Document Reconciliation Engine

A database tells you what was true.
Elara tells you what's true now.

An AI reconciliation engine for regulated industries. Elara cross-checks every specification, formula and certificate against the live record — and shows you, with evidence, exactly what changed.

First proven in cosmetics with RCMA Makeup. Pharma, food, chemicals — next.

It allowed us to shift from data entry to decision-making.

Agi Denes, Ph.D., MBA, R&D Director
The Research Council of Makeup Artists Inc.
  The film · 2 min
Watch how Elara turns a batch of supplier documents into a decision-ready summary.

The problem

The rules for regulated industries are being rewritten faster than teams can absorb them.

Tariff & supply-chain disruption

Supplier landscapes shift monthly. HTS classifications and country-of-origin documents need constant re-verification.

The 2026 compliance wall

Six regulatory programs converging inside a twelve-month window.

FSMA 204MoCRAEU AI ActPFASEUDR / CSRD / DPPBIOSECURE

Manual reconciliation breaks at scale

Analyst-driven review cannot keep pace with the volume these forces generate. The bottleneck is no longer regulation or sourcing — it is human capacity to extract, validate, and reconcile.

Until it all lands on one desk. Yours.

How it works

Hand Elara a batch of documents. Get back a report you can act on.

We expected document extraction; instead, Elara reasons across multiple documents, identifies inconsistencies, and answers questions we never thought to include in the requirements.

Agi Denes, Ph.D., MBA, R&D Director
The Research Council of Makeup Artists Inc.
iReads every document
iiExtracts entities & claims
iiiReconciles against the live record
ivReturns a decision-ready summary

Elara flags what needs attention. People decide. Gaps, conflicts, and compliance-critical items are surfaced — never buried in the output.

Rosehip Seed Oil — Supplier Spec Decision-ready summary
What I know now
INCI: Rosa Canina Fruit OilCAS 84696-47-9Lot RC-2287Cold-pressed
Claims & compliance signals
Origin: ChileFunction: emollientAllergen-freeMoCRA-relevant
Still needs attention
CoA missing for Lot RC-2287Origin conflicts with prior shipment

It felt like I was working with a technical analyst.

Agi Denes, Ph.D., MBA, R&D Director
The Research Council of Makeup Artists Inc.

Instead of simply choosing one value, it explained discrepancies, identified which document it considered the more reliable source and why.

Agi Denes, Ph.D., MBA, R&D Director
The Research Council of Makeup Artists Inc.

ProofThe RCMA pilot

A four-week production-readiness pilot with RCMA Makeup — structured as a no-fee proof-of-value engagement to validate the platform in production.

Platform operating cost $13.44
yielded
Analyst time saved $9,800 Implementation and deployment investment separate.

99.3%

Extraction accuracy across 140 documents

2.4 min

Average processing time per document

163 hrs

Analyst time recovered over four weeks

The pilot trial was a validation exercise for us, with acceptance criteria agreed upon before we processed a single document.

Agi Denes, Ph.D., MBA, R&D Director · The Research Council of Makeup Artists Inc.

Read the full case study →

RCMA approved production deployment.
proven with

Why Elara

Built by the people who understand your work.

Most AI vendors are technologists guessing at regulated workflows. Smart-Suited Tech came from those workflows — a process-improvement and regulated-operations background, with the six-sigma DNA to match.

That means Elara was built by people who have lived the actual operational problem it solves: the contradictory documents, the audit questions, the cost of getting reconciliation wrong.

Easy-to-use, intuitive, and clearly designed with the user in mind.

Agi Denes, Ph.D., MBA, R&D Director
The Research Council of Makeup Artists Inc.

When I required all data processing to remain within the US, Tom reworked the system configuration around that constraint on schedule and without friction.

Audra Sanchez, Director of Operations
The Research Council of Makeup Artists Inc.

Your documents are processed in a dedicated enterprise cloud tenant, US data residency configurable. Nothing trains any model. Everything is deleted on a stated schedule — in writing.

a product of Smart-Suited Tech

Ready when you are

The same pilot RCMA Makeup ran is available to you.

Built by the people who understand your work.