Trusted where workload and documentation burden matter
In production with Hitachi SIS. Procedure manuals are entering an era of generation: generative AI turns PC-operation recordings into manuals, emphasizing cost reduction and burden and workload reduction, delivered as a no-install Web application (record, upload, auto-generate). SeekBytes supports governed operational documentation on that same capture-to-publish path.
Solutions for modern operations
Pick the path closest to your team. Each leads to a deeper overview of how SeekBytes is applied.
Inside the platform
We build and verify skills in any domain — from raw footage to governed, reusable operational knowledge.
Capture
Ingest media; detect scenes; deduplicate.
Comprehend
OCR/UI parsing + LLM steps; rules/templates.
Comply
Versioning, storage, observability, audit logs.
Execute
Run Skills via browser UI or assisted ops.
Validate
Upload photos/videos; compare to target states.
Improve
Episodes update memory; regenerate guidance.
Operational dashboards for processing visibility and traceability
Operations and IT teams use SeekBytes for live pipeline visibility, audit-ready activity trails, admin controls, Skills Observatory, and more. Click any screenshot for a full-resolution view.
From documentation to executable Skills
From recordings to reusable operational knowledge
Your teams already record how work gets done. SeekBytes turns those recordings into documentation people can reuse, leadership can review, and enterprise teams can govern.
Greenfield, brownfield, and floor evidence — one platform
Most enterprise documentation already exists somewhere. SeekBytes ingests every source into the same governed Skill, so nothing is left behind.
Domain-aware by design
The same engine, tuned to how your industry actually talks. Each domain ships with its own prompt set, action verbs, deduplication thresholds, and rule scopes.
Example: “EC2” resolves to Elastic Compute Cloud in IT Operations, and stays as Entry Course 2 in a training catalog. Domain context prevents the collateral damage that comes from blind, global text replacement.
IT Operations, Operation Manuals, and Legacy SOP Cleansing ship with full pre-seeded prompts and verb sets. The remaining domains are configurable on request — the same architecture, populated for your vocabulary.
Governed AI compliance teams can trust
AI writes the rule. A deterministic engine runs it — the same way, every time, with a reviewable diff before any document is downloaded.
Every rule is versioned and gated by an explicit production-approval consent step before it ships against new documents. Roll back any time — without a migration.
What’s also in the box
Small details that make the everyday experience noticeably better.
Why leaders move forward with SeekBytes
Built for teams that need to deploy, govern, and improve operational knowledge at enterprise scale.
How the engine improves over time
Your operational knowledge graph never goes stale — it sharpens with every run. Four loops, working in the background.
Execute
Skills run via Robo Runner or assisted ops. Every execution becomes evidence — screenshots, logs, outcome — tied back to the source step.
Reflect
The Reflector compares expected vs observed. Failures become structured Lessons in the graph — with condition, violation, and recommendation captured.
Consolidate
Day Cycle accumulates new facts. Night Cycle clusters them, detects conflicts, and marks weaker knowledge as refuted — without losing the audit trail.
Adapt
The Drift Detector forks new procedure versions when the underlying UI or process changes — so a new release doesn’t silently invalidate everything you wrote yesterday.
Genesis Facts anchor the graph against semantic drift. Skills carry version history. Lessons survive across procedure forks.
How we differ from the obvious alternatives
Same problem, different shape of solution. A factual side-by-side — the categories your team is most likely already evaluating.
| Capability | Browser-action recorders | Generic AI Studio | DIY LLM scripts | OpenClaw-class personal agents | SeekBytes |
|---|---|---|---|---|---|
| What you can feed in | Browser sessions only | Single video / image | Whatever you script | Chat + local files + live session | Video, PDF / Word, screenshots, mobile clips → Skills |
| What you get out | Replayable click path | Prompt / project output | Ad-hoc script result | Chat-driven tool use | Governed manuals + executable Skills from the same evidence |
| Proof work actually finished | Replay assumption | Chat claim | DIY asserts | Model/tool “success” | Agent Proof — expected vs observed, audit-ready |
| Legacy SOPs already on the shelf | No | Paste one file at a time | DIY parsing | Not the focus | Bulk PDF / Word into living Skills — no re-recording |
| Where it can run | SaaS | SaaS | Your infra | Local / personal gateway | Cloud, VPC, or on-prem |
| Best fit | Quick UI macros | Creative / prototyping | Engineers with time | Individuals wanting chat autonomy | Ops / IT / compliance needing audit-ready docs and Skills that run |
We’re describing capabilities the way they ship today. If you’re evaluating a specific tool by name, talk to us — we’ll send a side-by-side that maps to your actual workflow.
Pricing & plans
Creating an operational manual manually costs $500–$2,000 and several hours of engineering time. SeekBytes reduces that to minutes. Need something custom? Talk to sales. Or choose your deployment plan.
Skill Engine
From operational media to governed manual generation and executable Skills — with memory that improves over time.
Starter
Governed manuals from media
- 50 digital media minutes
- 3 users
- AI manual generation
- Screenshot extraction
- Excel/PDF manual export
Extra usage: $0.25 / minute
Get StartedBusiness
Skill Engine for teams
- 1,200 digital media minutes
- 25 users
- Custom templates
- API access
- Advanced analytics
Extra usage: $0.15 / minute
Get StartedEnterprise
Private Skill Engine
- Unlimited users (scoped)
- Unlimited digital media minutes (scoped)
- Private deployment
- SSO
- SLA support
- Dedicated compute
Overage: talk to sales
Talk to salesSkill Engine (BYOK)
Same Skill Engine product — bring your own LLM provider API key and credentials.
Optional metered relay add-on: $0.12/verification check, $0.30/digital media minute.
On-Premise / Enterprise
- Full on-premise deployment
- Unlimited users (scoped)
- SSO
- Dedicated compute
- Custom SLA
Talk to sales for a scoped quote.
Talk to salesBYOK and On-Premise plans are billed annually.
Verification API (Agent Proof)
Agent Proof — Independent verification for AI actions
The agent executes. SeekBytes proves it.
Agent Proof – Standard
Speed + privacy-default · best for builders / CI
- 1,000 requests + 100 evidence minutes
- Overage: $0.10/req + $0.25/min
- Min charge: $0.25/request
Agent Proof – Premium
Higher assurance · optional evidence retention for audit
- 1,000 requests + 100 evidence minutes
- Overage: $0.35/req + $0.60/min
- Min charge: $0.35/request
Verification API Usage Pricing
Estimate monthly usage cost (default: evidence is deleted after the proof report is generated).
Base plan
$99.00
Monthly subscription
Request overage
$0.00
0 requests over quota
Evidence minutes overage
$0.00
0 min over quota
Estimated Total
$99.00
Per month at selected usage
Minimum charge: $0.25 per billable request
Evidence handling (default): We delete evidence automatically after the proof report is generated. Optional retention is available for teams that require audit storage.
Ready to evaluate SeekBytes?
Bring two or three representative recordings — we’ll show how they become governed SOPs and reusable operational knowledge for your teams.
Cloud, VPC, or on-prem · Configurable retention · Reviewable activity trail