Enterprise Decision Intelligence Platform
The decision layer for the enterprise.
Cogniquest turns documents, data and business context into governed, auditable decisions, then carries them through to action.
- Understand
- Reason
- Decide
- Act
- One platform
- Four patented cognitive engines
- Multiple AI agents
The problem
Your most important decisions are still buried in documents.
Approving an invoice. Adjudicating a claim. Opening an account. Each one depends on documents, data, policy and judgment, so each one is still done by hand: slow, costly, inconsistent and hard to audit.
Around 80% of enterprise data is unstructured. The decisions that run on it are where operations stall.
Source: IDC
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Days, not minutes
Decisions wait in queues while people read, reconcile and re-key.
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Judgment that doesn't scale
Every exception is another person's afternoon.
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Decisions no one can explain
When an auditor asks why, the answer is in someone's head.
The shift
AI can reason. Enterprises still need decisions they can trust.
Every automation wave solved part of the problem. None of them solved the decision.
- 01 RPA automated the workflow
- 02 AI understood the information
- 03 Agents can reason and act
- 04 Cogniquest governs the decision
Agents can reason, but in high-stakes operations few LLM-driven systems make it into enterprise-grade production. Most stall at the proof of concept. Reasoning alone doesn't earn trust; assurance does.
The enterprise doesn't need another AI model. It needs a decision layer that can trust its data, understand its context, apply its policies and act with assurance.
How it works
Understand. Reason. Decide. Act.
One continuous path from the documents you receive to the action your systems take.
- 01 · Understand
Read everything, the way an expert would
Invoices, claims, contracts, forms, emails, spreadsheets and system records. Cogniquest understands structure, language, numbers and domain, not just text.
- 02 · Reason
Apply your context, not generic AI
Your policies, rules, masters and precedents ground every conclusion. Evidence is checked across documents, so a number on page 2 has to agree with the PO and the ledger.
- 03 · Decide
Make the call, and show the evidence
Approve, reject, match, classify, score or escalate. Every decision comes with its reasons, sources, confidence and the policy it applied.
- 04 · Act
Carry it through
Agents update the ERP, trigger the workflow or bring in a person exactly where your process requires one.
What happens after the decision
- Auto-approve & postHigh confidence, straight through
- Route for reviewTo the right role, with the rationale
- Escalate & flagDiscrepancy documented, audit-linked
- Trigger actionsUpdate the ERP, raise a ticket, notify the owner
Hybrid AI
Deterministic where it must be. Intelligent where it matters.
Cogniquest brings two kinds of AI together. Deterministic AI gives every decision the precision, repeatability and traceability an enterprise can stand behind. It includes Cogniquest's patented cognitive engines, specialist models and APIs, plus natural language processing: ontologies, taxonomies, knowledge graphs and named-entity recognition. Probabilistic AI (frontier and open-source LLMs, and agents) adds reasoning and judgment where a step genuinely needs it. The deterministic layer checks and governs what the reasoning produces.
Deterministic AI
- Cogniquest's patented cognitive engines, specialist models and APIs
- NLP: ontologies, taxonomies, knowledge graphs, named-entity recognition
- Precise, repeatable, traceable
- Validates, calculates, enforces rules
Probabilistic AI
- Frontier and open-source LLMs, and agents
- Reasoning and judgment
- Weighs ambiguity, decides between options, drafts and explains
- Works through problems no rule anticipated
Combined, they do more than either alone. Your ontologies, taxonomies and knowledge graphs give LLMs your enterprise's own vocabulary, entities and relationships to reason over, so their reasoning is grounded in your business, not the open internet. LLMs give that structured knowledge the power to reason.
Not every step needs an LLM. In a Cogniquest workflow, each step is a deterministic API or an agent, whichever the step truly needs.
- Assured outcomes
- Governed decisions
- Full traceability
- Speed
- Cost efficiency
- Read & extract Deterministic
- Validate rules Deterministic
- Weigh evidence Agent
- Reconcile & post Deterministic
Many agentic and LLM projects never leave the proof of concept. Cogniquest builds every solution on one governed platform, with deterministic assurance at its core. That is what takes automation from a promising pilot to enterprise-grade operation at scale.
Decision Evidence
Every decision shows its work.
The question isn't only what the AI decided. It's why, and whether you can prove it. Every Cogniquest decision carries its own record: the reasons, the evidence down to the page and line it came from, the policy applied, the confidence and the action taken.
Explainable to your team. Auditable for your regulators. Defensible to your customers.
- Decision
- Approved
- Why
- PO matched · GRN matched · Vendor valid · Tax valid · Within tolerance
- Evidence
- Invoice p.2 · PO #12345 · GRN #4567 · Vendor master
- Confidence
- 97%
- Policy
- Procurement Policy v4.2
- Agent
- AP Validation Agent
- Action
- ERP posting initiated
The platform
One platform. Any outcome.
A solution is an outcome, not a fixed product. Any business process becomes one, assembled from the same governed platform, so the tenth goes live faster than the first.
- Governed throughoutRole-based access, maker–checker, separation of duties and spend control, enforced on every solution, agent and endpoint.
- SolutionsAny business process becomes a decision solution, with its own screens, vocabulary and endpoints.
- API PortalWork comes in from email, cloud drives, uploads and APIs. Capability goes out as secure, logged endpoints.
- Agentic and Workflow Orchestration StudioOne studio for workflows and the agents they use, built on one canvas by drag-and-drop or in plain words.
- The Cogniquest CoreDocument and data intelligence, context-enriched retrieval, assurance and four patented cognitive engines.
- Adaptive model routing
- LLM & cloud agnostic
- Assured outcomes
- Secure & compliant
- Flexible deployment
Solutions
Start with a decision you already make every day.
Out-of-the-box products, live in production, running on the full platform and configured to your rules.
Domain solutions
Built deep for one function's decisions- APWise Accounts payable decisions Reconciles invoice, PO, GRN and e-invoice, then decides match, exception or approval and posts to the ERP. 8 days → under 12 hours Explore APWise
- FinWise Financial spreading & analysis Every financial table spread into a comparable series, and every movement explained and cited to the report. Every movement explained and cited Explore FinWise
- ClaimWise Insurance claims decisions Claims intake, validation and adjudication, with every determination evidence-backed. 28 days → 2 days Explore ClaimWise
Cross-industry products
For any team, in any industry- MailWise Intelligent email operations Every service email classified, answered or ticketed under your thresholds, with every action logged. Preconfigured for retail banking. Explore MailWise
- DocWise Document intelligence Every document read, classified, indexed and answerable, with every answer cited to its source. Explore DocWise
- Build your own Corporate onboarding & re-KYC, audit control testing, regulatory policy benchmarking, ESG benchmarking, or any outcome your business needs, on the same platform. Build your own
Proof
Different decisions. The same intelligence.
Live in production across financial services, insurance, healthcare and commerce.
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8 daysUnder 12 hours
A leading Indian e-commerce platform
Invoice-to-ERP turnaround with three-way reconciliation, across 145,000 invoices a month from 2,500+ vendors
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28 days2 days
A leading general insurer
Marine claims intake, validation and adjudication across 200,000 claims a year
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30 min2 min
A US healthcare payer
Claims and enrollment adjudication across 2,000 forms a day
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20–50% coverage100% coverage
A global consultancy
ESG analysis across 1,000 companies
- Top Contender · ET AI Awards 2026
- Winner · ELEVATE 2026
- Winner · APEC India 2024 (SelectUSA)
- Top 10 · NASSCOM AI Gamechangers 2024
- Inducted · NASSCOM DeepTech Club 2024
- Finalist · National Startup Award 2023
Enterprise-ready
Built for decisions that have to stand up to scrutiny.
A governed platform you run on your own infrastructure, with your own models. Not another point tool. Not a black-box agent.
Assured, not just confident
Four cognitive engines (structural, linguistic, numerical and domain) corroborate every output. Grounded by construction: an answer without support is never returned as an answer.
Cited to the source
Every value traces back to the region of the page it came from.
Documents read as they're built
DICER, Cogniquest's document intelligence and contextual extraction router, keeps tables, fields and layout intact, so the answers built on them stay reliable.
Your models, your environment
Model-agnostic, with adaptive routing on accuracy, latency and cost. Run it as SaaS, or as a ring-fenced deployment inside your own environment.
Governed by design
Role-based access, maker–checker, separation of duties and full auditability across the platform.
Your data stays yours
Your data never trains our models.
SOC 2
ISO 27001
HIPAA
GDPR
Cogniquest's cognitive engines are protected by Indian Patent No. 591327.
Partners
Built to be built on.
System integrators, software vendors and operations partners deliver Cogniquest to enterprises around the world.
System integrators
Deliver decision intelligence programs on a governed platform.
ISVs & OEM
Embed Cogniquest's decision intelligence inside your own product.
BPO & KPO
Turn manual operations into managed decision services.
Watch a decision get made. Then bring us one of yours.
See Cogniquest approve a claim recommendation and an invoice payment, step by step, with every reason on the record. Then pick a decision your team makes every day, and we'll run it on your documents.