USE CASES

Real cases. No scripted demos.
This is how ADA runs in production.

From legacy system modernization to continuous feature delivery in fintech, ADA adapts to each client's domain, stack and compliance.

INDUSTRIES

VERTICAL MODULES

ON-PREMISE CAPABLE

01 — PHILOSOPHY

Every company has its own jargon, rules and legacy.
ADA adapts. Not the other way around.

Generic AI platforms treat all development the same. ADA creates domain-specialized agents that learn your context: from your team's acronyms to your industry's specific compliance rules. The result isn't generic code: it's code that fits your real ecosystem.

Context before code

Agents that learn your jargon, business rules and technical conventions before writing the first line. No 'generic code'.

Native compliance

DORA, ENS, NIS2, GDPR, SOC 2. Scoring incorporates your compliance requirements as quality criteria, not as a subsequent checklist.

Legacy as a first-class citizen

Client-specific agents for legacy APIs, mainframes and inherited systems. The old stuff isn't a problem: it's the context.

02 → MODULES

ADA specialized by vertical.

Twelve pre-configured modules with ecosystem-specific agents, playbooks and knowledge bases. Ready from week 1.

Talk to an expert
TIER 01Enterprise ERP/CRM
3 MODULES
VERTICAL MODULE

ADA Salesforce

Specialized agents in Apex, Lightning Web Components, Flow, metadata and DevOps Center. Understands customization vs configuration and platform governance limits.

STACK

  • Apex · LWC · Aura · Visualforce
  • SOQL · REST/SOAP APIs
  • Salesforce DX · Flow Designer
VERTICAL MODULE

ADA SAP

Agents for the full SAP stack: ABAP, CDS, Fiori, BTP and integrations. Includes knowledge of standard objects, BAPIs, user exits and S/4HANA extension patterns.

STACK

  • ABAP · Fiori/UI5 · CDS Views
  • OData · BAPIs · IDoc
  • BTP · S/4HANA · Integration Suite
VERTICAL MODULE

ADA Oracle

Coverage of the Oracle Cloud stack: PL/SQL, Oracle APEX, EBS, Fusion and OCI. Specialized in legacy application modernization and cloud architecture migration.

STACK

  • PL/SQL · Oracle APEX · Forms
  • OCI · ADF · REST APIs
  • Integration Cloud · Fusion
TIER 02Service & Workflow
3 MODULES
VERTICAL MODULE

ADA ServiceNow

Specialized agents in GlideRecord, Business Rules, Flow Designer, IntegrationHub, CMDB and Service Portal widgets. Covers ITSM, ITOM and custom workflows.

STACK

  • GlideRecord · Business Rules
  • Flow Designer · IntegrationHub
  • REST/SOAP APIs · ATF · Update Sets
VERTICAL MODULE

ADA Dynamics

Agents for the complete Power Platform: Dataverse, D365 Finance/Sales, C# plugins, JavaScript web resources and PCF Controls. Deep Azure integration.

STACK

  • C# · TypeScript · Power Fx
  • Dataverse API · PCF Controls
  • Azure Functions · Power Automate
VERTICAL MODULE

ADA Workday

Agents for Workday Studio, EIBs, Calculated Fields and Workday Extend. Extremely high demand with very little talent available in the market.

STACK

  • Workday Studio · XSLT
  • Calculated Fields · EIBs
  • REST/SOAP · Orchestrations

6 MODULES VISIBLE · 6 TO DISCOVER

03 — FEATURED CASE

Legacy banking core modernization.
How ADA executes end-to-end.

A step-by-step walkthrough of a typical modernization case: from a COBOL system in production to a cloud-native architecture, without stopping the business.

BANKING / FINTECHLEGACY MODERNIZATION

The client

Spanish mid-cap bank with banking core on AS400 mainframe and COBOL application layers with 25+ years of history. Goal: progressive migration to distributed cloud architecture without degrading SLAs.

DOMAIN

Core banking

ACTIVE AGENTS

7 specialized

PILOT DURATION

12 weeks

COMPLIANCE

DORA · ENS · SOC 2

STEP 01

ADA learns the banking core

The context agent ingests architecture documentation, COBOL glossaries, business regulatory rules and diagrams of the existing core. Conversational interview with the banking team to capture undocumented rules.

Output

Knowledge base indexed · 480 business rules captured · 7 specialized agents active

STEP 02

Candidate module identification

The arbiter agent crosses the technical risk matrix (debt, test coverage, dependencies) with business priority (transaction volume, roadmap). Identifies the first 3 modules to modernize.

Output

Module 1: Interest calculation · Module 2: Settlements · Module 3: Regulatory reporting

STEP 03

ADRs and service contracts

Architecture agents propose ADRs (Architecture Decision Records) for the strangler fig pattern. They define OpenAPI contracts between the legacy core and the new microservices, including distributed transaction management.

Output

12 ADRs approved · 8 OpenAPI contracts · C4 diagrams generated

STEP 04

COBOL, Java and K8s working in parallel

COBOL agent extracts and documents legacy logic. Java agent builds the equivalent microservice in Spring Boot. Infra agent defines Helm charts and GitOps pipeline. QA agent generates parity tests.

Output

Microservice: interest-calculation-service · Parity tests: 3,200 cases · CI/CD pipeline active

STEP 05

Quality gate at 90% with banking criteria

The scoring system validates: functional parity (100% cases pass), security (zero critical findings), performance (P99 within legacy SLA), DORA and ENS compliance. If not met, it iterates.

Output

Global score: 94% · Functional parity: 100% · Latency P99: 47ms (SLA 60ms)

STEP 06

Strangler fig in production

Release with traffic mirroring: the new microservice processes requests in parallel without production impact for 2 weeks. After validation, progressive cutover at 5%, 25%, 50%, 100%. Monitoring agent watches for anomalies.

Output

PR merged · ADR documentation + runbook · DOC compliance report generated · 0 incidents

Pilot results (12 weeks)

MIGRATION TIME

FUNCTIONAL PARITY

INCIDENTS IN PROD

AUTO-GENERATED TESTS

Pilot metrics compared to internal estimate from the modernization team.

04 — PROJECT TYPES

Building from scratch is not the same as migrating a monolith.

Six work modes. Each one activates different agents, adjusts scoring and adapts flows to the project type.

FROM SCRATCH

New projects from zero.

Generates architecture, scaffolding, API design and first sprints. Ideal for corporate startups and new digital products within the group.

WHAT CHANGES IN THIS MODE

  • Architecture agent proposes stack, repo structure and CI/CD patterns
  • Scoring focused on maintainability and future scalability
  • ADRs (Architecture Decision Records) generated from day one

MODERNIZATION

Migrate legacy to cloud-native.

COBOL → Java, monolith → microservices, mainframe → cloud. The mode that moves the most money in enterprise: banking, insurance and public sector.

WHAT CHANGES IN THIS MODE

  • Reverse engineering agent extracts business logic from legacy code
  • Scoring includes 'functional equivalence' metric with the original system
  • Automatic documentation of legacy → new architecture mapping

MIGRATION

Migrations between technologies.

Oracle → PostgreSQL, Angular → React, REST → GraphQL. Massive volume of coordinated changes without stopping operations.

WHAT CHANGES IN THIS MODE

  • Automatic mapping agents for APIs, schemas and service contracts
  • Scoring validates data compatibility and functional regression
  • Parallel execution per module with % completion dashboard

DATA

Data engineering and analytics.

ETL/ELT pipelines, data warehousing, dbt, Airflow, Spark. The area no competitor addresses with specialized agents.

WHAT CHANGES IN THIS MODE

  • Agents for dbt, Airflow, Spark and domain-specific advanced SQL
  • Scoring validates referential integrity, query performance and lineage
  • Integration with data catalogs (DataHub, Atlan, Collibra)

MAINTENANCE

Bug fixing and technical debt.

Minor features, BAU, ticket resolution and day-to-day technical debt. No full onboarding — reuses the existing client context.

WHAT CHANGES IN THIS MODE

  • Simplified flow: ticket → agent → PR without full definition
  • Scoring tuned for low-risk changes and regression coverage
  • Ideal entry point for scaling ADA in an existing client

EVOLUTION

Product evolution in production.

New features, major refactors and continuous optimization without breaking the service. The day-to-day scenario in enterprise with a live product.

WHAT CHANGES IN THIS MODE

  • Agents with production system context (telemetry, logs, metrics)
  • Scoring includes backward compatibility and extended regression coverage
  • Feature flags, gradual rollouts and automatic rollback on incident
05 — SATELLITE PRODUCTS

Independent products. Own revenue.

Two products that can be contracted separately from ADA Core. One to enter: ADA Audit. One to grow: ADA Academy. Both with public pricing and their own business model.

LEAD GEN ENGINE+80% CONVERSION TO CORE

ADA Audit

The Trojan horse of modern delivery.

We audit your codebase, documentation and delivery processes. We generate an executive report showing where ADA would have the most impact, how much you'd save and which ecosystems to activate first.

RETENTION ENGINE+40% CHURN REDUCED

ADA Academy

The talent moat ADA builds with you.

Interactive training platform that teaches POs, analysts, tech leads and devs to work with AI agents. Not just how to use ADA — how to change the way they work.

THE COMPLETE FUNNEL

Audit opens the door. Core solves. Academy retains.

Each audit generates the intelligence to propose ADA Core on demand. Each Core license is reinforced with Academy so the client team doesn't just use ADA — they change the way they work. Three products, one business model.

ADA Audit
ADA Core
ADA Academy

Your case isn't in this list?

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Tell us your domain, your stack and your challenge. We'll show you how ADA would run a pilot on a specific case from your company.