IRAH
WORK / EVIDENCE BEFORE CLAIMS

Show the problem, the work and the proof.

The examples below are workflow blueprints or proposed platform concepts. No customer deployment, measured result or endorsement is implied.

PROBLEM → WORK → MEASURE → EVIDENCE

How an IRAH case study should be verified

Problem
Customer-approved description of the baseline, users and constraint.
IRAH’s work
Defined scope, systems changed, integrations completed and human controls.
Measured result
Baseline and post-pilot measurement, sample size, dates and limitations.
Evidence
Customer-approved source, test report or case-study reference.
Publication status
No customer-specific deployment or outcome is published on this page yet.
INSURANCE / ILLUSTRATIVE BLUEPRINT

Claims evidence review

Workflow: Receive claim files → extract source-linked evidence → flag missing items and policy exceptions → prepare a reviewer decision.

Measure in a pilot: Baseline handling time · extraction accuracy · exception recall · reviewer corrections

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POWER / ILLUSTRATIVE BLUEPRINT

Asset-health triage

Workflow: Combine telemetry, inspection records and work orders → prioritise candidate risks → engineer validates before maintenance action.

Measure in a pilot: Alert precision · missed-risk review · time to inspection · engineer acceptance

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GOVERNMENT / PROPOSED PLATFORM

GramSetu planning and delivery

Workflow: Compare citizen requests, scheme and project records, field verification and mapped assets → identify gaps and possible overlap for official review.

Measure in a pilot: Verified demand · existing provision · sanctioned work · delivery progress · citizen feedback

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ENTERPRISE / ILLUSTRATIVE BLUEPRINT

Governed agentic workflow

Workflow: Retrieve approved sources → call permitted tools → prepare an action → route exceptions for a person to approve.

Measure in a pilot: Task completion · permission violations · unsupported answers · cost per accepted task

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SOFTWARE DELIVERY / PLATFORM CONCEPT

Agentic SDLC

Workflow: Use specialist agents to prepare requirements, code and tests; engineering staff review each change before release.

Measure in a pilot: Review effort · defect rate · test coverage · release acceptance

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A proposed measure is not a reported result. Any published customer case should include an authorised reference and evidence for its stated result.

EVIDENCE FIRST

Separate real delivery evidence from solution blueprints.

Concept pages demonstrate a proposed technical direction. A deployed case study should additionally show an authorised client, baseline, intervention, independent measures and evidence date. Do not present sample interface data as achieved results.