plannedShape
Line Stop Analyst
Ask "why did line 3 keep stopping last week?" and get an answer that connects shift notes, maintenance logs and the asset registry.
Manufacturing
Shift notes, maintenance tickets and the asset registry answer one question together, and safety reports become trends and next week's toolbox talk instead of files.
The answer to why a line kept stopping is spread across shift handover notes, maintenance tickets, the asset registry and a supplier lot, and safety observations arrive as free text in English and Hinglish with a person's name in every other line.
WorkflowLine stoppages explained across notes, tickets and assetsMeasured
Answer correctness on a multi-hop question set, graph on against graph off.
Answer correctness on a multi-hop question set, graph on against graph off.
WorkflowSafety observations into trends and the toolbox talkMeasured
Classification accuracy against a labelled subset; the redaction log, with no individual named.
Classification accuracy against a labelled subset; the redaction log, with no individual named.
WorkflowPlant event logs mined for AI opportunitiesMeasured
Recall of seeded bottlenecks; a business case that shows its arithmetic.
Recall of seeded bottlenecks; a business case that shows its arithmetic.
“Our knowledge is spread across logs, spreadsheets and people; can AI connect it?”
Demos in this domain
What it looks like running.
plannedShape
Safety Signal
Turn a year of safety observations and near-miss reports into trends, root-cause themes and next week's toolbox talk.
liveSignal
Process Miner
Upload an event log from your ERP; see the real process, where it leaks time, and the three AI opportunities with a business case.
Offers that fit
Where to start.
Signal Sprint1 to 2 weeks
Workflow, data and stack audit. Three ranked use cases with business case, eval design, cost model, 90-day plan, go or no-go
₹1.5 to 4 L · $3.5k to 8k
Shape Pilot4 to 8 weeks
One use case on real data in your tenant, with golden-set evals, guardrails, tracing, a cost dashboard and handover
₹6 to 20 L · $15k to 45k