AI & Knowledge

Operational Report Intelligence

Exact numbers from the reports your platforms already send.

Billing, rating and mediation platforms send daily reports by e-mail: files accepted and rejected, records rated, charges created, error codes, partner traffic, backups and disk use. They are read once, if at all.

Operational Report Intelligence parses each report into structured records with full history. Ask “list every pricing batch last week” or “which error codes spiked” and get an exact table, not a model's estimate. It is part of the Bonyan AI Knowledge Base.

Request a briefing

Report e-mail, as received
Subject: Daily pricing report
Batch 4  files accepted 128  rejected 2
Input EDRs     41,882,190
Rated EDRs     41,860,544
Charges created 39,410,077
E-214: 1,912   E-301: 88
Backup: OK   Disk /data: 71%
Structured record
Report day
Yesterday
Batch
4
Files accepted · rejected
128 · 2
Rated EDRs
41,860,544
Error codes
E-214 1,912 · E-301 88
Backup · disk
OK · 71%
Questions it answers

Ask Operations Questions, Get Exact Tables

01

Every Batch in a Period

List each pricing or rating batch with files accepted, rejected and failed, input and rated records and charges created.

02

Error Codes Against Normal

Compare each error code with its average over recent days and show the ones that jumped.

03

Partners Out of Pattern

Find partner operators whose traffic moved away from its usual level.

04

Missing Reports

Show the days on which an expected report never arrived.

05

Platform Health

Backup results and server disk use, as reported each day.

Reviewed forms

The AI Picks a Form. It Never Writes a Query.

Each report family ships with named, reviewed queries called forms. An AI assistant or a person chooses a form and fills in its parameters; the form returns the exact rows. Nothing is computed by a language model.

Question“Which error codes spiked yesterday?”
  1. Form chosenError codes vs average
  2. ParametersDay: yesterday · 14-day window
  3. AccessYour report families only
  4. RunReviewed, read-only query
ResultAn exact table
Form result · error codes vs 14-day average
Error codeYesterday14-day avgChange
E-2141,912640×3.0
E-118322301×1.1
E-3018892×1.0
Illustrative figures · every value comes from a parsed report
Report families

Built for Telecom Operations Reports

Each report family has its own parser and its own set of forms.

Pricing & Rating Batches

Daily batch reports from the rating platform: files, records, charges and errors.

Interconnect

Partner traffic summaries for voice and messaging, per partner and day.

MVNO

Daily activity and usage reports for hosted brands.

Roaming

Roaming traffic and file reports from the roaming platform.

Records you can trust

Every Value Traceable, Every Change Kept

  • One record per observation: a batch, a report line, a day
  • Each record keeps the date the data is about and when it was reported
  • A corrected report creates a new version; the earlier one stays in history
  • A new field in a report is detected and flagged, never silently dropped
  • Records are browsed and exported to CSV in the console
  • Access rules decide which teams see which report families
Under the hood

From Report E-mail to Exact Table

Operational Report Intelligence: daily batch, interconnect, roaming and MVNO report e-mails are parsed into structured records with history; billing and operations teams, AI assistants and the web console query them through reviewed forms
Why it matters

Benefits

No More Reading Reports

Every report is parsed the moment it arrives.

Exact, Not Estimated

Numbers come from reviewed forms, never from a language model.

See Unusual Days

Spikes and missing reports stand out against the normal pattern.

History Kept

Corrections never overwrite what was reported first.

Talk to us

Bring Your Reports

Send us a sample of the daily reports your platforms produce, and we will show them as records and forms.

Request a briefing

Or e-mail info@bonyansystem.com.