Fibinaci Make your enterprise data AI-native Apply →
PILOT PROGRAM · OPEN · LIMITED COHORT
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§ 00 · Premise 2026

Make your enterprise data AI-native.

Fibinaci connects your company's data to your AI, so every function of your business can actually run on it. Accurate answers. At scale. Without the runaway bill.

Apply for a pilot → Watch the demo
§ 01 Demo Live walkthrough · 4:41

Most enterprise AI works in demos and breaks in production. Watch what changes when your data is AI-native.

Play · 4:41
Figure i Agent walkthrough · enterprise warehouse 2026
§ 02 Industry signal 2025—2026

As of April 2026, leading AI model prices have doubled. Most enterprises are stuck. The reason is the same one buyers have been finding for two years.

Figure i
70%

of companies discover their data infrastructure is the AI bottleneck only after launching1

Figure ii
31%

is the best accuracy a frontier model hits on real enterprise data2

Figure iii
46%

of AI pilots get scrapped before production3

Figure iv
4.6×

AI inference prices increased on the leading frontier models in early 20264

It is not the model that is broken.
It is everything between the model and your business.

References
1Sinequa, "How to Measure Enterprise AI Search and Agentic AI ROI," 2026.
2Spider 2.0 enterprise text-to-SQL benchmark, April 2025. Best model execution accuracy on real enterprise schemas with 1,000+ columns.
3Writer, "AI Adoption in the Enterprise," 2026 survey of 2,400 knowledge workers and C-suite leaders.
4OpenAI and Anthropic public pricing changes, April 2026. GPT-5.2 input pricing rose from $1.25 to $5.75 per M tokens.
§ 03 What changes The day you plug in

Three things move the moment Fibinaci is in place. None of them are abstract.

Inference spend

Your AI bill goes down.

AI that knows your data does not have to load it. Smaller context, smaller models doing work that used to need frontier ones. Real dollars off your monthly inference spend, in a market where frontier prices are climbing fast.

Monthly inference cost · illustrative
Before
$47K
With
$14K
~70% reduction. Smaller models, leaner context.
Accuracy

Your AI starts being right.

The bottleneck on accuracy is not model size. It is context quality. Fibinaci builds a clean map of your data once. Every agent uses it. Smaller models stop guessing and start answering on the messy reality of your business.

Accuracy on real enterprise data
Before
31%
With
~87%
Spider 2.0 baseline. Smaller models with the right context beat frontier without it.
Time to value

Your pilots stop dying.

No more four-to-six-month integration cycles per system. No more security review blocking every project. Connect once, AI plugs in across the company, security signs off the first time. Your CFO sees outcomes inside one budget cycle.

First agent on real data
Before
18 wks
With
3 wks
From kickoff to live workflow. Inside one budget cycle.
§ 04 How it works Three movements

Fibinaci sits between your data and your AI. No rip and replace. No new pipelines. No changes to existing infrastructure.

01

Connect

Read-only, encrypted connection to your data sources. Fibinaci extracts metadata only. Row data never moves.

02

Build the map

A living map of your data: what exists, what it means, how it connects, what is safe to touch. Approved by your team before any AI sees it.

03

Plug in your AI

Your AI plugs into the map. Any agent on any model. Claude, GPT, in-house, open source. Connect once, switch any time. Every action audited.

§ 05 No lock-in By design

The biggest risk in enterprise AI is not the wrong model. It is getting locked into one.

i · MODEL AGNOSTIC

Any agent. Any model.

Connect once and run any agent on any model. Claude, GPT, in-house, open source. Switch any time. Your data layer does not change. Your agents do not break.

ii · DATA SOVEREIGNTY

Your data stays yours.

Data never leaves your environment. Fibinaci extracts metadata only. Results stream directly from your warehouse to your AI. Nothing is stored or cached at Fibinaci.

iii · BARGAINING POWER

Prices rise, you can move.

When a model provider raises prices or deprecates a version, you switch. Your bargaining power stays yours. No months of code rewrites and re-testing.

iv · FULL AUDIT

Every action recorded.

Every action by every agent is logged. You see exactly what was accessed, when, and by which agent, in real time. Pull the plug on any agent, any time.

§ 06 Pilot program Cohort 2026

A 90-day proof of value. No commitment.

We are not asking you to buy. We are asking you to prove it works on your data, on your timeline, on your terms. If the numbers do not move in 90 days, we should not be your vendor.

What you get
  • Twelve months of free access. No contracts, no risk.
  • A working agent on real data within 90 days.
  • Direct weekly access to the founders throughout the build.
  • Your use case shapes the product roadmap directly.
  • First priority on every feature and integration.
  • Pilot recognition at public launch.
What we need
  • One technical champion for weekly syncs.
  • A real data environment to build against.
  • Honest feedback throughout the build.
  • A written case study after ninety days in production.

In 2024, you experimented. In 2025, you ran pilots. In 2026, your board wants AI on the P&L. This is the conversation to have now, not in six months.

Apply for a pilot → team@fibinaci.com