Research + deployment · Autonomous AI

Autonomous AI for
planning projects and
managing assets.

SangMil researches and deploys autonomous AI for the world's most schedule-critical work. We turn that research into products — nahla.ai for project planning, and a flagship programme for thermal power plant shutdown planning — grounded in real engines, always under human sign-off.

Explore nahla.ai → See the research →
Live schedule engine
DATA DATE · WK 14
Foundations
Structure
Envelope
Fit-out
Commissioning
CRITICAL PATH
Envelope → Fit-out
FORECAST
+2.4 days
How we
operate
01
Research
The hardest planning problems, with industry and academia.
02
Implement
Autonomous AI on real engines — not another chatbot.
03
Operate
In production, under human sign-off, on your live data.
What we build

Two fields. Two dedicated efforts.

Project planning and thermal power plant outages are different disciplines — each with its own governance, engineering and field specialisation. We run them as separate, dedicated efforts. nahla.ai is in production today; the thermal outage programme is in active development, governance included.

Project planning · The product ● LIVE

nahla.ai

Agentic project planning for construction and capital works. A fleet of agents draft your schedule, chase the trades, and flag risk — every number from a real engine.

CPM DCMA-14 Monte Carlo .XER · .MPP
Visit nahla.ai →
Asset management · Flagship research 2026 PROGRAMME

Thermal power plant shutdown planning

A separate frontier: sequencing the thousands of interdependent activities of a thermal unit turnaround, predicting overruns before the unit comes offline, and re-baselining the moment a hold-point slips.

Boiler Turbine HRSG Hold-points
Read the research →
Inside the product

Agents propose. Engines compute. You approve.

Generic LLMs hallucinate. Traditional schedulers don't think. nahla is grounded in real project-controls engines, so nothing changes until you sign off.

01

Agents propose

A fleet drafts schedule updates, chases subcontractors, and flags at-risk dates into your inbox — never acting on their own.

02

Engines compute

Every number comes from CPM, DCMA-14 and Monte Carlo — not a language model guessing dates. The answer you get is the answer you can ship.

03

You approve

Review each proposal, then approve, edit or reject. Scoped tool permissions mean the AI can't invent fields or alter baselines.

Real engines underneath
Schedule generator CPM S-curves Monte Carlo DCMA-14 Driving path
Done for you · We operate it

We create and manage your schedules — end to end.

Hand us your scope, drawings or a rough plan. Experienced planners build a fully logic-linked CPM schedule in Oracle Primavera P6 or MS Project — resource-loaded and levelled, ready for tender, claims or progress reporting.

Already have a schedule? You're covered. We optimise it and keep it current throughout the project with updates, re-forecasts and look-aheads — and can run your progress collection too. Opt in for private AI on top; every action is propose-only, so you stay in control.

Shutdowns & outages MEP / electromechanical Construction & development Dismantling Building services & fittings
Send us your scope →
Built in
Oracle Primavera P6 MS Project nahla.ai
Trusted on major projects
Snowy Hydro 2.0 · renewable energy, Australia
Sadara Chemical
CMC Hospital
Nobu Hotel
Almarai Milk Plants, KSA
Optimised and maintained — not just handed over.
Ongoing support keeps the schedule current with updates, re-forecasts and look-aheads. Across Australia and the Middle East.
Flagship research · 2026 programme

Thermal power plant shutdown planning.

A planned shutdown of a large thermal unit can cost roughly USD 1M per day. Our research brings AI schedule intelligence to the turnaround itself — a domain of its own, distinct from nahla's construction work.

AI-driven schedule risk for boiler, turbine and HRSG overhauls
Permit, hold-point and clearance tracking — live
Monte Carlo on the return-to-service date with confidence bands
Crew, scaffolding and parts conflict detection across trades
Explore the research →
OUTAGE · UNIT 3
Day 14 of 21
LIVE
RTS +2.4 days
Boiler overhaul78%
Turbine inspection48%
HRSG tube replacement32%
Next hold-point: hydrotest clearance · 06:00 Wed. 2 predecessors driving the RTS date.
Enterprise-grade security

Your schedules stay private. Always.

AWS · Sydney

Sovereign, redundant infrastructure in ap-southeast-2.

AP-SE-2

End-to-end encryption

TLS 1.3 in transit, AES-256 at rest, per-tenant keys.

TLS 1.3 · AES-256

You control deletion

Delete your data anytime — we permanently erase it from our cloud and confirm by email. Nothing is retained without your say-so.

DELETE ANYTIME

SOC 2 aligned

Audited data-handling, documented controls.

SOC 2 TYPE II

Zero AI training on your data · full XER, CSV and PDF export

The story behind the name

A milestone is more than a date
on a Gantt chart.

In Persian and Urdu, "sang-e-mil" means milestone — the stones placed along a path to mark progress. Every project is a journey measured in milestones, from first plan to final handover. We built SangMil to make sure you hit every one — on time, every time.

01
Plan
02
Build
03
Ship
04
Done
Founded 2024 · Geelong, Australia · AWS Partner

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