Enterprise AI,
measured.
Demand forecasting, customer intelligence, and operational AI agents, delivered through the ToolPlex platform. Built by senior engineers from Google and Microsoft. Production results in 60 days.
Results in production.
Every engagement below is live on the ToolPlex platform. Numbers come from client production data measured against their own baselines, not synthetic benchmarks.
One platform. Built around your workflows.
The same workspace your team uses every day, configured by us for the specific operations that matter most to your business.
Demand forecasting
Store-SKU and national forecasts, store rebalancing, stockout-cycle identification, seasonality and promotion handling, ERP-compatible integration.
Customer intelligence & loyalty analytics
Behavioral segmentation, churn modeling, and personalization signals on your existing customer data. No new collection required.
Data engineering for ML readiness
Data audit, schema normalization, and pipeline build that brings operational data (transactional, dispatch, behavioral) into ML-usable shape.
Distributor & data reconciliation
LLM-normalized matching across heterogeneous feeds. Surface customer entities and relationships your spreadsheets can't.
Operational AI agents
Always-on agents monitoring defined operational conditions, with alerting, full audit logging, and human-in-the-loop approval gates.
Data agents for any role
Connected agents for any role with role-based access control, on desktop and mobile through the ToolPlex app.
One platform. Every surface.
Desktop apps for Mac, Windows, and Linux plus a native iOS app, backed by the same agents, the same workflows, the same audit log. The same ToolPlex platform on every surface your team uses.
- WorkspaceFull-featured desktop workspace for analysts, ops, and leadership. Multi-pane chat, playbooks, automations, and persistent Pages for shared dashboards.
- iOSNative iOS app for approvals, alerts, and field-side work. Push notifications surface what needs attention; approve from the lock screen.
- HITLHuman-in-the-loop on every surface. Sensitive actions surface for sign-off before they execute, with a complete audit trail.
- RBACRole-based access across every device. Field staff see what they need, leadership sees the full picture.
Open protocol.
Any model.
Your data, sovereign.
ToolPlex runs on open MCP, the same protocol Anthropic, OpenAI, and the broader ecosystem are converging on. Model-agnostic by design, with custom-built connectors around your data and IT systems.
Model-agnostic by design
Route by use case: Anthropic, OpenAI, AWS Bedrock, or in-region inference. Swap models without rebuilding.
Bespoke tools, open protocol
Built on the open MCP protocol, but every connector is custom-designed around your actual data and IT systems. No off-the-shelf integrations that almost-fit.
Single-tenant runtimes
Each client's AI runtime is single tenant. Encryption at rest and in transit, isolated key management, no cross-client data sharing.
Data-residency friendly
Singapore inference for SEA compliance. Bring your own region for stricter requirements.
We extend your stack, not replace it
We add AI agents and automations on top of the systems you already run, instead of forcing a rip-and-replace.
Built for enterprise procurement.
Per-customer infrastructure isolation, encryption at rest and in transit, region-of-your-choice data residency, and audit logging on every action. Designed for enterprise procurement review from day one.
Data sovereignty
- Never trained on your data
- AI models served from your dedicated runtime
- Isolated per-customer deployments
- Zero data retention on AI API calls
Encryption
- Full-disk encryption at rest
- TLS for all in-transit data
- Application-level encryption for sensitive fields and credentials
- Master keys split across multiple keyholders
Data residency
- Data stays in the region you choose
- Singapore region available for SEA compliance
- Dedicated cloud infrastructure per deployment
- Datacenter isolation with strict network boundaries
Access control
- Key-based authentication only, no passwords
- Role-based access on every operation
- Just-in-time privileged access, full audit trail
- Continuous monitoring with automated alerting
Audit & logging
- Comprehensive audit log on every agent action
- Logging on all administrative operations
- Incident response procedures documented and tested
- Change management controls in place
Backup & recovery
- Multi-redundant encrypted backups
- Cross-location replication
- Disaster recovery drills on a regular cadence
- Automated backup integrity checks
Founder-led. Senior engineering. Results-driven.
Senior engineers lead every engagement. You'll work with the team building the platform, not a layer of project managers.
Ronnel Boettcher
Caltech CS. Senior engineer and tech lead at YouTube/Google across search ML ranking, GenAI infrastructure, and YouTube Shorts. Built the ToolPlex platform end-to-end and leads ML modeling on every client engagement.
Kimberly Lato
10 years at Deloitte and EY plus private equity. Runs all commercial operations: contracts, finance, vendor management, and client relationships from onboarding through delivery.
Transparent pricing.
Public starting prices. Final scope and pricing are set in a discovery call so we can quote you fairly for both the POC and the ongoing subscription. Procurement-friendly contracts, MSA available on request.
Frequently asked questions.
Unlimited seats across desktop and mobile with no per-seat fees. Your entire organization gets access to AI agents from anywhere, at any time. Every subscription includes role-based access controls, audit monitoring, and granular permissions for managing how agents are deployed. AI tokens are included; we configure the right models, playbooks (AI workflows), and automations (autonomous AI agents) for your operations.
Start with one workflow that's costing you time and money. We build the solution on the ToolPlex platform so you see measurable results in 60 days.
As your operations evolve, we add new playbooks and automations on the same platform. That's where recurring value compounds. Highest-impact engagements live in demand forecasting, operations automation, and data access agents.
We take a consulting-first approach: we work with you to understand your pain points, build a working proof of concept so you see real value before committing, and extend your agent capabilities as your needs evolve. No rip-and-replace, no starting over.
Three common scenarios: (A) You're already experimenting with AI but need a secure, company-wide platform with proper access controls and a polished interface. (B) You're not using AI yet, but your business has slow, manual, error-prone processes that cost you time and money. (C) You have a lot of operational data but no advanced data intelligence on top of it (ML-based forecasting, customer segmentation, churn modeling, anomaly detection) to act on it.
Yes, two ways. Demo environment: we provision a test account with demo data on your device so you can explore the platform. Proof of concept: we scope a real workflow using your data, targeting a KPI you choose. POC engagements require a nominal fee and an enterprise sponsor.
No. It's a flat monthly subscription priced per workflow, with unlimited seats and AI tokens included. That covers building, running, and maintaining the workflows we ship for you.
All data is encrypted at rest and in transit. Your enterprise runs on dedicated, non-shared infrastructure. Every agent that touches your data operates within your dedicated environment.
Ongoing support is included in your subscription. ToolPlex integrates with your existing service providers, whether on-premise or cloud-based, and we keep those integrations running as part of your membership. If something breaks, we fix it. If your systems change significantly and require substantial rework, that costs extra, and we'll scope it with you upfront and transparently.