One AI workflow. Proven in 14 days. On your real data.
Production AI for document-heavy industry
Hobglobin helps EPC, infrastructure, mining, and energy teams reduce document-heavy operational work with cited, governed AI systems. Start with one workflow. Measure the result. Scale only if the numbers justify it.
One workflow · One document set · One measurable result
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Start with one workflow, not a transformation programme.
Bring one live document workflow and a representative data set. We build a working proof, measure it against your current process, and show you exactly what should happen next.
Map
- Identify the highest-drag workflow
- Establish the manual baseline
- Define success before development
Prove
- Build on real documents
- Return cited outputs
- Keep human approval in the loop
Scale
- Review the evidence
- Decide whether to expand
- Move into a 30–90-day deployment if justified
If the 14-day proof works, we expand it into a supervised 30–90-day deployment. Expansion engagements start at US$20K.
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What should we prove first?
EPC and infrastructure (primary)
RFI and submittal response, project-document search, specification review, and contract obligation tracking.
Explore infrastructure workflows
Mining & resources
HSE incident reporting, shift handovers, and environmental documentation.
Energy & utilities
Field operations knowledge and safety documentation. Emissions reporting and regulatory monitoring are expansion work.
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A working proof in 14 days
We do not begin with a 12-month transformation programme or a generic AI roadmap. We begin with one workflow that can be tested against real work.
| Days | Activity | Output |
|---|---|---|
| 1–2 | Workflow and data review | Scope, baseline, test set |
| 3–7 | Build and evaluate | Working AI workflow |
| 8–10 | Review with operators | Corrections, failure cases, approval rules |
| 11–14 | Measure and recommend | Results report and scale decision |
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From 14-day proof to 500+ daily users
Tier-1 Australian EPC. A 14-day proof on live project documents, then a 30–60-day controlled release, then a 90-day operational rollout.
Measured improvement on a live infrastructure document workflow
- 20,000+ Documents indexed
- 500+ Daily active users
- 14 days First working proof
- ~4 hrs/wk Time saved per employee (self-reported vs prior search process)
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Not a demo. A measured operating result.
1. Working AI workflow on agreed customer data
2. Cited answers or drafts
3. Source and version references
4. Evaluation set and scorecard
5. Human approval boundary
6. Failure and escalation log
7. Time-saved measurement
8. Production architecture recommendation
9. Fixed next-step proposal
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Trust
Designed for environments where AI output must be reviewed, traceable, and reversible.
On-premise or customer-cloud · Data residency · OT network isolation · ISO 27001 certified · SOC 2 Type II attested · Audit logging · Rollback capability · Human approval for critical outputs
Hobglobin does not independently approve safety, regulatory, or operational decisions.
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FAQ
What does Hobglobin prove in 14 days?
Hobglobin builds and measures one document-heavy AI workflow on a customer's real operational data. The sprint returns cited outputs, a baseline comparison, human approval rules, and a scale recommendation. It is not a generic AI roadmap or a transformation programme.
What happens after the 14-day proof sprint?
If the 14-day proof works, Hobglobin expands it into a supervised 30–90-day deployment. The 90-day, multi-workflow rollout is the expansion offer, not the first purchase. Expansion engagements start at US$20K.
What results has Hobglobin measured in infrastructure?
In a deployment for a Tier-1 Australian EPC, a 14-day proof expanded into a production document system covering 20,000+ documents and 500+ daily users, with cited answers and approximately four hours saved per employee per week. Measurement definitions are documented in the case study.
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Bring one workflow. Leave with a scale decision.
In a 30-minute assessment, we will identify the workflow, data set, baseline, and success criteria for a 14-day proof. If there is no credible proof opportunity, we will tell you.