Turn your analysis into
production software.
You know the data and the questions. DOTA turns them into a governed, deployed application, wired into the systems you already run. No dev backlog, no throwaway prototype, and it is yours to own.
- 1 hour
- From idea to deployment
- 100+
- Prebuilt use cases
- 100%
- Secured and IT approved
- SSO + role access
- Audit logging
- Systems integration
- Your cloud
Built for teams across every industry
Your analysts are ready to build. Everything is in their way.
Your analysts know the data and the business better than anyone. But to ship anything real, they wait months on the IT queue, stitch together dozens of disconnected systems, or keep the business running on spreadsheets they babysit by hand. Their best ideas never reach production.
6 to 14 mo
Your analysts wait this long for IT to build one internal app
A workflow, dashboard, or portal sits in the backlog for months while it is scoped, procured, built, and tested. By the time it ships, the question has moved on, and so has the analyst who asked it.
40+
Disconnected systems your analysts stitch together by hand
ERP, CRM, finance, and operational systems each hold a piece of the answer, and none were built to talk to each other. Every new question means re-exporting and re-joining the same data from scratch.
80%
Of an analyst’s week goes to wrangling data and tools, not analysis
The people closest to the business spend most of their time fighting spreadsheets, exports, and access requests instead of shipping the insight, and the app, that would actually move the needle.
Have a system that should have been an app last quarter?
Start a free month and we will build your first application at no cost. Tell us the outcome you need and we will scope it, build it with AI, and hand you a production solution, usually in weeks.
Everything between your data and a deployed app, in plain English.
DOTA replaces the multi-month IT project with four engines your analysts own: ask, define, scale, and operate.
AI Data Analyst
Ask in plain English. Get validated charts, tables, and insights, with every answer cited back to the source system, table, and formula.
- Natural-language queries across your ERP, CRM, and databases
- Auto-generated visualizations with drill-down to the records
- Every number traceable, with no hallucinated metrics
Knowledge Base
Define a metric once and it means the same thing across every app, team, and report.
- Codify KPIs, business rules, and definitions centrally
- Governed logic that survives staff turnover and reorgs
- One source of truth that teams and auditors can trust
Reusable Templates
Turn any app into a parameterized template. Roll one team’s tool out to the whole organization by changing a parameter.
- Parameterize by team, region, site, or business unit
- Standardize workflows across every operating unit
- Ship a proven app to 50 sites without rebuilding it
Live Dashboards
Drag-and-drop dashboards that auto-refresh from live data and share to teams, executives, and partners.
- Real-time widgets wired to your live systems
- Role-based sharing from the floor to the C-suite
- Auto-refresh and alerting so the view is never stale
Vibe-coded apps do not scale. Solutions do.
Anyone can prompt a pretty screen that works in a demo and falls over in production. DOTA is built by a solution provider, so the app is engineered, integrated, governed, and ready to scale from day one.
- A prototype that looks done but is not
- No real integration to your systems
- Security and access as an afterthought
- You own the mess when it breaks
- Generic output with no domain context
- A production application, deployed and supported
- Connected to your data, ERP, and workflows
- SSO, RBAC, and audit logging from the start
- Governed code you own and can extend
- Industry templates that already know your domain
An AI studio with an engineering backbone.
Scoped like a solution
Every build starts from a real requirement and a data model, not a lucky prompt. The outcome is specified before a line is generated.
Integrated, not isolated
Apps connect to your source systems, identity provider, and existing databases. No copy-paste islands, no shadow IT.
Governed by default
Access control, audit trails, and human review are wired in from the first commit, so security review is a formality, not a fight.
Yours to run
Deploy to your cloud, keep the source, and extend it with your team. You are never locked out of your own software.
Every answer becomes a live dashboard.
Ask once, then pin it. DOTA assembles auto-refreshing, production-grade dashboards wired to your live data that you can share from the operations floor to the C-suite.
Real-time widgets
Wired to your ERP, CRM, databases, and operational systems.
Governed by design
Business rules and KPI definitions built in and shared.
Role-based sharing
From the floor to the boardroom, one source of truth.
Source-cited
Every tile traceable with GlassBox AI.
- SSO + role access
- Audit logging
- Systems integration
- Your cloud
Transparency is not optional in a real business.
Every DOTA answer shows its work: the systems queried, the exact rows returned, the logic applied, and the formula behind each number. When someone asks where a number came from, you have the receipt.
Source citations
Each metric links to the system, table, and rows it came from.
Logic you can read
See the exact rule and formula applied. No black box.
Audit trail
Every query, parameter, and result is logged for review.
Human in the loop
Validate, override, and approve before anything ships.
Deep in your industry, from day one.
We ship focused applications tuned to how each sector works, with the data models, terminology, and compliance already understood. Pick yours to see the use cases.
Small apps, shipped fast.
Start from a proven template and we tailor it to your data and rules, so most go live in weeks, not quarters.
Operations Cockpit
A live KPI dashboard wired to your systems, with drill-down to the underlying records.
Approval Workflow
Multi-step review and sign-off with routing rules, SLAs, and a full audit trail.
Field Inspection
Mobile-friendly inspections with photos, offline capture, and instant reporting.
Compliance Tracker
Track obligations, deadlines, and evidence with reminders and export-ready reports.
Customer Portal
A branded self-service portal for status, documents, and requests, SSO-ready.
Document Intelligence
Extract, validate, and route data from PDFs and forms with human review in the loop.
Asset Register
A single source of truth for assets, condition, and history across sites.
Incident Management
Log, triage, and resolve incidents with escalation paths and post-incident reviews.
Data Reconciliation
Match records across systems, surface breaks, and track resolution to zero.
Onboarding Flow
Guided onboarding for customers, vendors, or staff with checks and status tracking.
Request and Service Desk
Intake, assignment, and resolution for internal requests with a clean queue view.
Reporting Studio
Scheduled, source-cited reports for regulators and leadership, no manual spreadsheets.
Built for teams that need software, not a science project.
From a two-person startup to a global enterprise, DOTA meets you where you are and grows with you.
Startups
Move fast without technical debt
Get a real product in front of customers in weeks, with a codebase you can raise on and scale, not a no-code trap you outgrow in a quarter.
- Launch an MVP in weeks
- Investor-ready, real codebase
- Scale without a rebuild
SMEs
Replace the spreadsheets and manual work
Turn the processes running on spreadsheets, email, and shared drives into proper internal apps, without hiring a full software team.
- Automate manual workflows
- One team, many apps
- Predictable, flat cost
Enterprises
Clear the backlog, keep governance
Ship the internal apps stuck in a multi-quarter IT backlog while keeping SSO, RBAC, audit, and deployment inside your own perimeter.
- Clear the app backlog
- SSO, RBAC, and audit built in
- On-prem or private cloud
Traditional software takes months. DOTA takes hours.
Connect
Securely connect your systems and databases. Read-only by default.
Define
Codify your KPIs and business rules in the Knowledge Base, once.
Build
Ask, generate, and assemble apps and dashboards. Validate with GlassBox.
Deploy
Roll out with templates. Share to teams and execs. Own the source.
Where DOTA fits.
A solution studio sits between throwaway AI tools and a full custom build, the speed of AI with the rigor of engineering.
DOTA AI solution studio | Vibe-coding tools Base44, Lovable, Bolt | Generic low-code Retool, Power Apps | Traditional dev Agency or in-house build | |
|---|---|---|---|---|
| Production-grade, deployable output | ||||
| Built in weeks, not quarters | ||||
| Real integration to your systems | ||||
| Security and governance built in | ||||
| You own the source code | ||||
| Runs in your cloud or on-prem | ||||
| Industry templates included | ||||
| Delivered and supported as a solution | ||||
| First application built free |
Assessment reflects typical out-of-the-box delivery for enterprise use cases. Tools can be pushed further with enough engineering effort.
Build for free. Pay when you go to production.
Prototype as many apps as you want on your own data at no cost. Your first production application is built free during a 30-day trial. You only start paying when an app goes live for your team.
Build
Build and prototype unlimited apps on your own data. You only pay when you go to production.
- Unlimited app building and prototyping
- AI Data Analyst and GlassBox citations
- Connect your data in development
- Community support
Production
Promote apps to production for your team, with the governance and scale operations need.
- Everything in Build
- Production deployments and live data
- Custom KPI Knowledge Base
- Live dashboards, sharing, and priority support
Enterprise
For organizations with strict security and governance across many teams.
- Dedicated instance
- SSO / SAML and SCIM
- On-prem / private-cloud option
- Dedicated success manager
Enterprise-grade from the first commit.
DOTA is designed to clear the security bar that real organizations actually have, not a checklist bolted on after launch.
SSO and SAML
Enterprise identity with SCIM provisioning and role-based access control.
Your cloud or on-prem
Deploy inside your perimeter so sensitive data never leaves your control.
Least-privilege by default
Read-only connections and scoped access from day one, no standing admin.
Full audit logging
Every action, query, and change is retained for compliance and review.
Human-in-the-loop
Review and approval gates before anything touches production or a filing.
Compliance-aware
Built to fit SOC 2, HIPAA, and sector rules like NERC CIP and GDPR.
The questions we get asked most.
No. A generator hands you code and walks away. DOTA is a solution provider: we scope the requirement, generate with an engineering backbone, integrate to your systems, and deliver a supported, governed application you own.