Operate software by talking.
CONXA makes SaaS Platforms directly operatable through Claude.
Add Employee
Executes workflows across your entire stack
Built differently by design.
Every decision in CONXA is made to make AI-operated workflows reliable, observable, and maintainable.
~97% Less Token Usage
Execution is deterministic and code-driven. Claude is only invoked when recovery or reasoning is genuinely needed — not for every step.
5-Layer Recovery System
Selector fallbacks → anchor targeting → LLM intent recovery → vision recovery → graceful terminal state. CONXA always has a next move.
Human-Speed Execution
CONXA operates at the pace of a trained human operator — avoiding bot detection, rate limits, and CAPTCHAs by design.
Full Observability
Track every run: who executed what, which skill ran, which step failed, which recovery layer was used, and the complete execution timeline.
Internal Platform Support
Operate internal SaaS tools securely. No codebase exposure, no API keys shared, no platform integration required.
No Coding Required
Simply teach workflows by demonstration — just like training a human employee. Users never touch APIs, configs, or codebases.
Human Editing Layer
After recording, refine AI-interpreted steps in our visual editor. Fix interpretation errors and add conditions before packaging.
Fast UI Adaptation
When a SaaS platform updates its UI, simply reteach the affected workflow in minutes — no engineer needed.
Teach once. Execute forever.
Four stages from human demonstration to autonomous AI operation.
Record
Demonstrate your workflow once in a real browser. CONXA captures every click, type, scroll, and navigation.
Edit
Refine the recording in our visual editor. Correct AI interpretation, add conditions, and parameterize inputs.
Compile
CONXA packages your skills into a versioned, executable plugin with deterministic step sequences and recovery layers.
Execute
Claude reads plugin capabilities, plans required skills, and executes at human speed with full observability.
Operational intelligence for every workflow.
From government portals to SaaS internal tools — CONXA executes anywhere a human can navigate a browser.
Automate government portal operations.
- Procurement approvals and supplier onboarding
- License and permit applications
- Budget reconciliation across agencies
- HR processes in legacy government systems
- Compliance reporting and data entry
Operate your internal SaaS stack autonomously.
- Employee onboarding across HR, access, and payroll tools
- Support ticket routing and CRM updates
- Finance reconciliation in NetSuite or SAP
- Release coordination in CI/CD dashboards
- Cross-platform data synchronization
Five layers between failure and recovery.
When a UI changes, CONXA doesn't crash — it tries every recovery strategy in sequence before asking for help.
Every execution, fully visible.
Watch your AI operator work in real time. Streamed logs, recovery events, and execution timelines — nothing is a black box.
Operational node graph
Every run, accounted for.
Complete audit trail: who ran what, which skill failed, exact recovery layer, and full execution timeline.
Runs today
248
+12%
Success rate
98.7%
+0.4%
Avg duration
2m 31s
-18s
Recoveries
6
–
| User | Plugin | Skill | Status | Recovery | Duration | When |
|---|---|---|---|---|---|---|
| sarah.chen | hr-onboarding | create-employee | success | — | 2m 14s | 3m ago |
| james.okafor | access-control | role-assignment | recovered | L2 Anchor | 3m 41s | 11m ago |
| priya.shah | payroll-sync | sync-employee | success | — | 1m 08s | 22m ago |
| tom.vargas | finance-ops | create-cost-center | success | — | 4m 02s | 35m ago |
| mei.lin | email-admin | send-welcome | recovered | L1 Selector | 2m 55s | 1h ago |
Execution timeline — last 24h
Operate behind your firewall.
CONXA is designed from the ground up for enterprise operational security. No SaaS integrations, no API surface, no codebase exposure.
No codebase exposure
Workflows operate at the browser layer. No API keys, no SDK integrations, no platform source code required.
Private installation
Run CONXA runtime inside your own infrastructure. Your data stays on your machines.
Full audit trail
Every action logged with user, timestamp, step, and recovery event. SOC 2 compatible by design.
Role-based execution
Control which team members can trigger which workflows. Permissions enforced before execution starts.
Credential isolation
CONXA holds no credentials in plaintext. Secrets are injected at runtime from your vault.
Works on internal tools
No public API required. If a human can open it in a browser, CONXA can operate it.
Reliable enough to trust with operations.
Engineered for production. Designed for the workflows that cannot afford to fail.
~97%
Fewer LLM tokens
Deterministic execution means Claude is only invoked when truly needed — not for every step.
5
Recovery layers
Layered self-healing from simple selector fallback all the way to vision-based AI recovery.
1×
Human-paced speed
Executes at natural human speed — no bot detection, no rate limiting, no CAPTCHAs.
0
APIs required
If a human can navigate it in a browser, CONXA can operate it. No integrations needed.
Hire your first AI operator.
Start teaching CONXA your workflows today. No engineering team required — just demonstrate, refine, and package.