

Ficells Labs Primary Showcase
Ficells Labs Secondary Showcase 1
Ficells Labs Secondary Showcase 2
[04.7] INSTITUTIONAL MEMORY / PERMANENT COMPANY RECORDS

Remembers every dollar, decision, and deviation in company history.

When you hire a human analyst, institutional knowledge walks out the door when they leave. Static dashboards only show this month's snapshot. Eion builds a permanent living memory of your company, understanding the full timeline of your business before acting on any task.

Ambient Financial Memory Background
Snapshot 01 Corporate Rules

Founder sets a rule in Month 2. Eion applies it in Month 18.

You clarify your revenue policies, runway targets, and accounting standards once. Eion enforces them across every future plan without having to be told again.

Snapshot 02 Decision History

He remembers every past decision, and exactly what it cost.

When an unexpected cost spike or hiring misstep happens, Eion connects the timeline and preserves the context so you never repeat expensive mistakes.

Snapshot 03 Due Diligence History

An investor asks why margin shifted 9 months ago. Eion does not guess.

He reconstructs the exact timeline of transactions and vendor shifts from Month 1 to Month 9 in seconds.

Saved Company Rules
Founder policies and financial guidelines
4 Active Rules
"Spread annual upfront revenue evenly over 12 months"
Month 2
"Customer payback target capped at 12 months maximum"
Policy
"Currency conversion: Use official reference rate at month-end"
Standard
"Maintain at least 9 months cash runway before new hiring"
Safety Net
Always active in future plans Permanent company rules
Company Decision History
Track what happened, when, and what it cost
4 Past Events
Month 2 Policy Saved
Rule saved: Spread annual upfront contracts evenly over 12 months.
Month 4 Cost Lesson
Hired 3 Sales Reps early. CAC Payback extended by 6 months.
Month 7 · Today Active Event
Vendor cloud costs increased 18%. Gross margin adjusted from 74% to 69%.
Month 18 · Future Automatic Report
Complete historical report ready for Series B investor review in seconds.
Delivered in 10 seconds 100% verified records
Investor Question & Answer History
Instant breakdown explaining the margin shift from Month 1 to 9
Verified History
Investor question · Month 9 "Why did gross margin shift from 74% to 69% in Q3?"
Question
Exact reason found · 24ms Cloud server upgrade + $14.2k data sync vendor added in Month 5
Clear Answer
Supporting documents Bank records, vendor invoices, and board notes attached
Full Proof
Answered in 10 seconds Zero guesswork
[05] AUTONOMOUS WORKFORCE / ALWAYS ON

Complete transparency. Full control. Verifiable math.

Work with Eion

Finance requires complete accuracy. Eion is built with clear data lineage, permanent audit trails, and mandatory human approval—so you always stay in control.

Click Any Number to See the Source

Eion never generates numbers out of thin air. Whether it is your runway forecast, customer acquisition cost, or monthly burn, every single figure traces straight back to the original transaction provenance that created it.

Instant Verification
Click any metric to inspect the raw transactions behind it.
100% Exact Math
Built on your real live data, not generic approximations.
Data Provenance Inspector

Approval Guardrails for Stack Actions

Eion maps data and drafts plans across your stack. Whenever an action is required—like approving a budget or updating entries—he gets your explicit approval first.

Explicit Approval
Required before executing actions
Action Previews
Full review before dispatch
Approval Guardrails for Stack Actions

Instant Control & Capability Toggles

Maintain full authority over what Eion can do. Enable or disable tools, connections, and actions with a single click—strictly scoped to your permissions.

Toggle Tools
Enable or disable capabilities instantly
Scoped Access
Granular permission boundaries
Capability Toggles & Instant Controls

Quantifiable Impact for High-Growth Startups

Eion turns manual financial workflows into automated, zero-error execution that scales with your company.

Engineered for Seed to Series A startups where every decision is make or break.

100%
FP&A Work Automated
100+
Hours Saved Per Month
$150K+
Annual Analyst Cost Saved
24/7
Always-On Analyst Availability
[04.8] INDUSTRY MECHANICS / TAILORED SECTOR WORKFLOWS

Works with you around the exact mechanics of your industry and business model.

Hire Eion

Whenever you onboard Eion, he already understands the nuances, cash cycles, and hidden margin leaks of your sector, acting as an analyst built specifically for your business from day one.

Artificial Intelligence & Machine Learning

He handles token economics and compute modeling as your dedicated AI analyst, tracking inference GPU cluster costs, vector storage, and fine-tuning spend to protect unit economics as your model usage scales.

The earliest stage of your company’s journey you bring Eion into the room, the more he acts like an indispensable partner who knows the DNA of your business better than anyone else.

ficells labs Pre-Seed Startups
fıcells labs Pre-Seed Startups

Build an audit-grade financial baseline before your first dollar in burn.

Explore
ficells labs Seed Startups
fıcells labs Seed Startups

Automate FP&A, verify every vendor expense, and extend your runway.

Explore
ficells labs Series A Startups
fıcells labs Series A Startups

Institutional-grade metrics, cohort retention, and board deck models.

Explore
ficells labs Series B Startups
fıcells labs Series B Startups

Multi-entity consolidation and automated enterprise capital allocation.

Explore
ficells labs Pre-Seed Startups
fıcells labs Pre-Seed Startups

Build an audit-grade financial baseline before your first dollar in burn.

Explore
ficells labs Seed Startups
fıcells labs Seed Startups

Automate FP&A, verify every vendor expense, and extend your runway.

Explore
ficells labs Series A Startups
fıcells labs Series A Startups

Institutional-grade metrics, cohort retention, and board deck models.

Explore
ficells labs Series B Startups
fıcells labs Series B Startups

Multi-entity consolidation and automated enterprise capital allocation.

Explore
ficells labs Pre-Seed Startups
fıcells labs Pre-Seed Startups

Build an audit-grade financial baseline before your first dollar in burn.

Explore
ficells labs Seed Startups
fıcells labs Seed Startups

Automate FP&A, verify every vendor expense, and extend your runway.

Explore
ficells labs Series A Startups
fıcells labs Series A Startups

Institutional-grade metrics, cohort retention, and board deck models.

Explore
ficells labs Series B Startups
fıcells labs Series B Startups

Multi-entity consolidation and automated enterprise capital allocation.

Explore
Read our complete Pricing documentation →
[14] TESTIMONIALS / EARLY ADOPTERS

Tuned in the dark with early adopters.

When we were planning to hire eight senior engineers, I couldn't get a straight answer on what that would do to our cash if sales slowed down for a couple of months. In the past, this meant waiting two or three weeks for a finance analyst to build a spreadsheet model, and by the time we got it, the numbers were already out of date.

Eion modeled the whole scenario in one afternoon. He mapped our actual payroll costs against our real customer renewals, tested what would happen in our worst case situation, and showed us the exact hiring schedule that kept us completely safe. For the first time, we made a major hiring decision with total peace of mind.

Sarah Mitchell
Accountant, Entelligence AI

Our accounting reports always looked clean, but our bank balance at the end of the month was consistently lower than what we projected. The problem was that nobody on our team had the hours to log into our payment processors, server accounts, and billing tools to check every invoice line by line.

Eion did that on his own. He logged into our tools, reviewed the actual statements, and found over eighteen thousand dollars in recurring charges for software we had canceled and billing mistakes from two vendors. That was money quietly draining out of our business that our team had walked past for months. He paid for himself in his first two days.

Elena Vance
Accountant, mili

During our Series B fundraise, our lead investor spent weeks digging through our financial model and customer numbers. If you've been through a fundraise before, you know that quiet fear that a formula in your spreadsheet is broken or an assumption won't hold up under pressure.

With Eion, every calculation in our plan had clear proof behind it, connected directly to our real company bank and billing history. When the board asked why our margins shifted or how our cash would hold up under different growth plans, we had clear, verified answers right away. We didn't have to scramble or say 'let me check with my finance team and get back to you.' We closed the round early because the investors had total confidence in our numbers.

Marcus Torres
Founder & CEO, FieldCamp
[08] DATA SECURITY / ISOLATED

You control your data.

Eion connects to your finance stack to do its job. It's encrypted, it's never sold, it's never used to train AI, and you can delete it whenever you want.

Compliance

Eion is GDPR & CCPA compliant, ISO 27001 aligned, and strictly isolates your private company records from any public AI model training.

Encryption & Access Control

Secured with AES-256 encryption at rest and TLS 1.3 in transit. You retain granular control to revoke portal access or purge cached data instantly.

Read our complete Security documentation →
ISO
27001
GDPR
CCPA

Built for founders building high-growth companies making high-stakes decisions.

Whether you are looking for your first financial analyst or looking to streamline your finance stack, Eion gives you senior analyst output from day one.

Deploy Eion in your stack

Frequently asked questions.

Reach us at hello@ficellslabs.com and you will hear back from a real person who knows the product deeply. We are a small team and that is intentional. No bots. No ticket queues. No copy paste responses. Every conversation you have with us is with someone who genuinely cares about your outcome and can actually help.

Eion is built for real world data, not perfect data. He validates what he receives, flags anomalies at ingestion, and tells you clearly what he knows and what he does not. He will never hallucinate a number to fill a gap. If he cannot answer with confidence, he tells you exactly what data would help him answer better.

No. Eion works on an optimised engine that learns from whatever data you have from day one. Even 2 months of history is enough to generate meaningful forecasts and answers.

Not at all. Eion explains everything in plain language. Built for founders who hate spreadsheets as much as finance teams who are tired of them.

Just like an in-house financial analyst, Eion navigates your financial portals, accounting platforms, billing systems, and regulatory databases (like SEC EDGAR) to retrieve original source statements, download raw ledgers, reconcile figures, and build your models and board-ready deliverables. However, he operates under strict non-custodial boundaries: Eion cannot initiate bank transfers, execute payments, or move company funds. He performs analytical workflows across your stack, while every financial movement and final approval remains 100% in your hands.

Yes. Eion uses zero data retention agreements with all AI model providers: your data is never used for training. All data is encrypted in transit and at rest. We're continuously monitored against ISO 27001 controls via Aikido Security. Your data stays yours.

You can export everything, and we delete your data within 30 days of cancellation. No lock-in, no hostage data.

Yes. Eion is built on a proprietary multi step agent reasoning protocol that plans, queries, and reasons across your specific history, not industry averages. He learns from your customer segments, pricing structures, and acquisition channels to autonomously handle advanced questions like causal attribution and multi variable scenario modeling. In edge cases where he cannot answer with full confidence, he tells you exactly what he knows and what additional data would unlock a complete answer. He will never guess or fill a gap with a made up number.

Yes. You can invite your finance team and co founders directly. Everyone works from the same live data with no version conflicts.