GovernanceLineagePermissionsAudit trailIllustrative data-to-report architecture. Sources connect to the Datox engine and produce governed reporting output.
Built for financial institutions, professional services and complex enterprise reporting teams.
Datox runs alongside the data infrastructure enterprises already have, consolidating the fragile reporting layer between source systems and the final report.
$600B+
AUM supported
95%
Faster Reporting
90%
Cost Savings
Reporting-speed and cost-saving figures are client-reported. Results vary by workflow and implementation.
How it works
Everything between your source data and your report.
One controlled workflow replaces the handoffs between spreadsheets, scripts, tools and inboxes that reporting usually depends on. Build it once, then run it every reporting period.
Illustrative workflow, not a live product session. Scroll to assemble the process, or select a stage below.
01 / 07
Connect
Excel, CSV, PDF, Word, SFTP, APIs, databases and existing systems.
02 / 07
Extract
Structure information from inconsistent or unstructured source documents.
03 / 07
Enrich
Resolve identifiers against reference data and append the attributes reporting needs.
04 / 07
Transform
Map, calculate, normalise and aggregate into the reporting model.
05 / 07
Validate
Business rules, reconciliations and framework checks raise exceptions early.
06 / 07
Collaborate & Review
Exception queues, comments, approvals and segregation of duties.
07 / 07
Deliver
Submissions, documents, working files, datasets and downstream systems.
Built into every step
Governance
Ownership, versioning and controlled change
Lineage
Source-to-output trace on every figure
Permissions
Role-based access and segregation of duties
Audit trail
Every action, rule and approval recorded
AI agents work across extraction, enrichment, mapping and investigation. Calculations, validations and pass/fail decisions stay deterministic. They run as the rules you configured, not as model output.
What Datox is
The automation layer between complex data and trusted reporting.
Datox is not a data warehouse and not a BI tool. It is the governed workflow that sits between the systems you already run and the reports people have to sign, collecting inconsistent inputs, applying your logic and controls, and producing an output you can defend.
Turn incomplete source data into reporting-ready data.
Source systems rarely hand over everything a report needs. Datox can augment sparse or incomplete records with reference data, classifications, derived attributes and contextual fields, before transformation and validation run.
01
Source record
Incomplete for reporting
Record reference
present
Amount
present
Classification
missing
Entity & geography
missing
02 · Enrich
Reference & contextual data
Records are matched against reference and contextual data, with missing attributes appended or derived. Anything unmatched or ambiguous is raised for review.
03
Reporting-ready record
Illustrative attributes, configured per workflow
Entity attributes
Resolved
Classification
Standardised
Currency
Normalised
Geography
Assigned
Derived fields
Calculated
Reporting-ready before transformation
Records carry the attributes your mapping and calculation rules expect.
Reusable across report types
The same enriched record supports financial, management, operational, investor and regulatory reporting.
Gaps stay visible
Unmatched or ambiguous records are routed to review rather than inferred silently.
Enrichment lineage retained
Source value, enrichment result and reported field stay linked.
Solutions
Two solution families. One automation layer.
Regulatory reporting and custom reporting automation look different from the outside. Underneath, both run on the same connectivity, enrichment, transformation, validation and lineage engine.
Family 01
Regulatory Reporting
Purpose-built automation for regulated reporting workflows, from fragmented source data through enrichment, validation and review to submission-ready output.
XML / Structured output
AIFMD
Annex IV
Regulatory reporting / Filing structure
01
Fund identification
Entity, domicile, classification
02
Portfolio exposures
Instruments, markets, concentrations
03
Risk & liquidity
Profiles, arrangements, leverage
Review & sign-off
Illustrative filing structure, not a submitted report
Recurring reporting built around your own data, calculations, rules and output formats. Tailored results from a standard, configurable platform, not a bespoke consulting build.
Entity / Period / Dataset
CUSTOM REPORTING
Reporting pack
Your data. Your calculations. Your format.
CONTENTS
Financial overview01
Fund & investor02
Management review03
Operational detail04
PDF / Excel / BI datasets
Illustrative report pack, configured around your business
Scale the same workflow across entities, funds and jurisdictions.
Any report. Any format.
Regulatory XML & structured filings
PDF reports & investor packs
Excel report packs
Dashboards & BI datasets
APIs & downstream feeds
Reporting stack
Consolidate your reporting stack.
Datox consolidates the fragile layer between your data infrastructure and your final reports: preparation, transformation, validation, workflow and output. It sits on top of the warehouse, lake and BI tools you already run. It does not replace them.
One owner, one audit trail, one place where the reporting logic lives.
AI & control
AI where it helps. Control where it matters.
Datox agents perform specific, evidenced tasks inside the workflow. What counts as correct stays a deterministic decision made by your configured rules and your reviewers.
Review the exceptions, not the entire report.
Quarterly reporting · NAV reviewAgent processed
Net asset value
1,284,930,442
Extraction confidence
96%
Source evidence
NAV_pack_Q3.pdf · page 14 · table 2
Transformation
FX-converted to EUR · aggregated across 4 feeds
Validation
Warning · 0.4% variance vs prior period
Rule set
Reporting rules v1.3 · 42 of 42 checks run
View sourceView transformationExplain this valueApprove line
Illustrative review screen, sample data. Actions shown are part of the product, not active on this page.
What the agents do
Read PDFs, statements and system exports into structured records
Resolve identifiers and propose reference-data matches
Suggest mappings between source fields and reporting fields
Investigate variances and explain what changed since last period
Assemble the output in the required structure and format
What stays deterministic and yours
Calculations and validations run as configured rules, not model output
Thresholds, tolerances and pass/fail logic are yours to define
Low-confidence items are routed to a reviewer, never auto-accepted
Approvals and segregation of duties are enforced in workflow
Every agent action is recorded with its inputs, evidence and outcome
Traceability
Every number has a history.
Follow the NAV reporting line from its source evidence, through the applied rule, to the approved output. The full history connects extraction, enrichment, transformation, validation and review to the exact source cell, the evidence chain internal review, audit and stakeholder queries all ask for.
Illustrative lineage for the NAV review above. Arrows show traceability links, not a worked calculation; conversion and aggregation inputs are not shown.
Full history: all six steps
01Source
NAV_pack_Q3.pdf
Page 14 · table 2 · cell D18 · ingested 04 Oct via SFTP
Mapping and calculation rule TR-114 · ruleset v1.3
05Validation
42 of 42 checks run
1 warning · 0.4% variance vs prior period · accepted with comment
06Review & output
Quarterly reporting pack · NAV line
Approved 06 Oct · included in approved reporting output v4
Security & trust
Built for reporting you need to trust.
Reporting fails quietly. Datox is designed so that controls, evidence and oversight are part of the workflow rather than a review at the end.
ControlsEvidenceOversight
Security
Encryption in transit and at rest, role-based access and environment separation.
Auditability
Every input, transformation, rule and approval is recorded and retrievable.
Governance
Defined ownership, segregation of duties and controlled change management.
Source traceability
Each output traces back to its source, its logic and the person who accepted it.
Enterprise infrastructure
Deployment, availability and data residency options aligned to enterprise requirements.
Human oversight
Automation proposes; reviewers and approvers decide what is released.
SOC 2 Type II
Independent assurance report
Independently assessed against the Trust Services Criteria for security, over an operating period rather than a single point in time. SOC 2 Type II is an assurance report, not a certification.
ISO/IEC 27001
Certified
A certified information security management system (ISMS) covering the Datox cloud platform and its supporting IT, security, HR, legal, administration and physical security functions.
Security documentation, data-processing terms, hosting arrangements and current assurance status are shared directly with your security and procurement teams during evaluation.