Applications · built on the platform

The work your enterprise runs on — as governed AI applications.

Four families of agentic applications, each tuned to a hard enterprise job — modernizing legacy code, understanding your documents, answering questions of your data, and running governed voice — plus the open path to build your own. Each is a Mind on ai/Studio, so each inherits the same contract: traceable, reproducible, cost-bounded.

⦃param⦄ ai/Studio · the applicationsone governed platform

CodeFlo · modernization DocFlo · document intelligence DataFlo · natural-language BI VoiceFlo · governed voice Build your own Mind

application 01 · modernization

CodeFlo — modernize legacy systems you can't afford to break.

Legacy code migration, application modernization, code analysis and security remediation — as a reviewable, traceable engineering workflow. CodeFlo reads your existing system, proposes a migration plan you can sign off on file by file, rewrites to the target framework, generates tests, and flags what needs a human. Modernization you can actually trust in production.

Also for Struts→Spring Boot · COBOL & mainframe modernization · .NET & Java re-platforming · code analysis · security audits & vulnerability fixes · automated test generation · SDLC acceleration · technical-debt reduction

Maruti Suzuki · Co-Innovation partnerJava Struts → Spring Boot · COBOL modernization

CodeFlo · migration planreviewable

MIGRATION PLAN · 142 FILES

OrderService.java

PaymentDAO.java

InvoiceMapper.xml

LegacyUtils.java

config.properties

91 / 142 · 64% reviewed

LEGACY · Strutsbefore

public class InvoiceAction
  extends DispatchAction {
  public ActionForward
  execute(...) {
    return mapping
      .findForward("ok");
  }
}

MIGRATED · Spring Bootafter

@RestController
public class InvoiceController {
  @GetMapping("/invoice")
  public ResponseEntity
  get(...) {
    return ResponseEntity.ok(...);
  }
}

✓ tests generated · 38 pass ✓ per-file diff traced ● 2 flagged for human review

application 02 · document intelligence

DocFlo — ask your documents anything, and trust the answer.

Document intelligence and grounded enterprise search across SharePoint, OneDrive, Google Drive, PDFs and email. DocFlo turns your document estate into a knowledge graph, retrieves the answer deterministically, cites its sources, and generates the artefact you actually need — a contract risk brief, a compliance summary, a research findings pack. Grounded, cited, and current.

Also for grounded enterprise search · knowledge-graph Q&A · SharePoint, OneDrive & Drive · contract & policy analysis · RFP & compliance review · invoice & document extraction · knowledge management

UltraTech · knowledge-graph agents at scaleBosch · GenAI invoice reader ~99%

DocFlo · ask your documentsgrounded

What's our liability cap in the Northwind master agreement, and has it changed?

DOCFLO · GROUNDED ANSWER

The liability cap is 12 months of fees. It was raised from 6 months in the 2024 amendment — superseding the original clause.

↳ master_agreement_v3.pdf · §11.2

↳ amendment_2024.pdf · §3

RESEARCH FINDINGS · 4 cited

Cap raised 6 → 12 months

amendment_2024.pdf · §3

Carve-out for data breach is uncapped

master_agreement_v3.pdf · §11.4

Auto-renews unless cancelled 60 days prior

master_agreement_v3.pdf · §2.1

Governing law: Delaware

master_agreement_v3.pdf · §18

THE KNOWLEDGE BEHIND IT

vector · fuzzy · graph traversal · zero-LLM retrieval

GENERATED ARTEFACTcontract_brief.html · 8.4 KB

Northwind — Contract Risk Brief

auto-generated · grounded · cited

12 mo

LIABILITY CAP

UNCAPPED CARVE-OUT

Liability exposure

Renewal risk

Data-breach exposure

↳ every figure links to its clause

application 03 · natural-language BI

DataFlo — your data, answerable in plain language.

Natural-language BI and text-to-SQL with governance built in. DataFlo turns a plain-language question into schema-validated SQL, runs it against your warehouse, and returns the dashboard your teams actually use — with every query validated against your real schema, so self-service analytics never goes off the rails.

Also for text-to-SQL · self-service analytics · governed dashboards · schema-validated queries · data democratization · warehouse & BigQuery Q&A

Taneira · BI & dashboardsNykaa · analytics

DataFlo · ask your dataschema-validated

Top 5 regions by revenue this quarter, vs last — flag any that dropped.

GENERATED SQL✓ schema-validated

SELECT region,
       SUM(revenue) q,
       LAG(SUM(revenue))
         OVER (...) prev
FROM sales
WHERE quarter = 'Q2'
GROUP BY region
ORDER BY q DESC
LIMIT 5;

Revenue by region · Q2

vs Q1 · top 5

⚠ 2 regions dropped — East, Central

application 04 · governed voice

VoiceFlo — voice agents that stay on-script and on-record.

Enterprise voice agents and governed contact-center automation. VoiceFlo handles warranty, claims and support calls in natural conversation — but every turn is transcribed, traced and bounded by policy, and when a request falls outside its authority it escalates to a human rather than guessing. Automation your compliance team can sign off on.

Also for contact-center automation · warranty & claims handling · on-script compliance · fully traced conversations · human escalation paths

Warranty voice agent · 72% contact rate

VoiceFlo · live callon call · 02:14

AGENTThanks for calling — I can see your warranty claim. May I confirm the last four digits of your registered number?

CALLERSure, it's 4471.

AGENTVerified. Your claim for the gearbox is within the 36-month coverage window. I'm logging the inspection request now.↳ on-script · policy §4.2

CALLERCan you just waive the inspection?

AGENTThat's outside what I can authorize — I'll route this to a human supervisor rather than guess.↳ bounded · escalation path

GOVERNOR · this call

CONTACT RATE

72%

TURNS TRACED

14 / 14

OFF-SCRIPT

COST

$0.021

✓ every turn transcribed & traced
✓ stays within policy bounds
✓ escalates rather than guesses

application 05 · build your own

Your own Mind — for the use case only you have.

The four families cover the common jobs. But you're a platform customer, not a product customer — so when your use case is something else entirely, you build it. Describe the agent you need in the Mind Designer; it reasons out the workflow, composes the operators, and writes new ones in Python where the job demands it. Say you want an HR appraisal system — you'll build it here, the same way UltraTech did, across 20,000 employees. Whatever your domain, it becomes a governed Mind with the same contract as the rest.

Also for HR appraisal & performance review · procurement & supplier intelligence · claims & underwriting · field & mining operations · custom agentic workflows for your domain

UltraTech · HR Appraisal Assistant, 20,000 employeesUltraTech · CMO Mining Agent

Mind Designer · describe it, build ityour domain

"Build an HR appraisal assistant that drafts reviews from goals, peer feedback and our competency framework."

DATA · SQL

Pull goals & ratings

DOC · KG

Read peer feedback

CUSTOM PYTHON

Map to competencies

LLM

Draft the review

CUSTOM PYTHON

Validate & score

ORCHESTRATOR

Governed appraisal Mind

the Designer composes the operators — you describe the outcome · every custom Mind inherits the same governed contract

why these are different

Every application. One contract. No exceptions.

These aren't separate products bolted together — they're Minds on the same operating system. So every one of them, including the ones you build yourself, inherits the platform's guarantees for free: every step traced, every run reproducible, every cost bounded, every answer grounded. The application is the part that's yours; the governance comes built in.

Traceable

every step event-sourced, across all four

Reproducible

the same input gives the same result

Cost-bounded

a run cannot exceed its budget

Grounded

answers cite their source, not a guess

From a named application to a Mind you design yourself — same operating system, same guarantees.

see it on your own work

Bring us your hardest use case.

A legacy system to modernize, a document estate to make answerable, a warehouse to open up, a call flow to govern. We'll run a Mind on your data in thirty minutes — with an engineer who can answer the hard questions.

Book a demo → See the platform