Bravura-AI Historian Explorer

Windows desktop app · DeltaV Continuous Historian

Open, explore, and export DeltaV historian data, right on your desktop.

Bravura AI Historian Explorer opens DeltaV Continuous Historian .xfc archive files directly. No historian server, no database, no cloud. Point it at a folder of exports and instantly browse every tag, inspect metadata, chart trends, and export to CSV, Excel, or SQLite. Fully offline.

Windows 10 / 11 (64-bit) · Runs fully offline / air-gapped

Per-tag metadata and interactive trend charts in Bravura AI Historian Explorer

Built for control-systems engineers

Everything you need to get DeltaV history off the plant floor and into your analysis, without standing up any infrastructure.

No server, no setup

Point at your .xfc export folder and go. No historian server, database, or cloud account required.

Reads native .xfc

Opens DeltaV Continuous Historian archive files directly: the exact files your plant already produces.

Fully offline / air-gapped

Runs entirely on the workstation. No cloud, no phone-home. Fits locked-down plant networks.

Fast on big data

Browses and charts millions of samples in seconds. Sub-second tag search across many files.

Export anywhere

Raw export to CSV (long or wide), Excel (per-tag or all-in-one), and a raw SQLite database is included on every paid tier.

Metadata at a glance

Per-file view (tags, sample counts, time spans) and per-tag view (which files contain it, ranges, min/max/mean).

Advanced Export Pro / Site or add-on

Resample on the way out (linear, step/LOCF, nearest, time-weighted average, min/max/count, auto) with boundary fill, quality filtering, and despike / deadband / swinging-door noise filters. Included with Pro and Site, or an add-on on Lite and subscriptions.

Interactive chart with overview brush

Zoom into a window, navigate via the overview brush below, see live stats (count, min, max, mean, span) for the visible range.

Display time zone

Pick any time zone (Local, UTC, or any IANA zone) from a searchable header picker; chart axes and metadata times re-render in your choice, and the choice persists.

Chat with your historian data in plain English New

Ask Historian sits next to Tags and Files. Ask in plain English; answers cite the source file. BYOK across seven providers, or the Bravura-hosted option; privacy default sends only tag names and summary stats. A local-model option is planned.

Look at the data the way you want

Interactive chart with an overview brush and a live summary, plus a display time zone you choose once and the app remembers.

Interactive chart with overview brush

Drag-select on the chart (or use the mouse wheel) to zoom the X axis. Double-click the chart, or press Reset zoom, to restore the full range. A small overview chart below the main view shows the whole series with the current window highlighted: drag the highlight to pan, drag its edges to resize, or drag empty area to draw a new window. A summary strip between the two charts reports the visible window's point count, min, max, mean, and time span, updating live as you zoom or brush.

Zoom, overview brush and visible-range summary
Zoom into a window, navigate via the overview brush, see live stats for the visible range.

Display time zone

XFC data is stored in UTC. A searchable picker in the header lets you display in Local, UTC, or any IANA time zone. Chart axis labels and every metadata time re-render in the chosen zone, and the choice persists across launches per workstation.

Time zone picker in the header
Searchable picker in the header (Local, UTC, or any IANA zone).
Chart re-rendered in the chosen time zone
Same data, re-rendered in your chosen time zone.

New

Chat with your historian data in plain English

Ask Historian sits next to Tags and Files. Ask questions like "which tags drifted the most last week?" or "summarize 2-FIC-2001 around the last shutdown". Every answer cites the source file the numbers came from.

Streamed answer with a tool-call card and a citation back to the source file
A streamed answer with a tool-call card and a citation back to the source file.

A chat tab next to Tags and Files

A right-side chat dock follows you across the app. The Tag and File detail views have Ask about this tag and Ask about this file buttons that pre-seed the chat with context. Every assistant reply carries a per-turn privacy footer that spells out exactly what left your machine.

Pick your AI provider

BYOK across seven cloud providers: Anthropic, OpenAI, Gemini, xAI, DeepSeek, Mistral, OpenRouter. Or the Bravura-hosted option (Claude Haiku 4.5), which works right after install with no API key setup. Either way, Ask Historian today reaches the provider over the internet. A local-model option (Ollama on the workstation) is on the roadmap. Keys typed into the app are encrypted at rest using Windows, sent only on the request that uses them, and never sit on a Bravura server.

Three privacy modes

BYOK

Your key, your bill

Connects directly to the provider you chose. Bravura never sees the traffic or the bill.

Hosted

Bravura's key, one invoice

Backed by Anthropic Claude Haiku 4.5. Billed through Bravura with hosted-message bundles per tier.

Local · planned

Ollama on the workstation

Will run any local model with the same in-app chat experience and never let traffic leave the box. On the roadmap; not yet available in the current build.

Site Air-Gap mode and the Site Air-Gap Bundle are on the roadmap for customers who cannot let chat traffic leave the plant network. When they land, a workstation in that mode will be locked to local-only with no path to the cloud, and the kill switch will be enforced from the license itself (not just hidden in the UI). The bundle ships a packaged local model on top. Today, Ask Historian still needs an internet connection to reach the chosen provider.

Privacy default: tag names plus summary stats only

  • Default mode sends only tag names and server-computed summary stats. Raw historian samples are never sent.
  • If you explicitly ask for a chart or plot, raw values may be included, but they are hard-capped at a 200-point downsample. There is no path to ship a full series upstream.
  • Every chat session writes a structured audit log (timestamp, model, provider, tool calls, payloads sent and received). Export the whole session as a ZIP from the License panel; this is the artifact pharma and GxP customers hand to QA.
  • Telemetry is opt-in and off by default. When enabled, only anonymized tool name plus latency plus token-bucket metrics ship. Arguments and values never leave the machine.
Ask tab entry point in the main app
Open the Ask tab to chat with your loaded historian data.
AI provider settings tab in the License panel
AI provider settings: provider, model, key (write-only), and telemetry consent.

External clients via a bundled MCP server

A bundled stdio MCP server lets Claude Desktop, Cursor, Cline, and other MCP clients connect to your loaded .xfc data and use the same tools the in-app Ask uses. Per-client tokens are minted from the License panel.

  • Included on Pro, Site, and all subscription tiers.
  • Add-on on Free and Lite: +$99 one-time or +$5 per month.

Three steps from archive to analysis

  1. 1

    Point to your .xfc folder

    Select the folder of DeltaV Continuous Historian exports. No import, no ingest job. It reads them in place.

  2. 2

    Browse, search, chart

    Search every tag, filter by area / type / category, inspect metadata, and chart trends with on-the-fly resampling.

  3. 3

    Export to CSV / Excel / SQLite

    One click to export the tags and ranges you need, in the format your downstream tools expect.

Export that drops straight into your tools

Browsing is always free. When you're ready to take the data with you, export the exact tags and ranges you need.

  • SQLite database: a clean Source / Tag / Sample schema you can query directly or load into analytics and BI tools. Export it raw (HIST-faithful) or as a derived resampled database.
  • CSV: long or wide layout, for scripts, spreadsheets, and quick checks.
  • Excel: one sheet per tag, or everything in a single workbook.

Raw export is included on every paid tier. Resampling and filtering are part of Advanced Export (included with Pro and Site, or an add-on on Lite and subscriptions).

Export a clean SQLite (Source / Tag / Sample) database

Pricing

Browsing is always free. Quotas are the number of distinct files / tags you may unlock for export.

One-time (perpetual) licenses

TierQuota (files / tags)Hosted message bucketPrice
Free demo1 file / 10 tags (15-min sessions)2 lifetime$0
Lite50 files / 2,000 tagsBYOK only (no hosted)$249
Pro + Maintenance500 files / 50,000 tags500 / month, renewable$799 + $160 / yr
SiteUnlimited (+ multi-seat)750 lifetime$2,499
Site + MaintenanceUnlimited (+ multi-seat)2,000 / seat / month, renewable$2,499 + $500 / yr / seat

Advanced Export (resampling + filters) is included with Pro, Pro + Maintenance, Site, and Site + Maintenance. Add it to Lite for +$199 one-time. Raw export (whole-file and per-tag CSV, sheet-per-tag Excel, and the raw HIST-faithful SQLite database) is available on every paid tier.

Maintenance is an optional annual subscription for perpetual Pro and Site licenses. It converts the lifetime hosted bucket into a monthly renewable one and includes updates while active. Renewal preserves your consumption history.

Version coverage on new perpetuals. New perpetual licenses are pinned to the version sold; maintenance renewal refreshes that coverage to the latest build. If you run a newer build than your license covers, the app prompts you to roll back, buy maintenance, or continue in demo mode. Existing perpetual customers are grandfathered uncapped and continue running on any current and future build. Subscriptions and the Free demo do not carry a coverage cap.

Top-up packs (raise an existing license's quota): Files +100 = $99 · Tags +10,000 = $99 · Combo (+50 files / +5,000 tags) = $129.

Build your Lite license

Lite (perpetual) $249
Total (one-time) $249

Subscriptions

Quota renews each period; all updates included. Advanced Export is available as a +$10 per month add-on on subscription licenses.

PlanQuota / monthAdvanced ExportPrice
Pro Monthly200 files / 20,000 tags+$10 / mo add-on$45 / mo
Pro Annual200 files / 20,000 tags+$10 / mo add-on$449 / yr
Team Annual (5 seats)pooled 1,000 files / 100,000 tags+$10 / mo add-on$1,490 / yr
Site Annualunlimited+$10 / mo add-onfrom $3,900 / yr

Build your Pro Monthly plan

Pro Monthly $45 / mo
Total (per month) $45 / mo

Ask Historian capability per tier

The Free demo is hard-capped at 2 hosted messages lifetime and does not allow BYOK. The Bravura-hosted option (Claude Haiku 4.5) is ready out of the box right after install on every tier that has a hosted bucket; no API key setup required to start asking questions.

TierAsk HistorianHosted message bucketExternal MCP
Free demoHosted only, no BYOK2 lifetimeAdd-on
LiteBYOK only (add-on: +$199 one-time or +$10 / mo)No hosted bucketAdd-on: +$99 one-time or +$5 / mo
Pro + MaintenanceIncluded500 / month, renewableIncluded
Pro MonthlyIncluded200 / monthIncluded
Pro AnnualIncluded500 / monthIncluded
Team Annual (5 seats)Included1,500 / month pooledIncluded
SiteIncluded750 lifetimeIncluded
Site + MaintenanceIncluded2,000 / seat / month, renewableIncluded
Site AnnualIncluded2,000 / seat / monthIncluded
Site Air-Gap Bundle plannedIncluded + local modeln/a (local only)Included

Hosted-message top-up packs: 500 messages for $15 (signed credit file). Available on every paid tier; balance is permanent and survives subscription rollover.

Activate a license, top up, or remove it from this machine

Licensing built for plant PCs

Perpetual or subscription, node-locked to a machine. Licenses are delivered as a file, so activation works on air-gapped / offline PCs. No internet round-trip, no activation server to reach from the plant network. Quotas can be topped up at any time.

The License panel hosts two surfaces worth knowing about. A new AI provider tab next to Activate and Top-up credits holds the provider and model picker, write-only BYOK key fields (the UI shows configured or not configured, never the key itself), a hosted-usage indicator, and the telemetry consent toggle. A new Remove license button (visible only when a tier other than Free is active) deactivates the license in one click and reverts the workstation to Free, for moving a seat to another machine.

Site Air-Gap mode and the Site Air-Gap Bundle are planned for customers who need Ask Historian to never reach the internet. Today, Ask Historian still requires a provider connection; the air-gap kill switch and the bundled local model land in a future release.

Frequently asked questions

Do I need a historian server or database?

No. It reads your .xfc export files directly. There is nothing to install on the server side.

Does it work offline / on air-gapped PCs?

Yes. It runs entirely locally and licenses are delivered as a file, so no internet connection is required.

What can I export?

CSV, Excel, and a SQLite database with a clean Source / Tag / Sample schema.

What OS does it run on?

Windows 10 and Windows 11 (64-bit).

How is it licensed?

Per machine; perpetual or subscription; quotas can be topped up at any time.

What is maintenance and do I need it?

Maintenance is an optional annual subscription for perpetual Pro and Site licenses. It converts your lifetime hosted message bucket into a monthly renewable one and includes updates while active. You do not need it if you only use BYOK or local providers; the lifetime bucket is plenty for occasional Bravura-hosted use. Renewal preserves your consumption history.

Will my perpetual license still work in future versions?

Existing perpetual licenses (anyone who bought before the version-coverage policy was introduced) are grandfathered uncapped: they run on any current and future build. New perpetuals come pinned to the version sold; if you later install a newer build than your license covers, the app prompts you to either roll back to a covered build, buy maintenance to refresh coverage, or continue in demo mode (your file and tag quotas stay; only the perpetual hosted bucket downgrades to demo). Renewing maintenance issues a fresh license file that bumps coverage to the renewal version. Subscriptions, the Free demo, and operator-unlimited licenses do not carry a cap.

Can someone extract the bundled key from the installer?

Not via casual extraction. The Free demo's hosted Claude Haiku 4.5 key, and the per-license keys for Bravura-hosted Pro and Site, are hidden inside the binary using a commercial compile-time protection. A text-search or hex-editor scan of the installer returns no match for those keys. A determined attacker with a debugger could still recover the in-memory copy at process load; that surface is on the roadmap. In practice, damage on the demo key is bounded by a tight monthly spend cap on the workspace Bravura uses for hosting, and paid customers carry their own per-license key inside an encrypted license envelope rather than the bundled demo key.

What happens after my hosted message bucket runs out?

Perpetual without maintenance: top up at any time with a 500-message credit pack ($15 each, balance is permanent), or upgrade to a maintenance plan to convert the lifetime bucket into a monthly renewable one. Perpetual with maintenance and subscriptions: the bucket auto-renews on the 30-day cadence; top-up packs still work as overflow and survive the rollover. Free demo runs out after 2 lifetime messages and does not allow top-ups.

How big a dataset can it handle?

Millions of samples across many files, with sub-second browsing on a modern Windows machine.

What is "Advanced Export"?

Resampling and filtering applied as you export: linear, step (LOCF), nearest, time-weighted, and min/max/count modes, boundary fill, quality filtering, and despike / deadband / swinging-door noise filters. It is included with Pro and Site, or available as an add-on on Lite and subscriptions.

Can I still export without the add-on?

Yes. Raw export to CSV, Excel (one sheet per tag), and a raw SQLite database is available on every paid tier. Only the resampling and filter controls are part of Advanced Export.

How do I choose the .xfc folder?

Use the built-in folder picker: click Browse... and select the folder of exports. The app reads them in place.

Can I zoom into a section of the chart?

Yes. Drag-select on the chart (or mouse-wheel) to zoom; use the overview brush below to pan and resize the window. Double-click or Reset zoom restores the full range. The summary strip always reports min / max / mean / count for the visible window.

Which time zone are the timestamps shown in?

Your choice. The app stores timestamps in UTC but lets you pick the display zone (Local, UTC, or any IANA zone via a searchable picker in the header). Chart axes and metadata times re-render in the chosen zone, and your choice is remembered.

Can I use the historian without an internet connection?

The core app (browse, search, chart, export) runs fully offline and never phones home. Ask Historian today, however, needs an internet connection: prompts go to your chosen cloud provider (BYOK) or to the Bravura-hosted endpoint. A local-model option (Ollama on the workstation) and the Site Air-Gap Bundle are on the roadmap; when they ship, a workstation in air-gap mode will be locked to local-only and the kill switch will be enforced from the license itself.

Do you store my Anthropic / OpenAI key?

No. API keys typed into the app are encrypted at rest by Windows and sent only on the request that uses them. They are never written to disk in plaintext and never sit on a Bravura server.

What's the privacy default when I use Ask Historian?

Tag names plus server-computed summary stats only. Raw historian samples are never sent unless you explicitly ask for a chart, and even then they are hard-capped at a 200-point downsample. Every chat reply carries a per-turn footer that spells out exactly what left your machine, and every session writes an audit log you can export as a ZIP.

Download the free demo

Tell us where to reach you and the demo download will unlock right here. The demo unlocks 1 file / 10 tags in 15-minute sessions, with a live countdown and a clear notice when the session ends. Browsing is unlimited.

  • Windows 10 / 11 (64-bit) · ~105 MB installer
  • Browse and export run fully offline once installed
  • No credit card; upgrade with a license file when ready
  • Try Ask Historian in the demo. Click Ask, type a question about your historian data, and get a real answer from Claude Haiku 4.5. Two messages free per install, no signup, no key paste. The workstation just needs outbound HTTPS to Anthropic.
  • Latest build, released June 10, 2026: stability round on the encrypted license file and the bundled-key hardening. License files no longer reveal credentials when opened in a text editor, and a casual text-search of the installer no longer matches the bundled keys. No feature changes.

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Add-ons
Top-up packs (one-time, on top of base)
Estimated total $249

Estimated price for transparent tiers. Sales will confirm the final quote.