Ask your planning
data anything.
Dhruv AI answers.

Dhruv AI is the Fast Suite's own AI and BI layer, wired into Fast Planning Software. It puts a live planning role dashboard on your machine load, plan-vs-actual and OEE, writes insight summaries for you, answers plain-English questions straight from planning history through a read-only security sandbox — and clusters thousands of delay and breakdown-cause remarks into the handful of causes that actually keep pushing the schedule out, ranked by machine and order.

Live
Planning dashboard straight from your plan data
Read-only
every AI query passes a security sandbox
By machine
delay causes clustered by machine and order
Ask Dhruv
Natural-language answers · planning data
Connected
Machine load Plan vs actual Delay causes
Which machines were most overloaded last week, and which orders are behind plan?
Sandbox-checked · read-only query · analytical views
CNC-02 and the VMC cell ran above 100% loading all week. Three orders are behind their scheduled dates — all queued on CNC-02, where most delay remarks cluster around tool-change waits.
CNC-02118% loaded · 3 orders behind
VMC cell106% loaded · tool-change waits
Assembly line 272% loaded · on plan
Query validated Read-only · whitelisted views only
Trusted by teams running the Fast Suite across India and worldwide
Solidus Hi-Tech
Nikhtish Engineering
Micro India
Mutha Ventures
Mubea Automation
Supertex Industries
GLO-IND
MMB Bahrain
MMB Kuwait
Finolex Industries
Solidus Hi-Tech
Nikhtish Engineering
Micro India
Mutha Ventures
Mubea Automation
Supertex Industries
GLO-IND
MMB Bahrain
MMB Kuwait
Finolex Industries
Two ways in

See the plan. Then ask
the questions the dashboard can't

Dashboards answer the questions you thought of when they were built. Dhruv AI covers both halves: a live planning role dashboard for the questions you ask every day, and a plain-English chat for the ones you've never asked before.

See it
Planning role dashboard & AI insights
Planners, plant heads and production managers each get a dashboard over the same live planning data — machine load and % loading, plan-vs-actual, order and work-centre status, OEE, utilization and operator/machine efficiency. One click adds an AI-written summary of what the numbers are actually saying.
Machine load & % loading Plan vs actual OEE & utilization AI insight bullets
Ask it Flagship
Plain-English answers
Type the question the way you'd ask a supervisor. Dhruv AI drafts a read-only query, the security sandbox validates it, and you get the data plus a plain-language answer — from your live planning history, not a stale export.
Question → answer Read-only sandbox Whitelisted views only Data shown with the answer
How a question becomes an answer

Plain English in. Sandboxed query.
Data and answer out.

Dhruv AI never touches your raw planning records. Questions are answered through pre-defined analytical views, and every AI-drafted query is validated before it runs.

You Ask
"Which machines were most overloaded this week?" — typed the way you'd say it
Dhruv Drafts a Query
The AI translates your question into a read-only query against the analytical views built over your planning data
Sandbox Validates
SELECT-only, whitelisted views only, write and admin keywords blocked, stacked statements rejected — or the query never runs
Data + Answer
You get the result set and a plain-language summary — so the answer is checkable, not a black box
What Dhruv AI gives you

Six kinds of planning intelligence,
one layer over your live plan

Everything runs on the machine-load, schedule, plan-vs-actual and delay-remark data you already capture in Fast Planning Software — no exports, no separate data-warehouse project.

Live plan data Your role
Planning role dashboard
Machine load, plan-vs-actual and order status on one live dashboard — no waiting for a monthly planning MIS deck.
Machine load and % loading
Plan-vs-actual and order status
OEE, utilization and efficiency
Filter by machine, work centre, period
Dashboard AI summary
AI insight summaries
One click turns the dashboard you're looking at into short, written insights — what's overloaded, which orders are slipping, where efficiency dropped.
Bullet-point analysis on demand
Written from the live numbers
Reads like a planning-review note
Ready for the planning meeting
Question Answer
Plain-English Q&A
Ask about machine overload, orders behind plan, OEE, utilization or plan-vs-actual — Dhruv answers from planning history with the data attached.
No report writer needed
Answer plus underlying data
Runs on live data, not exports
Sandbox-validated every time
Remarks Themes
Delay-cause clustering
AI groups free-text delay, stoppage and breakdown remarks into clusters of similar causes and names each — a Pareto of what pushes the schedule out, without a spreadsheet weekend.
Similar remarks grouped automatically
AI-generated cluster labels
Ranked by machine and order
Choose how many clusters to see
Delay Schedule context
Schedule-backed view
Each delay theme carries its planning context — the machine that raised it, the order it hit, and how much it moved the Gantt schedule.
Machine alongside the delay
Planned vs actual timing visible
Tied back to the work order
Themes judged by schedule impact
Every AI query Sandbox
Security sandbox
AI access is read-only by design. Queries are validated before execution and can only touch the analytical views you've whitelisted.
SELECT-only, no writes ever
Whitelisted analytical views only
Admin and system keywords blocked
Connection credentials stored encrypted
01 — Planning Role Dashboard

The plan, live,
for every role

The plant already runs on the sales & production plan, machine loading and the Gantt schedule. Dhruv AI puts the management layer on top: a planner sees machine load and % loading; a plant head sees plan-vs-actual and orders behind schedule; a production manager sees OEE, utilization and operator/machine efficiency — all reading the same live data as the machine-loading screens.

Live — no exports, no month-end MIS lag
Overload and slipping orders visible at a glance
Slice by machine, work centre, operator and period
Connect more than one company database
Planning Dashboard — This Week
Open orders18
Behind plan3 need attention
Peak machine loadCNC-02 · 118%
Cause clusterTool-change waits
Plant OEE74%
TrendUp 3 pts
Plan vs actual92% of plan
GapTwo work centres
Illustrative dashboard · reads live planning data through analytical views
02 — AI Insight Summaries

The dashboard shows the numbers.
Dhruv writes the meaning.

Reading a dozen charts before a planning meeting is work someone always skips. One click asks Dhruv AI to summarise the dashboard in front of you into short written insights — which machines are overloaded, which orders are slipping against the plan, where efficiency dropped and how plan-vs-actual is tracking against the schedule.

Written from the same live data the charts use
Bullet points, not a wall of prose
Regenerate any time the data moves
A head start for the planning review, not a replacement for it
AI Insights — Planning Dashboard
Generated from the live view
CNC-02 is the most overloaded machine at 118% and is queueing three orders behind plan.
VMC-cell delay remarks cluster around tool-change waits — the biggest recurring cause this week.
Plant OEE is up 3 points, driven by better availability on the turning line.
Plan-vs-actual sits at 92%; the gap is concentrated in two work centres, not spread across the floor.
Illustrative output · regenerate on demand
03 — Ask in Plain English

Every question runs read-only,
through a security sandbox

Letting an AI near your planning database is a fair worry — so Dhruv AI is built to make writes impossible, not just unlikely. Your question becomes a query against pre-defined analytical views. Before it runs, the sandbox checks it: read-only statements only, whitelisted views only, no write or admin keywords, no stacked statements, comment tricks stripped. Fail any check and the query never executes.

The AI reads curated views — never raw planning tables
Answers show the data alongside the summary
Database credentials held encrypted
Your operational system stays untouched
Sandbox checks — every AI query
Statement type
What the query does
Read-only SELECT
Anything else rejected
Data scope
What it may touch
Whitelisted views only
No raw tables
Write keywords
Insert, update, delete, drop…
Blocked
Query refused outright
Stacked statements
Multiple queries chained
Rejected
One statement at a time
Comment obfuscation
Hidden instructions in comments
Stripped
Before validation
04 — Delay Causes, By Machine

A thousand remarks become
five causes — mapped to the machine

Delay and breakdown remarks are free text — every operator words the same stoppage differently, so spreadsheets never add them up. Dhruv AI clusters similar remarks together and generates a readable label for each group. And because the view carries the machine and order, each theme tells you not just what keeps happening, but where — which machine and which order — so the plan-vs-actual and OEE discussion starts from the real Pareto, not a hunch.

Differently-worded remarks about the same delay land in one cluster
Labels generated automatically — rename them if you like
Ranked by machine and order, not just count
Feeds the delay-vs-machine review in the planning meeting
Recurring Delay Causes
AI-labelled
Tool-change waitsMachine: CNC-02 · order: SO-1184 shaft housing
41 hrs
Material shortage at stationMachine: VMC cell · waiting on PR
23 hrs
Breakdown / maintenanceMachine: press-3 · order: SO-1170
14 hrs
Setup / changeoverAssembly line · order: SO-1192
9 hrs
Full capability set

Everything Dhruv AI adds to your plan

Planning Role Dashboard

Machine load and % loading, plan-vs-actual, order and work-centre status, OEE, utilization and operator/machine efficiency — over live capacity and schedule data.

AI Insight Summaries

One-click written analysis of the dashboard you're viewing — what's overloaded, which order is slipping, where efficiency dropped — regenerated whenever the data changes.

Plain-English Answers

Questions about planning history answered as data plus a written summary — no report writer, no SQL, no waiting on IT.

Delay-Cause Clustering

Free-text delay and breakdown remarks clustered into recurring causes with AI-generated labels, ranked by machine and order — the Pareto view of what keeps pushing the schedule out.

Schedule Context

Delay themes carry the machine, the order and how much they moved the plan — so analytics reflect the real schedule impact on the floor, not just the symptom.

Read-Only by Design

A security sandbox validates every AI-drafted query — SELECT-only, whitelisted analytical views, blocked write keywords, encrypted connection credentials.

"The planning data was always in the system — the answers weren't. Now I ask Dhruv the question in the morning meeting and we look at machine overload and orders behind plan together, live, instead of assigning someone a report for next week."
PM
Planning Manager
Precision components manufacturer — Pune
Read-only
the AI reads whitelisted analytical views — it cannot touch, change or delete a single planning record
One layer
dashboard, insight summaries, plain-English answers and delay-cause clustering over the same live planning data

Ask your own planning data
a question — live

Bring a real question from your last planning review. In a 30-minute demo we'll connect Dhruv AI to sample planning data and answer it in front of you.

Get a demo See pricing
Read-only security sandbox Runs on your live planning data Works standalone or with the Fast Suite On-premise or cloud