Examine
We look at how decisions are really made today: who decides, on what evidence, and where the picture breaks.
Requisite Technologies · Intelligence, engineered
Intelligent systems
for a complex world.
Technology is the enabler.
Your institution's intelligence is the advantage.
We build systems that help organisations see the whole picture and decide on evidence, and we help shape the organisation around them. For defence, government, banking and enterprise, inside your walls or fully offline.
- Delivered for the Indian Army
- Runs fully offline
- Partner programmes: AWS · Microsoft · Google Cloud · NVIDIA · Databricks
What we do
Every system sees a part. We build intelligent systems that see the whole, show their evidence, admit what they do not know, and leave people in command.
The problem
Most organisations now have AI.
Few can trust what it tells them.
-
01
Nobody sees the whole.
Your information lives in dozens of systems, each with its own version of events, and none of them shows the full picture.
-
02
AI sounds sure when it isn't.
Models answer fluently from stale, partial or conflicting information, and rarely say so.
-
03
Decisions leave no trail.
When something goes wrong, nobody can show what was known, what was assumed and who decided.
The answer isn't more AI. It's better systems around the people who decide.
How we think
AI is an enabler,
not the destination.
The real advantage is what your organisation already knows: the experience of your people, the evidence in your records, and the way decisions get made. We help you put it to work.
Construct
We build the systems, and shape the roles, rules and accountability around them, so the technology fits how you actually work.
Renew
The world keeps changing, so neither the system nor the structure can stand still. We measure, learn and adjust with you.
Grounded in decades of work on how organisations decide well. Read about Requisite Agility →
What we build
Platforms for decisions that matter.
Flagship · pilots openKybern · Systemic intelligence
See the whole picture of your organisation, and decide with your eyes open.
Kybern sits on top of the systems you already run and reads them as one connected world. Every fact keeps its source, every gap is flagged, and people stay in command.
259 of 259 cases passed in our open Reality Challenge, against 74 for a naive baseline. See the leaderboard →
Available
EntradaIntelligent entry
The way in to everything you know and everywhere you protect. Includes AI-in-a-Box on Meru M128.
Visit getentrada.com ↗
Available
CyberShieldDigital risk protection
Find the fakes aimed at your brand before your customers do.
Explore CyberShield →
Delivered
RecruitOSRecruitment and examination
Selection that stands up to audit, appeal and public scrutiny.
Explore RecruitOS →
Intelligence for
Defence
Explore solutions
Case studies
Proof in the field.
- Indian ArmyRecruitment delivered offline and on premises, certified complete
- 259 / 259Reality Challenge cases passed by Kybern, against 74 for a naive baseline. See the leaderboard
- 19Working demonstration worlds, from fleet readiness to hospital capacity
Defence · Indian Army · Delivered
Recruitment for the Indian Army, certified complete
HQ 2 Signal Training Centre, Goa, needed its CSBO Grade-II recruitment to stand up to audit and appeal, without depending on an external cloud. RecruitOS ran it end to end: offline application intake, national ID and document verification, officer review, and an immutable record of every decision.
- Deployment
- Offline · on premises
- Verification
- ID QR + OCR
- Outcome
- Certified complete
Working demonstration
Navy · Fleet readiness
Can the task force sail on Thursday?
A working Kybern world of ships, crews, spares and maintenance. It answers from the evidence, flags the readiness reports that are stale, and names the check that would settle each doubt. 14 of 14 test cases passed; a naive baseline passed 4.
See how it was tested →
Working demonstration
Banking · Financial operations
Will tonight's settlement run close?
Feeds, cut-offs, exceptions and the people who own them, in one picture. When a feed goes quiet, Kybern says so instead of assuming it is fine. 14 of 14 test cases passed; a naive baseline passed 4.
See how it was tested →
Working demonstration
Healthcare · Hospital operations
Where will we run out of beds first?
Wards, staff rotas, admissions and discharges as one connected system, with missing reports kept visible rather than filled in. 14 of 14 test cases passed; a naive baseline passed 4.
See how it was tested →Why Requisite
- Delivered for the Indian ArmyOffline, on premises, certified complete.
- Runs inside your wallsAir-gapped, on premises, sovereign cloud or yours.
- Our own hardwareMeru M128 AI-in-a-Box on NVIDIA Grace Blackwell.
- Tested in the openA public leaderboard. Failures published, not hidden.
- Organisational scienceFounding partners and advisors with decades in organisation design.
- Enterprise partner programmesAWS, Microsoft, Google Cloud, NVIDIA and Databricks.
How we deliver
Your intelligence,
inside your walls.
Everything we build can run on your premises, or fully offline when it must. No public AI service in the loop, no data leaving the building, no per-token bills.
Entrada AI-in-a-Box
Private AI you unpack and switch on.
Meru M128 with Entrada Knowledge AI installed. Unpack, connect to your network, start asking.
- 128GB unified memory
- GB10NVIDIA Grace Blackwell
- 4TB NVMe storage
- 0Internet needed in Sovereign mode
Sovereign mode: no internet connection, local AI models only, documents from approved sources. Built for defence, security and sensitive government work.
Your AI, on your terms.
The same software at every point, from fully isolated to fully managed.
- Evidence firstEvery answer points back to its source: the document, the page, the record.
- Honest about doubtWhen the evidence is thin, we say so and name the check that would change the answer.
- Sovereign by designYour data and models stay under your control.
- People in commandAI advises, people decide, and every action is attributed.
Behind it
Built on research.
Backed by people who have done it.
RCA
Requisite Cognitive Architecture
Our research programme into how perception, memory, reasoning and checking fit together, so intelligence comes from the whole system rather than one giant model.
Research stageExplore RCA →RA
Requisite Agility
How organisations stay viable as their world changes, built from what the frontline experiences and what demand requires, not only from the top.
Explore Requisite Agility →Reality Challenge
A test built so Kybern can lose.
Our open benchmark: every case scored in public against a simpler baseline. The blind test with expert partners comes next.
See the leaderboard →Consultants, integrators, resellers and research partners: build it with us →
Insights
From the research to the field.
Perspective · Kybern · 6 min read
Why AI near real decisions must know when it is wrong
Confidence is cheap. A system that advises on whether a task force can sail, or whether tonight's settlement run will close, must also say what it does not know, name the evidence that would change its answer, and stop where its authority ends.
Entrada · 5 min readYour documents changed last week. Does your AI know?
Most document AI answers from whichever version it finds first. When a new circular quietly supersedes an SOP, a confident answer becomes a wrong one. Here is how Change Radar keeps every answer on the latest authoritative version, offline.
Research · Kybern · 7 min readInside the Reality Challenge: a test designed so Kybern can lose
Across 19 synthetic worlds, Kybern passed 259 of 259 internal cases; a naive baseline passed 74. That is not proof, and we explain why. The real test comes next: expert cases scored blind, and every failure published.
Next step
Start with one decision.
Bring us one real problem. We demonstrate, then run a bounded pilot inside your environment with the yardstick agreed up front, and you can stop if it does not earn its place.
Or write to reach@requisitetech.com · +91 98150 23001